Datasets:
deeplang-ai
/
StructBench

Dataset card Data Studio Files
xet
Community
1
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string
doc_type
string
source
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url
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edu_pred_input
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ground_truth
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745222d5-030f-4d50-a3d3-38562f8f0cd8
web
test/raw_web_htmls/745222d5-030f-4d50-a3d3-38562f8f0cd8.html
https://news.microsoft.com/source/features/innovation/microsofts-majorana-1-chip-carves-new-path-for-quantum-computing/
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# Microsoft’s Majorana 1 chip carves new path for quantum computing ## ‘It just gives you the answer’ ## Rethinking quantum computing at scale ## Designing quantum materials atom by atom
219457ab-2ad5-4900-bd6e-85a73675b25d
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https://blog.geotribu.net/2025/03/04/working-with-json-and-postgresql/?utm_source=rss-feed&utm;_medium=RSS&utm;_campaign=feed-syndication
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"/html/body/div[3]/main/div/div[3]/article/h2[1]"}, {"position_id": 3689, "txt": "#", "x": "/html/body/div[3]/main/div/div[3]/article/h2[1]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 9, "global_sentence_id": 13, "edu_l1_label": "BOS"}, {"txt": "For those of you unfamiliar with JSON it's a text-based data representation format from JavaScript that works in part on a key:", "language": "english", "position": {"atoms": [{"position_id": 3691, "txt": "For those of you unfamiliar with ", "x": "/html/body/div[3]/main/div/div[3]/article/p[6]"}, {"position_id": 3693, "txt": "JSON", "x": "/html/body/div[3]/main/div/div[3]/article/p[6]/a"}, {"position_id": 3695, "txt": " it's a text-based data representation format from JavaScript that works in part on a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[6]/a"}, {"position_id": 3697, "txt": "key:", "x": "/html/body/div[3]/main/div/div[3]/article/p[6]/code"}]}, "tags": [], "label": "content", "web_segment_id": 10, 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"/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[5]"}]}, "tags": [], "label": "code", "web_segment_id": 11, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "value\",\"key_2\":\"", "language": "english", "position": {"atoms": [{"position_id": 3709, "txt": "value\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[5]"}, {"position_id": 3711, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[6]"}, {"position_id": 3713, "txt": "\"key_2\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[8]"}, {"position_id": 3715, "txt": ":", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[9]"}, {"position_id": 3717, "txt": "\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[11]"}]}, "tags": [], "label": "code", "web_segment_id": 11, "global_sentence_id": 17, "edu_l1_label": "EDU_O"}, {"txt": "value\",\"key_3\":\"", "language": "english", "position": {"atoms": [{"position_id": 3718, "txt": "value\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[11]"}, {"position_id": 3720, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[12]"}, {"position_id": 3722, "txt": "\"key_3\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[14]"}, {"position_id": 3724, "txt": ":", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[15]"}, {"position_id": 3726, "txt": "\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[17]"}]}, "tags": [], "label": "code", "web_segment_id": 11, "global_sentence_id": 18, "edu_l1_label": "EDU_O"}, {"txt": "value\"}", "language": "english", "position": {"atoms": [{"position_id": 3727, "txt": "value\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[17]"}, {"position_id": 3729, "txt": "}", "x": "/html/body/div[3]/main/div/div[3]/article/div[2]/pre/code/span/span[18]"}]}, "tags": [], "label": "code", "web_segment_id": 11, "global_sentence_id": 19, "edu_l1_label": "EDU_O"}, {"txt": "No need for quotation marks for numbers:", "language": "english", "position": {"atoms": [{"position_id": 3731, "txt": "No need for quotation marks for numbers:", "x": "/html/body/div[3]/main/div/div[3]/article/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "{\"nb_mushrooms\":", "language": "english", "position": {"atoms": [{"position_id": 3733, "txt": "{", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[1]"}, {"position_id": 3735, "txt": "\"nb_mushrooms\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[2]"}, {"position_id": 3737, "txt": ":", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 13, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "42,\"nb_tomatoes\":", "language": "english", "position": {"atoms": [{"position_id": 3739, "txt": "42", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[5]"}, {"position_id": 3741, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[6]"}, {"position_id": 3743, "txt": "\"nb_tomatoes\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[8]"}, {"position_id": 3745, "txt": ":", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[9]"}]}, "tags": [], "label": "code", "web_segment_id": 13, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "31,\"first_name\":\"", "language": "english", "position": {"atoms": [{"position_id": 3747, "txt": "31", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[11]"}, {"position_id": 3749, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[12]"}, {"position_id": 3751, "txt": "\"first_name\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[14]"}, {"position_id": 3753, "txt": ":", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[15]"}, {"position_id": 3755, "txt": "\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[17]"}]}, "tags": [], "label": "code", "web_segment_id": 13, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "roger\"}", "language": "english", "position": {"atoms": [{"position_id": 3756, "txt": "roger\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[17]"}, {"position_id": 3758, "txt": "}", "x": "/html/body/div[3]/main/div/div[3]/article/div[3]/pre/code/span/span[18]"}]}, "tags": [], "label": "code", "web_segment_id": 13, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "Values can take two forms:", "language": "english", "position": {"atoms": [{"position_id": 3760, "txt": "Values can take two forms:", "x": "/html/body/div[3]/main/div/div[3]/article/p[8]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "either a single value, as in the example above,", "language": "english", "position": {"atoms": [{"position_id": 3762, "txt": "either a single value, as in the example above,", "x": "/html/body/div[3]/main/div/div[3]/article/ul[1]/li[1]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 15, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "or an array, a list, enclosed in [], both of which can be combined in a single JSON object.", "language": "english", "position": {"atoms": [{"position_id": 3764, "txt": "or an array, a list, enclosed in ", "x": "/html/body/div[3]/main/div/div[3]/article/ul[1]/li[2]"}, {"position_id": 3766, "txt": "[]", "x": "/html/body/div[3]/main/div/div[3]/article/ul[1]/li[2]/code"}, {"position_id": 3768, "txt": ", both of which can be combined in a single JSON object.", "x": "/html/body/div[3]/main/div/div[3]/article/ul[1]/li[2]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 16, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "{\"prenoms\":", "language": "english", "position": {"atoms": [{"position_id": 3770, "txt": "{", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[1]"}, {"position_id": 3772, "txt": "\"prenoms\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[2]"}, {"position_id": 3774, "txt": ":", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 17, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "[\"elodie\",\"roger\",\"fatima\"],\"nb_mushrooms\":", "language": "english", "position": {"atoms": [{"position_id": 3776, "txt": "[", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[5]"}, {"position_id": 3778, "txt": "\"elodie\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[6]"}, {"position_id": 3780, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[7]"}, {"position_id": 3782, "txt": "\"roger\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[9]"}, {"position_id": 3784, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[10]"}, {"position_id": 3786, "txt": "\"fatima\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[12]"}, {"position_id": 3788, "txt": "],", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[13]"}, {"position_id": 3790, "txt": "\"nb_mushrooms\"", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[15]"}, {"position_id": 3792, "txt": ":", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[16]"}]}, "tags": [], "label": "code", "web_segment_id": 17, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "42}", "language": "english", "position": {"atoms": [{"position_id": 3794, "txt": "42", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[18]"}, {"position_id": 3796, "txt": "}", "x": "/html/body/div[3]/main/div/div[3]/article/div[4]/pre/code/span/span[19]"}]}, "tags": [], "label": "code", "web_segment_id": 17, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "What we call an object is everything between the {} used to declare it.", "language": "english", "position": {"atoms": [{"position_id": 3798, "txt": "What we call an object is everything between the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[9]"}, {"position_id": 3800, "txt": "{}", "x": "/html/body/div[3]/main/div/div[3]/article/p[9]/code"}, {"position_id": 3802, "txt": " used to declare it.", "x": "/html/body/div[3]/main/div/div[3]/article/p[9]/code"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": " To make things even more complex, we can nest objects and give you an example that's a little more meaningful than talking about tomatoes and mushrooms:", "language": "english", "position": {"atoms": [{"position_id": 3803, "txt": " To make things even more complex, we can nest objects and give you an example that's a little more meaningful than talking about tomatoes and mushrooms:", "x": "/html/body/div[3]/main/div/div[3]/article/p[9]/code"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "<table <table class=\"highlighttable\" position_id=\"151\"><tbody position_id=\"152\"><tr position_id=\"153\"><th class=\"filename\" colspan=\"2\" position_id=\"154\"><span class=\"filename\" position_id=\"155\">Example with JSON of superheroes</span></th></tr><tr position_id=\"156\"><td class=\"linenos\" position_id=\"157\"><div class=\"linenodiv\" position_id=\"158\"/></td><td class=\"code\" position_id=\"243\"><div position_id=\"244\"><pre id=\"__code_3\" position_id=\"245\"><span position_id=\"246\"/><code class=\"md-code__content\" position_id=\"247\"><span id=\"__span-3-1\" position_id=\"248\"><a id=\"__codelineno-3-1\" name=\"__codelineno-3-1\" position_id=\"249\"/><span class=\"p\" position_id=\"250\">{</span></span><span id=\"__span-3-2\" position_id=\"251\"><a id=\"__codelineno-3-2\" name=\"__codelineno-3-2\" position_id=\"252\"/><span class=\"w\" position_id=\"253\"> </span><span class=\"nt\" position_id=\"254\">&quot;squadName&quot;</span><span class=\"p\" position_id=\"255\">:</span><span class=\"w\" position_id=\"256\"> </span><span class=\"s2\" position_id=\"257\">&quot;Super hero squad&quot;</span><span class=\"p\" position_id=\"258\">,</span></span><span id=\"__span-3-3\" position_id=\"259\"><a id=\"__codelineno-3-3\" name=\"__codelineno-3-3\" position_id=\"260\"/><span class=\"w\" position_id=\"261\"> </span><span class=\"nt\" position_id=\"262\">&quot;homeTown&quot;</span><span class=\"p\" position_id=\"263\">:</span><span class=\"w\" position_id=\"264\"> </span><span class=\"s2\" position_id=\"265\">&quot;Metro City&quot;</span><span class=\"p\" position_id=\"266\">,</span></span><span id=\"__span-3-4\" position_id=\"267\"><a id=\"__codelineno-3-4\" name=\"__codelineno-3-4\" position_id=\"268\"/><span class=\"w\" position_id=\"269\"> </span><span class=\"nt\" position_id=\"270\">&quot;formed&quot;</span><span class=\"p\" position_id=\"271\">:</span><span class=\"w\" position_id=\"272\"> </span><span class=\"mi\" position_id=\"273\">2016</span><span class=\"p\" position_id=\"274\">,</span></span><span id=\"__span-3-5\" position_id=\"275\"><a id=\"__codelineno-3-5\" name=\"__codelineno-3-5\" position_id=\"276\"/><span class=\"w\" position_id=\"277\"> </span><span class=\"nt\" position_id=\"278\">&quot;secretBase&quot;</span><span class=\"p\" position_id=\"279\">:</span><span class=\"w\" position_id=\"280\"> </span><span class=\"s2\" position_id=\"281\">&quot;Super tower&quot;</span><span class=\"p\" position_id=\"282\">,</span></span><span id=\"__span-3-6\" position_id=\"283\"><a id=\"__codelineno-3-6\" name=\"__codelineno-3-6\" position_id=\"284\"/><span class=\"w\" position_id=\"285\"> </span><span class=\"nt\" position_id=\"286\">&quot;active&quot;</span><span class=\"p\" position_id=\"287\">:</span><span class=\"w\" position_id=\"288\"> </span><span class=\"kc\" position_id=\"289\">true</span><span class=\"p\" position_id=\"290\">,</span></span><span id=\"__span-3-7\" position_id=\"291\"><a id=\"__codelineno-3-7\" name=\"__codelineno-3-7\" position_id=\"292\"/><span class=\"w\" position_id=\"293\"> </span><span class=\"nt\" position_id=\"294\">&quot;members&quot;</span><span class=\"p\" position_id=\"295\">:</span><span class=\"w\" position_id=\"296\"> </span><span class=\"p\" position_id=\"297\">[</span></span><span id=\"__span-3-8\" position_id=\"298\"><a id=\"__codelineno-3-8\" name=\"__codelineno-3-8\" position_id=\"299\"/><span class=\"w\" position_id=\"300\"> </span><span class=\"p\" position_id=\"301\">{</span></span><span id=\"__span-3-9\" position_id=\"302\"><a id=\"__codelineno-3-9\" name=\"__codelineno-3-9\" position_id=\"303\"/><span class=\"w\" position_id=\"304\"> </span><span class=\"nt\" position_id=\"305\">&quot;name&quot;</span><span class=\"p\" position_id=\"306\">:</span><span class=\"w\" position_id=\"307\"> </span><span class=\"s2\" position_id=\"308\">&quot;Molecule Man&quot;</span><span class=\"p\" position_id=\"309\">,</span></span><span id=\"__span-3-10\" position_id=\"310\"><a id=\"__codelineno-3-10\" name=\"__codelineno-3-10\" position_id=\"311\"/><span class=\"w\" position_id=\"312\"> </span><span class=\"nt\" position_id=\"313\">&quot;age&quot;</span><span class=\"p\" position_id=\"314\">:</span><span class=\"w\" position_id=\"315\"> </span><span class=\"mi\" position_id=\"316\">29</span><span class=\"p\" position_id=\"317\">,</span></span><span id=\"__span-3-11\" position_id=\"318\"><a id=\"__codelineno-3-11\" name=\"__codelineno-3-11\" position_id=\"319\"/><span class=\"w\" position_id=\"320\"> </span><span class=\"nt\" position_id=\"321\">&quot;secretIdentity&quot;</span><span class=\"p\" position_id=\"322\">:</span><span class=\"w\" position_id=\"323\"> </span><span class=\"s2\" position_id=\"324\">&quot;Dan Jukes&quot;</span><span class=\"p\" position_id=\"325\">,</span></span><span id=\"__span-3-12\" position_id=\"326\"><a id=\"__codelineno-3-12\" name=\"__codelineno-3-12\" position_id=\"327\"/><span class=\"w\" position_id=\"328\"> </span><span class=\"nt\" position_id=\"329\">&quot;powers&quot;</span><span class=\"p\" position_id=\"330\">:</span><span class=\"w\" position_id=\"331\"> </span><span class=\"p\" position_id=\"332\">[</span></span><span id=\"__span-3-13\" position_id=\"333\"><a id=\"__codelineno-3-13\" name=\"__codelineno-3-13\" position_id=\"334\"/><span class=\"w\" position_id=\"335\"> </span><span class=\"s2\" position_id=\"336\">&quot;Radiation resistance&quot;</span><span class=\"p\" position_id=\"337\">,</span></span><span id=\"__span-3-14\" position_id=\"338\"><a id=\"__codelineno-3-14\" name=\"__codelineno-3-14\" position_id=\"339\"/><span class=\"w\" position_id=\"340\"> </span><span class=\"s2\" position_id=\"341\">&quot;Turning tiny&quot;</span><span class=\"p\" position_id=\"342\">,</span></span><span id=\"__span-3-15\" position_id=\"343\"><a id=\"__codelineno-3-15\" name=\"__codelineno-3-15\" position_id=\"344\"/><span class=\"w\" position_id=\"345\"> </span><span class=\"s2\" position_id=\"346\">&quot;Radiation blast&quot;</span></span><span id=\"__span-3-16\" position_id=\"347\"><a id=\"__codelineno-3-16\" name=\"__codelineno-3-16\" position_id=\"348\"/><span class=\"w\" position_id=\"349\"> </span><span class=\"p\" position_id=\"350\">]</span></span><span id=\"__span-3-17\" position_id=\"351\"><a id=\"__codelineno-3-17\" name=\"__codelineno-3-17\" position_id=\"352\"/><span class=\"w\" position_id=\"353\"> </span><span class=\"p\" position_id=\"354\">},</span></span><span id=\"__span-3-18\" position_id=\"355\"><a id=\"__codelineno-3-18\" name=\"__codelineno-3-18\" position_id=\"356\"/><span class=\"w\" position_id=\"357\"> </span><span class=\"p\" position_id=\"358\">{</span></span><span id=\"__span-3-19\" position_id=\"359\"><a id=\"__codelineno-3-19\" name=\"__codelineno-3-19\" position_id=\"360\"/><span class=\"w\" position_id=\"361\"> </span><span class=\"nt\" position_id=\"362\">&quot;name&quot;</span><span class=\"p\" position_id=\"363\">:</span><span class=\"w\" position_id=\"364\"> </span><span class=\"s2\" position_id=\"365\">&quot;Madame Uppercut&quot;</span><span class=\"p\" position_id=\"366\">,</span></span><span id=\"__span-3-20\" position_id=\"367\"><a id=\"__codelineno-3-20\" name=\"__codelineno-3-20\" position_id=\"368\"/><span class=\"w\" position_id=\"369\"> </span><span class=\"nt\" position_id=\"370\">&quot;age&quot;</span><span class=\"p\" position_id=\"371\">:</span><span class=\"w\" position_id=\"372\"> </span><span class=\"mi\" position_id=\"373\">39</span><span class=\"p\" position_id=\"374\">,</span></span><span id=\"__span-3-21\" position_id=\"375\"><a id=\"__codelineno-3-21\" name=\"__codelineno-3-21\" position_id=\"376\"/><span class=\"w\" position_id=\"377\"> </span><span class=\"nt\" position_id=\"378\">&quot;secretIdentity&quot;</span><span class=\"p\" position_id=\"379\">:</span><span class=\"w\" position_id=\"380\"> </span><span class=\"s2\" position_id=\"381\">&quot;Jane Wilson&quot;</span><span class=\"p\" position_id=\"382\">,</span></span><span id=\"__span-3-22\" position_id=\"383\"><a id=\"__codelineno-3-22\" name=\"__codelineno-3-22\" position_id=\"384\"/><span class=\"w\" position_id=\"385\"> </span><span class=\"nt\" position_id=\"386\">&quot;powers&quot;</span><span class=\"p\" position_id=\"387\">:</span><span class=\"w\" position_id=\"388\"> </span><span class=\"p\" position_id=\"389\">[</span></span><span id=\"__span-3-23\" position_id=\"390\"><a id=\"__codelineno-3-23\" name=\"__codelineno-3-23\" position_id=\"391\"/><span class=\"w\" position_id=\"392\"> </span><span class=\"s2\" position_id=\"393\">&quot;Million tonne punch&quot;</span><span class=\"p\" position_id=\"394\">,</span></span><span id=\"__span-3-24\" position_id=\"395\"><a id=\"__codelineno-3-24\" name=\"__codelineno-3-24\" position_id=\"396\"/><span class=\"w\" position_id=\"397\"> </span><span class=\"s2\" position_id=\"398\">&quot;Damage resistance&quot;</span><span class=\"p\" position_id=\"399\">,</span></span><span id=\"__span-3-25\" position_id=\"400\"><a id=\"__codelineno-3-25\" name=\"__codelineno-3-25\" position_id=\"401\"/><span class=\"w\" position_id=\"402\"> </span><span class=\"s2\" position_id=\"403\">&quot;Superhuman reflexes&quot;</span></span><span id=\"__span-3-26\" position_id=\"404\"><a id=\"__codelineno-3-26\" name=\"__codelineno-3-26\" position_id=\"405\"/><span class=\"w\" position_id=\"406\"> </span><span class=\"p\" position_id=\"407\">]</span></span><span id=\"__span-3-27\" position_id=\"408\"><a id=\"__codelineno-3-27\" name=\"__codelineno-3-27\" position_id=\"409\"/><span class=\"w\" position_id=\"410\"> </span><span class=\"p\" position_id=\"411\">},</span></span><span id=\"__span-3-28\" position_id=\"412\"><a id=\"__codelineno-3-28\" name=\"__codelineno-3-28\" position_id=\"413\"/><span class=\"w\" position_id=\"414\"> </span><span class=\"p\" position_id=\"415\">{</span></span><span id=\"__span-3-29\" position_id=\"416\"><a id=\"__codelineno-3-29\" name=\"__codelineno-3-29\" position_id=\"417\"/><span class=\"w\" position_id=\"418\"> </span><span class=\"nt\" position_id=\"419\">&quot;name&quot;</span><span class=\"p\" position_id=\"420\">:</span><span class=\"w\" position_id=\"421\"> </span><span class=\"s2\" position_id=\"422\">&quot;Eternal Flame&quot;</span><span class=\"p\" position_id=\"423\">,</span></span><span id=\"__span-3-30\" position_id=\"424\"><a id=\"__codelineno-3-30\" name=\"__codelineno-3-30\" position_id=\"425\"/><span class=\"w\" position_id=\"426\"> </span><span class=\"nt\" position_id=\"427\">&quot;age&quot;</span><span class=\"p\" position_id=\"428\">:</span><span class=\"w\" position_id=\"429\"> </span><span class=\"mi\" position_id=\"430\">1000000</span><span class=\"p\" position_id=\"431\">,</span></span><span id=\"__span-3-31\" position_id=\"432\"><a id=\"__codelineno-3-31\" name=\"__codelineno-3-31\" position_id=\"433\"/><span class=\"w\" position_id=\"434\"> </span><span class=\"nt\" position_id=\"435\">&quot;secretIdentity&quot;</span><span class=\"p\" position_id=\"436\">:</span><span class=\"w\" position_id=\"437\"> </span><span class=\"s2\" position_id=\"438\">&quot;Unknown&quot;</span><span class=\"p\" position_id=\"439\">,</span></span><span id=\"__span-3-32\" position_id=\"440\"><a id=\"__codelineno-3-32\" name=\"__codelineno-3-32\" position_id=\"441\"/><span class=\"w\" position_id=\"442\"> </span><span class=\"nt\" position_id=\"443\">&quot;powers&quot;</span><span class=\"p\" position_id=\"444\">:</span><span class=\"w\" position_id=\"445\"> </span><span class=\"p\" position_id=\"446\">[</span></span><span id=\"__span-3-33\" position_id=\"447\"><a id=\"__codelineno-3-33\" name=\"__codelineno-3-33\" position_id=\"448\"/><span class=\"w\" position_id=\"449\"> </span><span class=\"s2\" position_id=\"450\">&quot;Immortality&quot;</span><span class=\"p\" position_id=\"451\">,</span></span><span id=\"__span-3-34\" position_id=\"452\"><a id=\"__codelineno-3-34\" name=\"__codelineno-3-34\" position_id=\"453\"/><span class=\"w\" position_id=\"454\"> </span><span class=\"s2\" position_id=\"455\">&quot;Heat Immunity&quot;</span><span class=\"p\" position_id=\"456\">,</span></span><span id=\"__span-3-35\" position_id=\"457\"><a id=\"__codelineno-3-35\" name=\"__codelineno-3-35\" position_id=\"458\"/><span class=\"w\" position_id=\"459\"> </span><span class=\"s2\" position_id=\"460\">&quot;Inferno&quot;</span><span class=\"p\" position_id=\"461\">,</span></span><span id=\"__span-3-36\" position_id=\"462\"><a id=\"__codelineno-3-36\" name=\"__codelineno-3-36\" position_id=\"463\"/><span class=\"w\" position_id=\"464\"> </span><span class=\"s2\" position_id=\"465\">&quot;Teleportation&quot;</span><span class=\"p\" position_id=\"466\">,</span></span><span id=\"__span-3-37\" position_id=\"467\"><a id=\"__codelineno-3-37\" name=\"__codelineno-3-37\" position_id=\"468\"/><span class=\"w\" position_id=\"469\"> </span><span class=\"s2\" position_id=\"470\">&quot;Interdimensional travel&quot;</span></span><span id=\"__span-3-38\" position_id=\"471\"><a id=\"__codelineno-3-38\" name=\"__codelineno-3-38\" position_id=\"472\"/><span class=\"w\" position_id=\"473\"> </span><span class=\"p\" position_id=\"474\">]</span></span><span id=\"__span-3-39\" position_id=\"475\"><a id=\"__codelineno-3-39\" name=\"__codelineno-3-39\" position_id=\"476\"/><span class=\"w\" position_id=\"477\"> </span><span class=\"p\" position_id=\"478\">}</span></span><span id=\"__span-3-40\" position_id=\"479\"><a id=\"__codelineno-3-40\" name=\"__codelineno-3-40\" position_id=\"480\"/><span class=\"w\" position_id=\"481\"> </span><span class=\"p\" position_id=\"482\">]</span></span><span id=\"__span-3-41\" position_id=\"483\"><a id=\"__codelineno-3-41\" name=\"__codelineno-3-41\" position_id=\"484\"/><span class=\"p\" position_id=\"485\">}</span></span></code></pre></div></td></tr></tbody></table>", "language": "english", "position": {"atoms": [{"position_id": 151, "txt": "<table <table class=\"highlighttable\" position_id=\"151\"><tbody position_id=\"152\"><tr position_id=\"153\"><th class=\"filename\" colspan=\"2\" position_id=\"154\"><span class=\"filename\" position_id=\"155\">Example with JSON of superheroes</span></th></tr><tr position_id=\"156\"><td class=\"linenos\" position_id=\"157\"><div class=\"linenodiv\" position_id=\"158\"/></td><td class=\"code\" position_id=\"243\"><div position_id=\"244\"><pre id=\"__code_3\" position_id=\"245\"><span position_id=\"246\"/><code class=\"md-code__content\" position_id=\"247\"><span id=\"__span-3-1\" position_id=\"248\"><a id=\"__codelineno-3-1\" name=\"__codelineno-3-1\" position_id=\"249\"/><span class=\"p\" position_id=\"250\">{</span>\n</span><span id=\"__span-3-2\" position_id=\"251\"><a id=\"__codelineno-3-2\" name=\"__codelineno-3-2\" position_id=\"252\"/><span class=\"w\" position_id=\"253\"> </span><span class=\"nt\" position_id=\"254\">&quot;squadName&quot;</span><span class=\"p\" position_id=\"255\">:</span><span class=\"w\" position_id=\"256\"> </span><span class=\"s2\" position_id=\"257\">&quot;Super hero squad&quot;</span><span class=\"p\" position_id=\"258\">,</span>\n</span><span id=\"__span-3-3\" position_id=\"259\"><a id=\"__codelineno-3-3\" name=\"__codelineno-3-3\" position_id=\"260\"/><span class=\"w\" position_id=\"261\"> </span><span class=\"nt\" position_id=\"262\">&quot;homeTown&quot;</span><span class=\"p\" position_id=\"263\">:</span><span class=\"w\" position_id=\"264\"> </span><span class=\"s2\" position_id=\"265\">&quot;Metro City&quot;</span><span class=\"p\" position_id=\"266\">,</span>\n</span><span id=\"__span-3-4\" position_id=\"267\"><a id=\"__codelineno-3-4\" name=\"__codelineno-3-4\" position_id=\"268\"/><span class=\"w\" position_id=\"269\"> </span><span class=\"nt\" position_id=\"270\">&quot;formed&quot;</span><span class=\"p\" position_id=\"271\">:</span><span class=\"w\" position_id=\"272\"> </span><span class=\"mi\" position_id=\"273\">2016</span><span class=\"p\" position_id=\"274\">,</span>\n</span><span id=\"__span-3-5\" position_id=\"275\"><a id=\"__codelineno-3-5\" name=\"__codelineno-3-5\" position_id=\"276\"/><span class=\"w\" position_id=\"277\"> </span><span class=\"nt\" position_id=\"278\">&quot;secretBase&quot;</span><span class=\"p\" position_id=\"279\">:</span><span class=\"w\" position_id=\"280\"> </span><span class=\"s2\" position_id=\"281\">&quot;Super tower&quot;</span><span class=\"p\" position_id=\"282\">,</span>\n</span><span id=\"__span-3-6\" position_id=\"283\"><a id=\"__codelineno-3-6\" name=\"__codelineno-3-6\" position_id=\"284\"/><span class=\"w\" position_id=\"285\"> </span><span class=\"nt\" position_id=\"286\">&quot;active&quot;</span><span class=\"p\" position_id=\"287\">:</span><span class=\"w\" position_id=\"288\"> </span><span class=\"kc\" position_id=\"289\">true</span><span class=\"p\" position_id=\"290\">,</span>\n</span><span id=\"__span-3-7\" position_id=\"291\"><a id=\"__codelineno-3-7\" name=\"__codelineno-3-7\" position_id=\"292\"/><span class=\"w\" position_id=\"293\"> </span><span class=\"nt\" position_id=\"294\">&quot;members&quot;</span><span class=\"p\" position_id=\"295\">:</span><span class=\"w\" position_id=\"296\"> </span><span class=\"p\" position_id=\"297\">[</span>\n</span><span id=\"__span-3-8\" position_id=\"298\"><a id=\"__codelineno-3-8\" name=\"__codelineno-3-8\" position_id=\"299\"/><span class=\"w\" position_id=\"300\"> </span><span class=\"p\" position_id=\"301\">{</span>\n</span><span id=\"__span-3-9\" position_id=\"302\"><a id=\"__codelineno-3-9\" name=\"__codelineno-3-9\" position_id=\"303\"/><span class=\"w\" position_id=\"304\"> </span><span class=\"nt\" position_id=\"305\">&quot;name&quot;</span><span class=\"p\" position_id=\"306\">:</span><span class=\"w\" position_id=\"307\"> </span><span class=\"s2\" position_id=\"308\">&quot;Molecule Man&quot;</span><span class=\"p\" position_id=\"309\">,</span>\n</span><span id=\"__span-3-10\" position_id=\"310\"><a id=\"__codelineno-3-10\" name=\"__codelineno-3-10\" position_id=\"311\"/><span class=\"w\" position_id=\"312\"> </span><span class=\"nt\" position_id=\"313\">&quot;age&quot;</span><span class=\"p\" position_id=\"314\">:</span><span class=\"w\" position_id=\"315\"> </span><span class=\"mi\" position_id=\"316\">29</span><span class=\"p\" position_id=\"317\">,</span>\n</span><span id=\"__span-3-11\" position_id=\"318\"><a id=\"__codelineno-3-11\" name=\"__codelineno-3-11\" position_id=\"319\"/><span class=\"w\" position_id=\"320\"> </span><span class=\"nt\" position_id=\"321\">&quot;secretIdentity&quot;</span><span class=\"p\" position_id=\"322\">:</span><span class=\"w\" position_id=\"323\"> </span><span class=\"s2\" position_id=\"324\">&quot;Dan Jukes&quot;</span><span class=\"p\" position_id=\"325\">,</span>\n</span><span id=\"__span-3-12\" position_id=\"326\"><a id=\"__codelineno-3-12\" name=\"__codelineno-3-12\" position_id=\"327\"/><span class=\"w\" position_id=\"328\"> </span><span class=\"nt\" position_id=\"329\">&quot;powers&quot;</span><span class=\"p\" position_id=\"330\">:</span><span class=\"w\" position_id=\"331\"> </span><span class=\"p\" position_id=\"332\">[</span>\n</span><span id=\"__span-3-13\" position_id=\"333\"><a id=\"__codelineno-3-13\" name=\"__codelineno-3-13\" position_id=\"334\"/><span class=\"w\" position_id=\"335\"> </span><span class=\"s2\" position_id=\"336\">&quot;Radiation resistance&quot;</span><span class=\"p\" position_id=\"337\">,</span>\n</span><span id=\"__span-3-14\" position_id=\"338\"><a id=\"__codelineno-3-14\" name=\"__codelineno-3-14\" position_id=\"339\"/><span class=\"w\" position_id=\"340\"> </span><span class=\"s2\" position_id=\"341\">&quot;Turning tiny&quot;</span><span class=\"p\" position_id=\"342\">,</span>\n</span><span id=\"__span-3-15\" position_id=\"343\"><a id=\"__codelineno-3-15\" name=\"__codelineno-3-15\" position_id=\"344\"/><span class=\"w\" position_id=\"345\"> </span><span class=\"s2\" position_id=\"346\">&quot;Radiation blast&quot;</span>\n</span><span id=\"__span-3-16\" position_id=\"347\"><a id=\"__codelineno-3-16\" name=\"__codelineno-3-16\" position_id=\"348\"/><span class=\"w\" position_id=\"349\"> </span><span class=\"p\" position_id=\"350\">]</span>\n</span><span id=\"__span-3-17\" position_id=\"351\"><a id=\"__codelineno-3-17\" name=\"__codelineno-3-17\" position_id=\"352\"/><span class=\"w\" position_id=\"353\"> </span><span class=\"p\" position_id=\"354\">},</span>\n</span><span id=\"__span-3-18\" position_id=\"355\"><a id=\"__codelineno-3-18\" name=\"__codelineno-3-18\" position_id=\"356\"/><span class=\"w\" position_id=\"357\"> </span><span class=\"p\" position_id=\"358\">{</span>\n</span><span id=\"__span-3-19\" position_id=\"359\"><a id=\"__codelineno-3-19\" name=\"__codelineno-3-19\" position_id=\"360\"/><span class=\"w\" position_id=\"361\"> </span><span class=\"nt\" position_id=\"362\">&quot;name&quot;</span><span class=\"p\" position_id=\"363\">:</span><span class=\"w\" position_id=\"364\"> </span><span class=\"s2\" position_id=\"365\">&quot;Madame Uppercut&quot;</span><span class=\"p\" position_id=\"366\">,</span>\n</span><span id=\"__span-3-20\" position_id=\"367\"><a id=\"__codelineno-3-20\" name=\"__codelineno-3-20\" position_id=\"368\"/><span class=\"w\" position_id=\"369\"> </span><span class=\"nt\" position_id=\"370\">&quot;age&quot;</span><span class=\"p\" position_id=\"371\">:</span><span class=\"w\" position_id=\"372\"> </span><span class=\"mi\" position_id=\"373\">39</span><span class=\"p\" position_id=\"374\">,</span>\n</span><span id=\"__span-3-21\" position_id=\"375\"><a id=\"__codelineno-3-21\" name=\"__codelineno-3-21\" position_id=\"376\"/><span class=\"w\" position_id=\"377\"> </span><span class=\"nt\" position_id=\"378\">&quot;secretIdentity&quot;</span><span class=\"p\" position_id=\"379\">:</span><span class=\"w\" position_id=\"380\"> </span><span class=\"s2\" position_id=\"381\">&quot;Jane Wilson&quot;</span><span class=\"p\" position_id=\"382\">,</span>\n</span><span id=\"__span-3-22\" position_id=\"383\"><a id=\"__codelineno-3-22\" name=\"__codelineno-3-22\" position_id=\"384\"/><span class=\"w\" position_id=\"385\"> </span><span class=\"nt\" position_id=\"386\">&quot;powers&quot;</span><span class=\"p\" position_id=\"387\">:</span><span class=\"w\" position_id=\"388\"> </span><span class=\"p\" position_id=\"389\">[</span>\n</span><span id=\"__span-3-23\" position_id=\"390\"><a id=\"__codelineno-3-23\" name=\"__codelineno-3-23\" position_id=\"391\"/><span class=\"w\" position_id=\"392\"> </span><span class=\"s2\" position_id=\"393\">&quot;Million tonne punch&quot;</span><span class=\"p\" position_id=\"394\">,</span>\n</span><span id=\"__span-3-24\" position_id=\"395\"><a id=\"__codelineno-3-24\" name=\"__codelineno-3-24\" position_id=\"396\"/><span class=\"w\" position_id=\"397\"> </span><span class=\"s2\" position_id=\"398\">&quot;Damage resistance&quot;</span><span class=\"p\" position_id=\"399\">,</span>\n</span><span id=\"__span-3-25\" position_id=\"400\"><a id=\"__codelineno-3-25\" name=\"__codelineno-3-25\" position_id=\"401\"/><span class=\"w\" position_id=\"402\"> </span><span class=\"s2\" position_id=\"403\">&quot;Superhuman reflexes&quot;</span>\n</span><span id=\"__span-3-26\" position_id=\"404\"><a id=\"__codelineno-3-26\" name=\"__codelineno-3-26\" position_id=\"405\"/><span class=\"w\" position_id=\"406\"> </span><span class=\"p\" position_id=\"407\">]</span>\n</span><span id=\"__span-3-27\" position_id=\"408\"><a id=\"__codelineno-3-27\" name=\"__codelineno-3-27\" position_id=\"409\"/><span class=\"w\" position_id=\"410\"> </span><span class=\"p\" position_id=\"411\">},</span>\n</span><span id=\"__span-3-28\" position_id=\"412\"><a id=\"__codelineno-3-28\" name=\"__codelineno-3-28\" position_id=\"413\"/><span class=\"w\" position_id=\"414\"> </span><span class=\"p\" position_id=\"415\">{</span>\n</span><span id=\"__span-3-29\" position_id=\"416\"><a id=\"__codelineno-3-29\" name=\"__codelineno-3-29\" position_id=\"417\"/><span class=\"w\" position_id=\"418\"> </span><span class=\"nt\" position_id=\"419\">&quot;name&quot;</span><span class=\"p\" position_id=\"420\">:</span><span class=\"w\" position_id=\"421\"> </span><span class=\"s2\" position_id=\"422\">&quot;Eternal Flame&quot;</span><span class=\"p\" position_id=\"423\">,</span>\n</span><span id=\"__span-3-30\" position_id=\"424\"><a id=\"__codelineno-3-30\" name=\"__codelineno-3-30\" position_id=\"425\"/><span class=\"w\" position_id=\"426\"> </span><span class=\"nt\" position_id=\"427\">&quot;age&quot;</span><span class=\"p\" position_id=\"428\">:</span><span class=\"w\" position_id=\"429\"> </span><span class=\"mi\" position_id=\"430\">1000000</span><span class=\"p\" position_id=\"431\">,</span>\n</span><span id=\"__span-3-31\" position_id=\"432\"><a id=\"__codelineno-3-31\" name=\"__codelineno-3-31\" position_id=\"433\"/><span class=\"w\" position_id=\"434\"> </span><span class=\"nt\" position_id=\"435\">&quot;secretIdentity&quot;</span><span class=\"p\" position_id=\"436\">:</span><span class=\"w\" position_id=\"437\"> </span><span class=\"s2\" position_id=\"438\">&quot;Unknown&quot;</span><span class=\"p\" position_id=\"439\">,</span>\n</span><span id=\"__span-3-32\" position_id=\"440\"><a id=\"__codelineno-3-32\" name=\"__codelineno-3-32\" position_id=\"441\"/><span class=\"w\" position_id=\"442\"> </span><span class=\"nt\" position_id=\"443\">&quot;powers&quot;</span><span class=\"p\" position_id=\"444\">:</span><span class=\"w\" position_id=\"445\"> </span><span class=\"p\" position_id=\"446\">[</span>\n</span><span id=\"__span-3-33\" position_id=\"447\"><a id=\"__codelineno-3-33\" name=\"__codelineno-3-33\" position_id=\"448\"/><span class=\"w\" position_id=\"449\"> </span><span class=\"s2\" position_id=\"450\">&quot;Immortality&quot;</span><span class=\"p\" position_id=\"451\">,</span>\n</span><span id=\"__span-3-34\" position_id=\"452\"><a id=\"__codelineno-3-34\" name=\"__codelineno-3-34\" position_id=\"453\"/><span class=\"w\" position_id=\"454\"> </span><span class=\"s2\" position_id=\"455\">&quot;Heat Immunity&quot;</span><span class=\"p\" position_id=\"456\">,</span>\n</span><span id=\"__span-3-35\" position_id=\"457\"><a id=\"__codelineno-3-35\" name=\"__codelineno-3-35\" position_id=\"458\"/><span class=\"w\" position_id=\"459\"> </span><span class=\"s2\" position_id=\"460\">&quot;Inferno&quot;</span><span class=\"p\" position_id=\"461\">,</span>\n</span><span id=\"__span-3-36\" position_id=\"462\"><a id=\"__codelineno-3-36\" name=\"__codelineno-3-36\" position_id=\"463\"/><span class=\"w\" position_id=\"464\"> </span><span class=\"s2\" position_id=\"465\">&quot;Teleportation&quot;</span><span class=\"p\" position_id=\"466\">,</span>\n</span><span id=\"__span-3-37\" position_id=\"467\"><a id=\"__codelineno-3-37\" name=\"__codelineno-3-37\" position_id=\"468\"/><span class=\"w\" position_id=\"469\"> </span><span class=\"s2\" position_id=\"470\">&quot;Interdimensional travel&quot;</span>\n</span><span id=\"__span-3-38\" position_id=\"471\"><a id=\"__codelineno-3-38\" name=\"__codelineno-3-38\" position_id=\"472\"/><span class=\"w\" position_id=\"473\"> </span><span class=\"p\" position_id=\"474\">]</span>\n</span><span id=\"__span-3-39\" position_id=\"475\"><a id=\"__codelineno-3-39\" name=\"__codelineno-3-39\" position_id=\"476\"/><span class=\"w\" position_id=\"477\"> </span><span class=\"p\" position_id=\"478\">}</span>\n</span><span id=\"__span-3-40\" position_id=\"479\"><a id=\"__codelineno-3-40\" name=\"__codelineno-3-40\" position_id=\"480\"/><span class=\"w\" position_id=\"481\"> </span><span class=\"p\" position_id=\"482\">]</span>\n</span><span id=\"__span-3-41\" position_id=\"483\"><a id=\"__codelineno-3-41\" name=\"__codelineno-3-41\" position_id=\"484\"/><span class=\"p\" position_id=\"485\">}</span>\n</span></code></pre></div></td></tr></tbody></table>", "x": "/html/body/div[3]/main/div/div[3]/article/div[5]/table"}]}, "tags": ["table"], "label": "table", "web_segment_id": 19, "global_sentence_id": 33, "edu_l1_label": "EDU_O"}, {"txt": "An example from the Mozilla site, which will give you a better idea.", "language": "english", "position": {"atoms": [{"position_id": 3805, "txt": "An example from the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[10]"}, {"position_id": 3807, "txt": "Mozilla", "x": "/html/body/div[3]/main/div/div[3]/article/p[10]/a[1]"}, {"position_id": 3809, "txt": " site, which will give you a better idea.", "x": "/html/body/div[3]/main/div/div[3]/article/p[10]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 20, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": " You can also consult the wikipedia article or the infamous specification site.", "language": "english", "position": {"atoms": [{"position_id": 3810, "txt": " You can also consult the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[10]/a[1]"}, {"position_id": 3812, "txt": "wikipedia", "x": "/html/body/div[3]/main/div/div[3]/article/p[10]/a[2]"}, {"position_id": 3814, "txt": " article or ", "x": "/html/body/div[3]/main/div/div[3]/article/p[10]/a[2]"}, {"position_id": 3816, "txt": "the infamous specification site", "x": "/html/body/div[3]/main/div/div[3]/article/p[10]/a[3]"}, {"position_id": 3818, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[10]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 20, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "PostgreSQL's json types#", "language": "english", "position": {"atoms": [{"position_id": 3820, "txt": "PostgreSQL's json types", "x": "/html/body/div[3]/main/div/div[3]/article/h2[2]"}, {"position_id": 3822, "txt": "#", "x": "/html/body/div[3]/main/div/div[3]/article/h2[2]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 21, "global_sentence_id": 36, "edu_l1_label": "BOS"}, {"txt": "PostgreSQL is able to store data/objects in json format in fields that are assigned a dedicated type.", "language": "english", "position": {"atoms": [{"position_id": 3824, "txt": "PostgreSQL is able to store data/objects in json format in fields that are assigned a dedicated type.", "x": "/html/body/div[3]/main/div/div[3]/article/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": " There are two types, because otherwise it wouldn't be any fun.", "language": "english", "position": {"atoms": [{"position_id": 3825, "txt": " There are two types, because otherwise it wouldn't be any fun.", "x": "/html/body/div[3]/main/div/div[3]/article/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "The json type is there for historical reasons, to allow databases that used this type in the past to function.", "language": "english", "position": {"atoms": [{"position_id": 3827, "txt": "The ", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[1]/p"}, {"position_id": 3829, "txt": "json", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[1]/p/code[1]"}, {"position_id": 3831, "txt": " type is there for historical reasons, to allow databases that used this type in the past to function.", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[1]/p/code[1]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 23, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": " It stores information in text form, which is not optimized for a computer.", "language": "english", "position": {"atoms": [{"position_id": 3832, "txt": " It stores information in text form, which is not optimized for a computer.", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[1]/p/code[1]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 23, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": " There is, however, an advantage to using it:", "language": "english", "position": {"atoms": [{"position_id": 3833, "txt": " There is, however, an advantage to using it:", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[1]/p/code[1]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 23, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": " it allows you to retrieve information on key order.", "language": "english", "position": {"atoms": [{"position_id": 3834, "txt": " it allows you to retrieve information on key order.", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[1]/p/code[1]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 23, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": " If it's important for you to know that name is key 1 and firstname is key 2, without having to go through the key name again, then you'll need to use the json type.", "language": "english", "position": {"atoms": [{"position_id": 3835, "txt": " If it's important for you to know that ", "x": 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lot of functions in addition to those of the ", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[2]/p/code[1]"}, {"position_id": 3857, "txt": "json", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[2]/p/code[2]"}, {"position_id": 3859, "txt": " type.", "x": "/html/body/div[3]/main/div/div[3]/article/ul[2]/li[2]/p/code[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 24, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "Indexes#", "language": "english", "position": {"atoms": [{"position_id": 3861, "txt": "Indexes", "x": "/html/body/div[3]/main/div/div[3]/article/h2[3]"}, {"position_id": 3863, "txt": "#", "x": "/html/body/div[3]/main/div/div[3]/article/h2[3]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 25, "global_sentence_id": 47, "edu_l1_label": "BOS"}, {"txt": "It is possible to index a json / jsonb field on its first-level keys, and this is done with GIN type indexes:", "language": "english", "position": {"atoms": [{"position_id": 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"x": "/html/body/div[3]/main/div/div[3]/article/div[7]/pre/code/span/span[15]"}, {"position_id": 3921, "txt": "jsonfield", "x": "/html/body/div[3]/main/div/div[3]/article/div[7]/pre/code/span/span[16]"}, {"position_id": 3923, "txt": "->", "x": "/html/body/div[3]/main/div/div[3]/article/div[7]/pre/code/span/span[18]"}, {"position_id": 3925, "txt": "key_to_locate_values_to_be_index", "x": "/html/body/div[3]/main/div/div[3]/article/div[7]/pre/code/span/span[20]"}, {"position_id": 3927, "txt": ");", "x": "/html/body/div[3]/main/div/div[3]/article/div[7]/pre/code/span/span[21]"}]}, "tags": [], "label": "code", "web_segment_id": 29, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "We'll explain this -> later.", "language": "english", "position": {"atoms": [{"position_id": 3929, "txt": "We'll explain this ", "x": "/html/body/div[3]/main/div/div[3]/article/p[15]"}, {"position_id": 3931, "txt": "->", "x": "/html/body/div[3]/main/div/div[3]/article/p[15]/code"}, {"position_id": 3933, "txt": " later.", "x": "/html/body/div[3]/main/div/div[3]/article/p[15]/code"}]}, "tags": [], "label": "content", "web_segment_id": 30, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "For the adventurous, there's a PostgreSQL extension called btree_gin that allows you to create multi-field indexes mixing classic and json fields.", "language": "english", "position": {"atoms": [{"position_id": 3935, "txt": "For the adventurous, there's a PostgreSQL extension called ", "x": "/html/body/div[3]/main/div/div[3]/article/p[16]"}, {"position_id": 3937, "txt": "btree_gin", "x": "/html/body/div[3]/main/div/div[3]/article/p[16]/code[1]"}, {"position_id": 3939, "txt": " that allows you to create multi-field indexes mixing classic and ", "x": "/html/body/div[3]/main/div/div[3]/article/p[16]/code[1]"}, {"position_id": 3941, "txt": "json", "x": "/html/body/div[3]/main/div/div[3]/article/p[16]/code[2]"}, {"position_id": 3943, "txt": " fields.", "x": "/html/body/div[3]/main/div/div[3]/article/p[16]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": " It's available natively when you install PostgreSQL, and won't require you to become a C/C++ developer⸱se to install it (hello parquet FDW !", "language": "english", "position": {"atoms": [{"position_id": 3944, "txt": " It's available natively when you install PostgreSQL, and won't require you to become a C/C++ developer⸱se to install it (hello parquet FDW !", "x": "/html/body/div[3]/main/div/div[3]/article/p[16]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": " How's it going over there?).", "language": "english", "position": {"atoms": [{"position_id": 3945, "txt": " How's it going over there?).", "x": "/html/body/div[3]/main/div/div[3]/article/p[16]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 31, 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the complete database schema ", "x": "/html/body/div[3]/main/div/div[3]/article/p[17]/a[1]"}, {"position_id": 3957, "txt": "here", "x": "/html/body/div[3]/main/div/div[3]/article/p[17]/a[2]"}, {"position_id": 3959, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[17]/a[2]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "However, here's a brief diagram to help you understand the rest of the article:", "language": "english", "position": {"atoms": [{"position_id": 3961, "txt": "However, here's a brief diagram to help you understand the rest of the article:", "x": "/html/body/div[3]/main/div/div[3]/article/p[18]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2TW6pB4tR5O743iPWG4tQSU2.png", "language": "english", "position": {"atoms": [{"position_id": 579, "txt": "<img 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"edu_l1_label": "IOS"}, {"txt": " We won't go into them here, and they're only needed for the example.", "language": "english", "position": {"atoms": [{"position_id": 3970, "txt": " We won't go into them here, and they're only needed for the example", "x": "/html/body/div[3]/main/div/div[3]/article/p[20]/em/code"}, {"position_id": 3972, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[20]/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 36, "global_sentence_id": 61, "edu_l1_label": "EDU_O"}, {"txt": "Starting from a schema named insee, we'll create two tables:", "language": "english", "position": {"atoms": [{"position_id": 3974, "txt": "Starting from a schema named ", "x": "/html/body/div[3]/main/div/div[3]/article/p[21]"}, {"position_id": 3976, "txt": "insee", "x": "/html/body/div[3]/main/div/div[3]/article/p[21]/code"}, {"position_id": 3978, "txt": ", we'll create two tables:", "x": "/html/body/div[3]/main/div/div[3]/article/p[21]/code"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "the first will contain the list of available bases, the various census components ;", "language": "english", "position": {"atoms": [{"position_id": 3980, "txt": "the first will contain the list of available ", "x": "/html/body/div[3]/main/div/div[3]/article/ul[3]/li[1]"}, {"position_id": 3982, "txt": "bases", "x": "/html/body/div[3]/main/div/div[3]/article/ul[3]/li[1]/em"}, {"position_id": 3984, "txt": ", the various census components ;", "x": "/html/body/div[3]/main/div/div[3]/article/ul[3]/li[1]/em"}]}, "tags": ["li", "em"], "label": "content", "web_segment_id": 38, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "the second will store the data.", "language": "english", "position": {"atoms": [{"position_id": 3986, "txt": "the second will store the data.", "x": "/html/body/div[3]/main/div/div[3]/article/ul[3]/li[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 39, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "To keep the focus on JSON, we'll spare ourselves 95% of the underlying model.", "language": "english", "position": {"atoms": [{"position_id": 3988, "txt": "To keep the focus on JSON, we'll spare ourselves 95% of the underlying model.", "x": "/html/body/div[3]/main/div/div[3]/article/p[22]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": " So we won't be handling commune codes, etc. :", "language": "english", "position": {"atoms": [{"position_id": 3989, "txt": " So we won't be handling commune codes, etc. :", "x": "/html/body/div[3]/main/div/div[3]/article/p[22]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "<table <table class=\"highlighttable\" position_id=\"591\"><tbody position_id=\"592\"><tr position_id=\"593\"><th class=\"filename\" colspan=\"2\" position_id=\"594\"><span class=\"filename\" position_id=\"595\">Table creation Script</span></th></tr><tr position_id=\"596\"><td class=\"linenos\" position_id=\"597\"><div class=\"linenodiv\" position_id=\"598\"/></td><td class=\"code\" position_id=\"649\"><div position_id=\"650\"><pre id=\"__code_6\" position_id=\"651\"><span position_id=\"652\"/><code class=\"md-code__content\" tabindex=\"0\" position_id=\"653\"><span id=\"__span-6-1\" position_id=\"654\"><a id=\"__codelineno-6-1\" name=\"__codelineno-6-1\" position_id=\"655\"/><span class=\"k\" position_id=\"656\">BEGIN</span><span class=\"p\" position_id=\"657\">;</span></span><span id=\"__span-6-2\" position_id=\"658\"><a id=\"__codelineno-6-2\" name=\"__codelineno-6-2\" position_id=\"659\"/><span class=\"c1\" position_id=\"660\">-- table listing the various Insee databases available</span></span><span id=\"__span-6-3\" position_id=\"661\"><a id=\"__codelineno-6-3\" name=\"__codelineno-6-3\" position_id=\"662\"/></span><span id=\"__span-6-4\" position_id=\"663\"><a id=\"__codelineno-6-4\" name=\"__codelineno-6-4\" position_id=\"664\"/><span class=\"k\" position_id=\"665\">CREATE</span><span class=\"w\" position_id=\"666\"> </span><span class=\"k\" position_id=\"667\">TABLE</span><span class=\"w\" position_id=\"668\"> </span><span class=\"n\" position_id=\"669\">insee</span><span class=\"p\" position_id=\"670\">.</span><span class=\"n\" position_id=\"671\">bases</span><span class=\"w\" position_id=\"672\"> </span><span class=\"p\" position_id=\"673\">(</span></span><span id=\"__span-6-5\" position_id=\"674\"><a id=\"__codelineno-6-5\" name=\"__codelineno-6-5\" position_id=\"675\"/><span class=\"n\" position_id=\"676\">pk_id</span><span class=\"w\" position_id=\"677\"> </span><span class=\"n\" position_id=\"678\">int2</span><span class=\"w\" position_id=\"679\"> </span><span class=\"k\" position_id=\"680\">PRIMARY</span><span class=\"w\" position_id=\"681\"> </span><span class=\"k\" position_id=\"682\">KEY</span><span class=\"w\" position_id=\"683\"> </span><span class=\"k\" position_id=\"684\">GENERATED</span><span class=\"w\" position_id=\"685\"> </span><span class=\"k\" position_id=\"686\">BY</span><span class=\"w\" position_id=\"687\"> </span><span class=\"k\" position_id=\"688\">DEFAULT</span><span class=\"w\" position_id=\"689\"> </span><span class=\"k\" position_id=\"690\">AS</span><span class=\"w\" position_id=\"691\"> </span><span class=\"k\" position_id=\"692\">IDENTITY</span><span class=\"p\" position_id=\"693\">,</span></span><span id=\"__span-6-6\" position_id=\"694\"><a id=\"__codelineno-6-6\" name=\"__codelineno-6-6\" position_id=\"695\"/><span class=\"n\" position_id=\"696\">nom</span><span class=\"w\" position_id=\"697\"> </span><span class=\"nb\" position_id=\"698\">text</span><span class=\"w\" position_id=\"699\"> </span><span class=\"k\" position_id=\"700\">NOT</span><span class=\"w\" position_id=\"701\"> </span><span class=\"k\" position_id=\"702\">NULL</span></span><span id=\"__span-6-7\" position_id=\"703\"><a id=\"__codelineno-6-7\" name=\"__codelineno-6-7\" position_id=\"704\"/><span class=\"p\" position_id=\"705\">);</span></span><span id=\"__span-6-8\" position_id=\"706\"><a id=\"__codelineno-6-8\" name=\"__codelineno-6-8\" position_id=\"707\"/></span><span id=\"__span-6-9\" position_id=\"708\"><a id=\"__codelineno-6-9\" name=\"__codelineno-6-9\" position_id=\"709\"/><span class=\"c1\" position_id=\"710\">-- table storing data by municipalities</span></span><span id=\"__span-6-10\" position_id=\"711\"><a id=\"__codelineno-6-10\" name=\"__codelineno-6-10\" position_id=\"712\"/></span><span id=\"__span-6-11\" position_id=\"713\"><a id=\"__codelineno-6-11\" name=\"__codelineno-6-11\" position_id=\"714\"/><span class=\"k\" position_id=\"715\">CREATE</span><span class=\"w\" position_id=\"716\"> </span><span class=\"k\" position_id=\"717\">TABLE</span><span class=\"w\" position_id=\"718\"> </span><span class=\"n\" position_id=\"719\">insee</span><span class=\"p\" position_id=\"720\">.</span><span class=\"n\" position_id=\"721\">donnees_communes</span><span class=\"w\" position_id=\"722\"> </span><span class=\"p\" position_id=\"723\">(</span></span><span id=\"__span-6-12\" position_id=\"724\"><a id=\"__codelineno-6-12\" name=\"__codelineno-6-12\" position_id=\"725\"/><span class=\"n\" position_id=\"726\">pk_id</span><span class=\"w\" position_id=\"727\"> </span><span class=\"n\" position_id=\"728\">int4</span><span class=\"w\" position_id=\"729\"> </span><span class=\"k\" position_id=\"730\">PRIMARY</span><span class=\"w\" position_id=\"731\"> </span><span class=\"k\" position_id=\"732\">KEY</span><span class=\"w\" position_id=\"733\"> </span><span class=\"k\" position_id=\"734\">GENERATED</span><span class=\"w\" position_id=\"735\"> </span><span class=\"k\" position_id=\"736\">BY</span><span class=\"w\" position_id=\"737\"> </span><span class=\"k\" position_id=\"738\">DEFAULT</span><span class=\"w\" position_id=\"739\"> </span><span class=\"k\" position_id=\"740\">AS</span><span class=\"w\" position_id=\"741\"> </span><span class=\"k\" position_id=\"742\">IDENTITY</span><span class=\"p\" position_id=\"743\">,</span></span><span id=\"__span-6-13\" position_id=\"744\"><a id=\"__codelineno-6-13\" name=\"__codelineno-6-13\" position_id=\"745\"/><span class=\"n\" position_id=\"746\">code_commune</span><span class=\"w\" position_id=\"747\"> </span><span class=\"nb\" position_id=\"748\">text</span><span class=\"w\" position_id=\"749\"> </span><span class=\"k\" position_id=\"750\">NOT</span><span class=\"w\" position_id=\"751\"> </span><span class=\"k\" position_id=\"752\">NULL</span><span class=\"w\" position_id=\"753\"> </span><span class=\"k\" position_id=\"754\">CHECK</span><span class=\"w\" position_id=\"755\"> </span><span class=\"k\" position_id=\"756\">length</span><span class=\"p\" position_id=\"757\">(</span><span class=\"n\" position_id=\"758\">code_commune</span><span class=\"p\" position_id=\"759\">)</span><span class=\"w\" position_id=\"760\"> </span><span class=\"o\" position_id=\"761\">=</span><span class=\"w\" position_id=\"762\"> </span><span class=\"mi\" position_id=\"763\">5</span><span class=\"p\" position_id=\"764\">,</span><span class=\"w\" position_id=\"765\"> </span><span class=\"c1\" position_id=\"766\">-- let&apos;s not forget the Corsicans who have municipalities codes in 2A and 2B, hence the text type</span></span><span id=\"__span-6-14\" position_id=\"767\"><a id=\"__codelineno-6-14\" name=\"__codelineno-6-14\" position_id=\"768\"/><span class=\"n\" position_id=\"769\">fk_base</span><span class=\"w\" position_id=\"770\"> </span><span class=\"n\" position_id=\"771\">int2</span><span class=\"w\" position_id=\"772\"> </span><span class=\"k\" position_id=\"773\">NOT</span><span class=\"w\" position_id=\"774\"> </span><span class=\"k\" position_id=\"775\">NULL</span><span class=\"p\" position_id=\"776\">,</span></span><span id=\"__span-6-15\" position_id=\"777\"><a id=\"__codelineno-6-15\" name=\"__codelineno-6-15\" position_id=\"778\"/><span class=\"n\" position_id=\"779\">annee</span><span class=\"w\" position_id=\"780\"> </span><span class=\"n\" position_id=\"781\">int2</span><span class=\"w\" position_id=\"782\"> </span><span class=\"k\" position_id=\"783\">NOT</span><span class=\"w\" position_id=\"784\"> </span><span class=\"k\" position_id=\"785\">NULL</span><span class=\"p\" position_id=\"786\">,</span></span><span id=\"__span-6-16\" position_id=\"787\"><a id=\"__codelineno-6-16\" name=\"__codelineno-6-16\" position_id=\"788\"/><span class=\"n\" position_id=\"789\">donnees</span><span class=\"w\" position_id=\"790\"> </span><span class=\"n\" position_id=\"791\">jsonb</span><span class=\"w\" position_id=\"792\"> </span><span class=\"k\" position_id=\"793\">NOT</span><span class=\"w\" position_id=\"794\"> </span><span class=\"k\" position_id=\"795\">NULL</span><span class=\"p\" position_id=\"796\">,</span></span><span id=\"__span-6-17\" position_id=\"797\"><a id=\"__codelineno-6-17\" name=\"__codelineno-6-17\" position_id=\"798\"/><span class=\"k\" position_id=\"799\">UNIQUE</span><span class=\"w\" position_id=\"800\"> </span><span class=\"p\" position_id=\"801\">(</span><span class=\"n\" position_id=\"802\">fk_base</span><span class=\"p\" position_id=\"803\">,</span><span class=\"w\" position_id=\"804\"> </span><span class=\"n\" position_id=\"805\">annee</span><span class=\"p\" position_id=\"806\">,</span><span class=\"w\" position_id=\"807\"> </span><span class=\"n\" position_id=\"808\">code_commune</span><span class=\"p\" position_id=\"809\">)</span></span><span id=\"__span-6-18\" position_id=\"810\"><a id=\"__codelineno-6-18\" name=\"__codelineno-6-18\" position_id=\"811\"/><span class=\"k\" position_id=\"812\">CONSTRAINT</span><span class=\"w\" position_id=\"813\"> </span><span class=\"n\" position_id=\"814\">fk_donnees_bases</span><span class=\"w\" position_id=\"815\"> </span><span class=\"k\" position_id=\"816\">FOREIGN</span><span class=\"w\" position_id=\"817\"> </span><span class=\"k\" position_id=\"818\">KEY</span><span class=\"w\" position_id=\"819\"> </span><span class=\"n\" position_id=\"820\">fk_base</span><span class=\"w\" position_id=\"821\"> </span><span class=\"k\" position_id=\"822\">ON</span><span class=\"w\" position_id=\"823\"> </span><span class=\"n\" position_id=\"824\">insee</span><span class=\"p\" position_id=\"825\">.</span><span class=\"n\" position_id=\"826\">bases</span><span class=\"p\" position_id=\"827\">(</span><span class=\"n\" position_id=\"828\">pk_id</span><span class=\"p\" position_id=\"829\">)</span><span class=\"w\" position_id=\"830\"> </span><span class=\"k\" position_id=\"831\">ON</span><span class=\"w\" position_id=\"832\"> </span><span class=\"k\" position_id=\"833\">UPDATE</span><span class=\"w\" position_id=\"834\"> </span><span class=\"k\" position_id=\"835\">CASCADE</span><span class=\"w\" position_id=\"836\"> </span><span class=\"k\" position_id=\"837\">ON</span><span class=\"w\" position_id=\"838\"> </span><span class=\"k\" position_id=\"839\">DELETE</span><span class=\"w\" position_id=\"840\"> </span><span class=\"k\" position_id=\"841\">CASCADE</span></span><span id=\"__span-6-19\" position_id=\"842\"><a id=\"__codelineno-6-19\" name=\"__codelineno-6-19\" position_id=\"843\"/><span class=\"p\" position_id=\"844\">);</span></span><span id=\"__span-6-20\" position_id=\"845\"><a id=\"__codelineno-6-20\" name=\"__codelineno-6-20\" position_id=\"846\"/></span><span id=\"__span-6-21\" position_id=\"847\"><a id=\"__codelineno-6-21\" name=\"__codelineno-6-21\" position_id=\"848\"/><span class=\"c1\" position_id=\"849\">-- Index creation</span></span><span id=\"__span-6-22\" position_id=\"850\"><a id=\"__codelineno-6-22\" name=\"__codelineno-6-22\" position_id=\"851\"/><span class=\"c1\" position_id=\"852\">-- A multi-field index is already automatically created on (fk_base, annee, code_commune) thanks to the UNIQUE clause in the table declaration.</span></span><span id=\"__span-6-23\" position_id=\"853\"><a id=\"__codelineno-6-23\" name=\"__codelineno-6-23\" position_id=\"854\"/><span class=\"k\" position_id=\"855\">CREATE</span><span class=\"w\" position_id=\"856\"> </span><span class=\"k\" position_id=\"857\">INDEX</span><span class=\"w\" position_id=\"858\"> </span><span class=\"n\" position_id=\"859\">idx_donnees_com_donnees</span><span class=\"w\" position_id=\"860\"> </span><span class=\"k\" position_id=\"861\">ON</span><span class=\"w\" position_id=\"862\"> </span><span class=\"n\" position_id=\"863\">insee</span><span class=\"p\" position_id=\"864\">.</span><span class=\"n\" position_id=\"865\">donnees_communes</span><span class=\"w\" position_id=\"866\"> </span><span class=\"k\" position_id=\"867\">USING</span><span class=\"w\" position_id=\"868\"> </span><span class=\"n\" position_id=\"869\">gin</span><span class=\"w\" position_id=\"870\"> </span><span class=\"p\" position_id=\"871\">(</span><span class=\"n\" position_id=\"872\">donnees</span><span class=\"p\" position_id=\"873\">);</span></span><span id=\"__span-6-24\" position_id=\"874\"><a id=\"__codelineno-6-24\" name=\"__codelineno-6-24\" position_id=\"875\"/><span class=\"k\" position_id=\"876\">END</span><span class=\"p\" position_id=\"877\">;</span></span></code></pre></div></td></tr></tbody></table>", "language": "english", "position": {"atoms": [{"position_id": 591, "txt": "<table <table class=\"highlighttable\" position_id=\"591\"><tbody position_id=\"592\"><tr position_id=\"593\"><th class=\"filename\" colspan=\"2\" position_id=\"594\"><span class=\"filename\" position_id=\"595\">Table creation Script</span></th></tr><tr position_id=\"596\"><td class=\"linenos\" position_id=\"597\"><div class=\"linenodiv\" position_id=\"598\"/></td><td class=\"code\" position_id=\"649\"><div position_id=\"650\"><pre id=\"__code_6\" position_id=\"651\"><span position_id=\"652\"/><code class=\"md-code__content\" tabindex=\"0\" position_id=\"653\"><span id=\"__span-6-1\" position_id=\"654\"><a id=\"__codelineno-6-1\" name=\"__codelineno-6-1\" position_id=\"655\"/><span class=\"k\" position_id=\"656\">BEGIN</span><span class=\"p\" position_id=\"657\">;</span>\n</span><span id=\"__span-6-2\" position_id=\"658\"><a id=\"__codelineno-6-2\" name=\"__codelineno-6-2\" position_id=\"659\"/><span class=\"c1\" position_id=\"660\">-- table listing the various Insee databases available</span>\n</span><span id=\"__span-6-3\" position_id=\"661\"><a id=\"__codelineno-6-3\" name=\"__codelineno-6-3\" position_id=\"662\"/>\n</span><span id=\"__span-6-4\" position_id=\"663\"><a id=\"__codelineno-6-4\" name=\"__codelineno-6-4\" position_id=\"664\"/><span class=\"k\" position_id=\"665\">CREATE</span><span class=\"w\" position_id=\"666\"> </span><span class=\"k\" position_id=\"667\">TABLE</span><span class=\"w\" position_id=\"668\"> </span><span class=\"n\" position_id=\"669\">insee</span><span class=\"p\" position_id=\"670\">.</span><span class=\"n\" position_id=\"671\">bases</span><span class=\"w\" position_id=\"672\"> </span><span class=\"p\" position_id=\"673\">(</span>\n</span><span id=\"__span-6-5\" position_id=\"674\"><a id=\"__codelineno-6-5\" name=\"__codelineno-6-5\" position_id=\"675\"/><span class=\"n\" position_id=\"676\">pk_id</span><span class=\"w\" position_id=\"677\"> </span><span class=\"n\" position_id=\"678\">int2</span><span class=\"w\" position_id=\"679\"> </span><span class=\"k\" position_id=\"680\">PRIMARY</span><span class=\"w\" position_id=\"681\"> </span><span class=\"k\" position_id=\"682\">KEY</span><span class=\"w\" position_id=\"683\"> </span><span class=\"k\" position_id=\"684\">GENERATED</span><span class=\"w\" position_id=\"685\"> </span><span class=\"k\" position_id=\"686\">BY</span><span class=\"w\" position_id=\"687\"> </span><span class=\"k\" position_id=\"688\">DEFAULT</span><span class=\"w\" position_id=\"689\"> </span><span class=\"k\" position_id=\"690\">AS</span><span class=\"w\" position_id=\"691\"> </span><span class=\"k\" position_id=\"692\">IDENTITY</span><span class=\"p\" position_id=\"693\">,</span>\n</span><span id=\"__span-6-6\" position_id=\"694\"><a id=\"__codelineno-6-6\" name=\"__codelineno-6-6\" position_id=\"695\"/><span class=\"n\" position_id=\"696\">nom</span><span class=\"w\" position_id=\"697\"> </span><span class=\"nb\" position_id=\"698\">text</span><span class=\"w\" position_id=\"699\"> </span><span class=\"k\" position_id=\"700\">NOT</span><span class=\"w\" position_id=\"701\"> </span><span class=\"k\" position_id=\"702\">NULL</span>\n</span><span id=\"__span-6-7\" position_id=\"703\"><a id=\"__codelineno-6-7\" name=\"__codelineno-6-7\" position_id=\"704\"/><span class=\"p\" position_id=\"705\">);</span>\n</span><span id=\"__span-6-8\" position_id=\"706\"><a id=\"__codelineno-6-8\" name=\"__codelineno-6-8\" position_id=\"707\"/>\n</span><span id=\"__span-6-9\" position_id=\"708\"><a id=\"__codelineno-6-9\" name=\"__codelineno-6-9\" position_id=\"709\"/><span class=\"c1\" position_id=\"710\">-- table storing data by municipalities</span>\n</span><span id=\"__span-6-10\" position_id=\"711\"><a id=\"__codelineno-6-10\" name=\"__codelineno-6-10\" position_id=\"712\"/>\n</span><span id=\"__span-6-11\" position_id=\"713\"><a id=\"__codelineno-6-11\" name=\"__codelineno-6-11\" position_id=\"714\"/><span class=\"k\" position_id=\"715\">CREATE</span><span class=\"w\" position_id=\"716\"> </span><span class=\"k\" position_id=\"717\">TABLE</span><span class=\"w\" position_id=\"718\"> </span><span class=\"n\" position_id=\"719\">insee</span><span class=\"p\" position_id=\"720\">.</span><span class=\"n\" position_id=\"721\">donnees_communes</span><span class=\"w\" position_id=\"722\"> </span><span class=\"p\" position_id=\"723\">(</span>\n</span><span id=\"__span-6-12\" position_id=\"724\"><a id=\"__codelineno-6-12\" name=\"__codelineno-6-12\" position_id=\"725\"/><span class=\"n\" position_id=\"726\">pk_id</span><span class=\"w\" position_id=\"727\"> </span><span class=\"n\" position_id=\"728\">int4</span><span class=\"w\" position_id=\"729\"> </span><span class=\"k\" position_id=\"730\">PRIMARY</span><span class=\"w\" position_id=\"731\"> </span><span class=\"k\" position_id=\"732\">KEY</span><span class=\"w\" position_id=\"733\"> </span><span class=\"k\" position_id=\"734\">GENERATED</span><span class=\"w\" position_id=\"735\"> </span><span class=\"k\" position_id=\"736\">BY</span><span class=\"w\" position_id=\"737\"> </span><span class=\"k\" position_id=\"738\">DEFAULT</span><span class=\"w\" position_id=\"739\"> </span><span class=\"k\" position_id=\"740\">AS</span><span class=\"w\" position_id=\"741\"> </span><span class=\"k\" position_id=\"742\">IDENTITY</span><span class=\"p\" position_id=\"743\">,</span>\n</span><span id=\"__span-6-13\" position_id=\"744\"><a id=\"__codelineno-6-13\" name=\"__codelineno-6-13\" position_id=\"745\"/><span class=\"n\" position_id=\"746\">code_commune</span><span class=\"w\" position_id=\"747\"> </span><span class=\"nb\" position_id=\"748\">text</span><span class=\"w\" position_id=\"749\"> </span><span class=\"k\" position_id=\"750\">NOT</span><span class=\"w\" position_id=\"751\"> </span><span class=\"k\" position_id=\"752\">NULL</span><span class=\"w\" position_id=\"753\"> </span><span class=\"k\" position_id=\"754\">CHECK</span><span class=\"w\" position_id=\"755\"> </span><span class=\"k\" position_id=\"756\">length</span><span class=\"p\" position_id=\"757\">(</span><span class=\"n\" position_id=\"758\">code_commune</span><span class=\"p\" position_id=\"759\">)</span><span class=\"w\" position_id=\"760\"> </span><span class=\"o\" position_id=\"761\">=</span><span class=\"w\" position_id=\"762\"> </span><span class=\"mi\" position_id=\"763\">5</span><span class=\"p\" position_id=\"764\">,</span><span class=\"w\" position_id=\"765\"> </span><span class=\"c1\" position_id=\"766\">-- let&apos;s not forget the Corsicans who have municipalities codes in 2A and 2B, hence the text type</span>\n</span><span id=\"__span-6-14\" position_id=\"767\"><a id=\"__codelineno-6-14\" name=\"__codelineno-6-14\" position_id=\"768\"/><span class=\"n\" position_id=\"769\">fk_base</span><span class=\"w\" position_id=\"770\"> </span><span class=\"n\" position_id=\"771\">int2</span><span class=\"w\" position_id=\"772\"> </span><span class=\"k\" position_id=\"773\">NOT</span><span class=\"w\" position_id=\"774\"> </span><span class=\"k\" position_id=\"775\">NULL</span><span class=\"p\" position_id=\"776\">,</span>\n</span><span id=\"__span-6-15\" position_id=\"777\"><a id=\"__codelineno-6-15\" name=\"__codelineno-6-15\" position_id=\"778\"/><span class=\"n\" position_id=\"779\">annee</span><span class=\"w\" position_id=\"780\"> </span><span class=\"n\" position_id=\"781\">int2</span><span class=\"w\" position_id=\"782\"> </span><span class=\"k\" position_id=\"783\">NOT</span><span class=\"w\" position_id=\"784\"> </span><span class=\"k\" position_id=\"785\">NULL</span><span class=\"p\" position_id=\"786\">,</span>\n</span><span id=\"__span-6-16\" position_id=\"787\"><a id=\"__codelineno-6-16\" name=\"__codelineno-6-16\" position_id=\"788\"/><span class=\"n\" position_id=\"789\">donnees</span><span class=\"w\" position_id=\"790\"> </span><span class=\"n\" position_id=\"791\">jsonb</span><span class=\"w\" position_id=\"792\"> </span><span class=\"k\" position_id=\"793\">NOT</span><span class=\"w\" position_id=\"794\"> </span><span class=\"k\" position_id=\"795\">NULL</span><span class=\"p\" position_id=\"796\">,</span>\n</span><span id=\"__span-6-17\" position_id=\"797\"><a id=\"__codelineno-6-17\" name=\"__codelineno-6-17\" position_id=\"798\"/><span class=\"k\" position_id=\"799\">UNIQUE</span><span class=\"w\" position_id=\"800\"> </span><span class=\"p\" position_id=\"801\">(</span><span class=\"n\" position_id=\"802\">fk_base</span><span class=\"p\" position_id=\"803\">,</span><span class=\"w\" position_id=\"804\"> </span><span class=\"n\" position_id=\"805\">annee</span><span class=\"p\" position_id=\"806\">,</span><span class=\"w\" position_id=\"807\"> </span><span class=\"n\" position_id=\"808\">code_commune</span><span class=\"p\" position_id=\"809\">)</span>\n</span><span id=\"__span-6-18\" position_id=\"810\"><a id=\"__codelineno-6-18\" name=\"__codelineno-6-18\" position_id=\"811\"/><span class=\"k\" position_id=\"812\">CONSTRAINT</span><span class=\"w\" position_id=\"813\"> </span><span class=\"n\" position_id=\"814\">fk_donnees_bases</span><span class=\"w\" position_id=\"815\"> </span><span class=\"k\" position_id=\"816\">FOREIGN</span><span class=\"w\" position_id=\"817\"> </span><span class=\"k\" position_id=\"818\">KEY</span><span class=\"w\" position_id=\"819\"> </span><span class=\"n\" position_id=\"820\">fk_base</span><span class=\"w\" position_id=\"821\"> </span><span class=\"k\" position_id=\"822\">ON</span><span class=\"w\" position_id=\"823\"> </span><span class=\"n\" position_id=\"824\">insee</span><span class=\"p\" position_id=\"825\">.</span><span class=\"n\" position_id=\"826\">bases</span><span class=\"p\" position_id=\"827\">(</span><span class=\"n\" position_id=\"828\">pk_id</span><span class=\"p\" position_id=\"829\">)</span><span class=\"w\" position_id=\"830\"> </span><span class=\"k\" position_id=\"831\">ON</span><span class=\"w\" position_id=\"832\"> </span><span class=\"k\" position_id=\"833\">UPDATE</span><span class=\"w\" position_id=\"834\"> </span><span class=\"k\" position_id=\"835\">CASCADE</span><span class=\"w\" position_id=\"836\"> </span><span class=\"k\" position_id=\"837\">ON</span><span class=\"w\" position_id=\"838\"> </span><span class=\"k\" position_id=\"839\">DELETE</span><span class=\"w\" position_id=\"840\"> </span><span class=\"k\" position_id=\"841\">CASCADE</span>\n</span><span id=\"__span-6-19\" position_id=\"842\"><a id=\"__codelineno-6-19\" name=\"__codelineno-6-19\" position_id=\"843\"/><span class=\"p\" position_id=\"844\">);</span>\n</span><span id=\"__span-6-20\" position_id=\"845\"><a id=\"__codelineno-6-20\" name=\"__codelineno-6-20\" position_id=\"846\"/>\n</span><span id=\"__span-6-21\" position_id=\"847\"><a id=\"__codelineno-6-21\" name=\"__codelineno-6-21\" position_id=\"848\"/><span class=\"c1\" position_id=\"849\">-- Index creation</span>\n</span><span id=\"__span-6-22\" position_id=\"850\"><a id=\"__codelineno-6-22\" name=\"__codelineno-6-22\" position_id=\"851\"/><span class=\"c1\" position_id=\"852\">-- A multi-field index is already automatically created on (fk_base, annee, code_commune) thanks to the UNIQUE clause in the table declaration.</span>\n</span><span id=\"__span-6-23\" position_id=\"853\"><a id=\"__codelineno-6-23\" name=\"__codelineno-6-23\" position_id=\"854\"/><span class=\"k\" position_id=\"855\">CREATE</span><span class=\"w\" position_id=\"856\"> </span><span class=\"k\" position_id=\"857\">INDEX</span><span class=\"w\" position_id=\"858\"> </span><span class=\"n\" position_id=\"859\">idx_donnees_com_donnees</span><span class=\"w\" position_id=\"860\"> </span><span class=\"k\" position_id=\"861\">ON</span><span class=\"w\" position_id=\"862\"> </span><span class=\"n\" position_id=\"863\">insee</span><span class=\"p\" position_id=\"864\">.</span><span class=\"n\" position_id=\"865\">donnees_communes</span><span class=\"w\" position_id=\"866\"> </span><span class=\"k\" position_id=\"867\">USING</span><span class=\"w\" position_id=\"868\"> </span><span class=\"n\" position_id=\"869\">gin</span><span class=\"w\" position_id=\"870\"> </span><span class=\"p\" position_id=\"871\">(</span><span class=\"n\" position_id=\"872\">donnees</span><span class=\"p\" position_id=\"873\">);</span>\n</span><span id=\"__span-6-24\" position_id=\"874\"><a id=\"__codelineno-6-24\" name=\"__codelineno-6-24\" position_id=\"875\"/><span class=\"k\" position_id=\"876\">END</span><span class=\"p\" position_id=\"877\">;</span>\n</span></code></pre></div></td></tr></tbody></table>", "x": "/html/body/div[3]/main/div/div[3]/article/div[8]/table"}]}, "tags": ["table"], "label": "table", "web_segment_id": 41, "global_sentence_id": 67, "edu_l1_label": "EDU_O"}, {"txt": "The most fussy of you DBAs will have noticed this CHECK.", "language": "english", "position": {"atoms": [{"position_id": 3991, "txt": "The most fussy of you DBAs will have noticed this ", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]"}, {"position_id": 3993, "txt": "CHECK", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[1]"}, {"position_id": 3995, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": " “Why doesn't he use varchar(5)?", "language": "english", "position": {"atoms": [{"position_id": 3996, "txt": " “Why doesn't he use varchar(5)?", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": " It really doesn't make sense!”", "language": "english", "position": {"atoms": [{"position_id": 3997, "txt": " It really doesn't make sense!”", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": " Quite simply, because this form allows you to use a text type with really arbitrary numbers of characters (the text type) unlike varchar(255), while being able to control the minimum and maximum number with the CHECK predicate (unlike varchar which only controls the maximum) as explained on the [Postgres wiki].(https://wiki.postgresql.org/wiki/Don%27t_Do_This#Don.27t_use_varchar.28n.29_by_default).", "language": "english", "position": {"atoms": [{"position_id": 3998, "txt": " Quite simply, because this form allows you to use a text type with ", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[1]"}, {"position_id": 4000, "txt": "really", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/strong"}, {"position_id": 4002, "txt": " arbitrary numbers of characters (the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/strong"}, {"position_id": 4004, "txt": "text", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[2]"}, {"position_id": 4006, "txt": " type) unlike varchar(255), while being able to control the minimum and maximum number with the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[2]"}, {"position_id": 4008, "txt": "CHECK", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[3]"}, {"position_id": 4010, "txt": " predicate (unlike varchar which only controls the maximum) as explained on the [Postgres wiki].(", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/code[3]"}, {"position_id": 4012, "txt": "https://wiki.postgresql.org/wiki/Don%27t_Do_This#Don.27t_use_varchar.28n.29_by_default", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/a"}, {"position_id": 4014, "txt": ").", "x": "/html/body/div[3]/main/div/div[3]/article/p[23]/a"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 42, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "And we insert a few rows in our insee.bases table :", "language": "english", "position": {"atoms": [{"position_id": 4016, "txt": "And we insert a few rows in our insee.bases table :", "x": "/html/body/div[3]/main/div/div[3]/article/p[24]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "<table <table class=\"highlighttable\" position_id=\"886\"><tbody position_id=\"887\"><tr position_id=\"888\"><th class=\"filename\" colspan=\"2\" position_id=\"889\"><span class=\"filename\" position_id=\"890\">SQL script for data insertion</span></th></tr><tr position_id=\"891\"><td class=\"linenos\" position_id=\"892\"><div class=\"linenodiv\" position_id=\"893\"><pre position_id=\"894\"><span position_id=\"895\"/><span class=\"normal\" position_id=\"896\"><a href=\"#__codelineno-7-1\" position_id=\"897\">1</a></span><span class=\"normal\" position_id=\"898\"><a href=\"#__codelineno-7-2\" position_id=\"899\">2</a></span><span class=\"normal\" position_id=\"900\"><a href=\"#__codelineno-7-3\" position_id=\"901\">3</a></span><span class=\"normal\" position_id=\"902\"><a href=\"#__codelineno-7-4\" position_id=\"903\">4</a></span><span class=\"normal\" position_id=\"904\"><a href=\"#__codelineno-7-5\" position_id=\"905\">5</a></span><span class=\"normal\" position_id=\"906\"><a href=\"#__codelineno-7-6\" position_id=\"907\">6</a></span><span class=\"normal\" position_id=\"908\"><a href=\"#__codelineno-7-7\" position_id=\"909\">7</a></span></pre></div></td><td class=\"code\" position_id=\"910\"><div position_id=\"911\"><pre id=\"__code_7\" position_id=\"912\"><span position_id=\"913\"/><code class=\"md-code__content\" position_id=\"914\"><span id=\"__span-7-1\" position_id=\"915\"><a id=\"__codelineno-7-1\" name=\"__codelineno-7-1\" position_id=\"916\"/><span class=\"k\" position_id=\"917\">INSERT</span><span class=\"w\" position_id=\"918\"> </span><span class=\"k\" position_id=\"919\">INTO</span><span class=\"w\" position_id=\"920\"> </span><span class=\"n\" position_id=\"921\">insee</span><span class=\"p\" position_id=\"922\">.</span><span class=\"n\" position_id=\"923\">bases</span><span class=\"w\" position_id=\"924\"> </span><span class=\"p\" position_id=\"925\">(</span><span class=\"n\" position_id=\"926\">nom</span><span class=\"p\" position_id=\"927\">)</span><span class=\"w\" position_id=\"928\"> </span><span class=\"k\" position_id=\"929\">VALUES</span></span><span id=\"__span-7-2\" position_id=\"930\"><a id=\"__codelineno-7-2\" name=\"__codelineno-7-2\" position_id=\"931\"/><span class=\"p\" position_id=\"932\">(</span><span class=\"s1\" position_id=\"933\">&apos;rp_population&apos;</span><span class=\"p\" position_id=\"934\">),</span></span><span id=\"__span-7-3\" position_id=\"935\"><a id=\"__codelineno-7-3\" name=\"__codelineno-7-3\" position_id=\"936\"/><span class=\"p\" position_id=\"937\">(</span><span class=\"s1\" position_id=\"938\">&apos;rp_menages&apos;</span><span class=\"p\" position_id=\"939\">),</span></span><span id=\"__span-7-4\" position_id=\"940\"><a id=\"__codelineno-7-4\" name=\"__codelineno-7-4\" position_id=\"941\"/><span class=\"p\" position_id=\"942\">(</span><span class=\"s1\" position_id=\"943\">&apos;rp_logement&apos;</span><span class=\"p\" position_id=\"944\">),</span></span><span id=\"__span-7-5\" position_id=\"945\"><a id=\"__codelineno-7-5\" name=\"__codelineno-7-5\" position_id=\"946\"/><span class=\"p\" position_id=\"947\">(</span><span class=\"s1\" position_id=\"948\">&apos;rp_diplomes&apos;</span><span class=\"p\" position_id=\"949\">),</span></span><span id=\"__span-7-6\" position_id=\"950\"><a id=\"__codelineno-7-6\" name=\"__codelineno-7-6\" position_id=\"951\"/><span class=\"p\" position_id=\"952\">(</span><span class=\"s1\" position_id=\"953\">&apos;rp_activite&apos;</span><span class=\"p\" position_id=\"954\">),</span></span><span id=\"__span-7-7\" position_id=\"955\"><a id=\"__codelineno-7-7\" name=\"__codelineno-7-7\" position_id=\"956\"/><span class=\"p\" position_id=\"957\">(</span><span class=\"s1\" position_id=\"958\">&apos;rp_emploi&apos;</span><span class=\"p\" position_id=\"959\">)</span></span></code></pre></div></td></tr></tbody></table>", "language": "english", "position": {"atoms": [{"position_id": 886, "txt": "<table <table class=\"highlighttable\" position_id=\"886\"><tbody position_id=\"887\"><tr position_id=\"888\"><th class=\"filename\" colspan=\"2\" position_id=\"889\"><span class=\"filename\" position_id=\"890\">SQL script for data insertion</span></th></tr><tr position_id=\"891\"><td class=\"linenos\" position_id=\"892\"><div class=\"linenodiv\" position_id=\"893\"><pre position_id=\"894\"><span position_id=\"895\"/><span class=\"normal\" position_id=\"896\"><a href=\"#__codelineno-7-1\" position_id=\"897\">1</a></span>\n<span class=\"normal\" position_id=\"898\"><a href=\"#__codelineno-7-2\" position_id=\"899\">2</a></span>\n<span class=\"normal\" position_id=\"900\"><a href=\"#__codelineno-7-3\" position_id=\"901\">3</a></span>\n<span class=\"normal\" position_id=\"902\"><a href=\"#__codelineno-7-4\" position_id=\"903\">4</a></span>\n<span class=\"normal\" position_id=\"904\"><a href=\"#__codelineno-7-5\" position_id=\"905\">5</a></span>\n<span class=\"normal\" position_id=\"906\"><a href=\"#__codelineno-7-6\" position_id=\"907\">6</a></span>\n<span class=\"normal\" position_id=\"908\"><a href=\"#__codelineno-7-7\" position_id=\"909\">7</a></span></pre></div></td><td class=\"code\" position_id=\"910\"><div position_id=\"911\"><pre id=\"__code_7\" position_id=\"912\"><span position_id=\"913\"/><code class=\"md-code__content\" position_id=\"914\"><span id=\"__span-7-1\" position_id=\"915\"><a id=\"__codelineno-7-1\" name=\"__codelineno-7-1\" position_id=\"916\"/><span class=\"k\" position_id=\"917\">INSERT</span><span class=\"w\" position_id=\"918\"> </span><span class=\"k\" position_id=\"919\">INTO</span><span class=\"w\" position_id=\"920\"> </span><span class=\"n\" position_id=\"921\">insee</span><span class=\"p\" position_id=\"922\">.</span><span class=\"n\" position_id=\"923\">bases</span><span class=\"w\" position_id=\"924\"> </span><span class=\"p\" position_id=\"925\">(</span><span class=\"n\" position_id=\"926\">nom</span><span class=\"p\" position_id=\"927\">)</span><span class=\"w\" position_id=\"928\"> </span><span class=\"k\" position_id=\"929\">VALUES</span>\n</span><span id=\"__span-7-2\" position_id=\"930\"><a id=\"__codelineno-7-2\" name=\"__codelineno-7-2\" position_id=\"931\"/><span class=\"p\" position_id=\"932\">(</span><span class=\"s1\" position_id=\"933\">&apos;rp_population&apos;</span><span class=\"p\" position_id=\"934\">),</span>\n</span><span id=\"__span-7-3\" position_id=\"935\"><a id=\"__codelineno-7-3\" name=\"__codelineno-7-3\" position_id=\"936\"/><span class=\"p\" position_id=\"937\">(</span><span class=\"s1\" position_id=\"938\">&apos;rp_menages&apos;</span><span class=\"p\" position_id=\"939\">),</span>\n</span><span id=\"__span-7-4\" position_id=\"940\"><a id=\"__codelineno-7-4\" name=\"__codelineno-7-4\" position_id=\"941\"/><span class=\"p\" position_id=\"942\">(</span><span class=\"s1\" position_id=\"943\">&apos;rp_logement&apos;</span><span class=\"p\" position_id=\"944\">),</span>\n</span><span id=\"__span-7-5\" position_id=\"945\"><a id=\"__codelineno-7-5\" name=\"__codelineno-7-5\" position_id=\"946\"/><span class=\"p\" position_id=\"947\">(</span><span class=\"s1\" position_id=\"948\">&apos;rp_diplomes&apos;</span><span class=\"p\" position_id=\"949\">),</span>\n</span><span id=\"__span-7-6\" position_id=\"950\"><a id=\"__codelineno-7-6\" name=\"__codelineno-7-6\" position_id=\"951\"/><span class=\"p\" position_id=\"952\">(</span><span class=\"s1\" position_id=\"953\">&apos;rp_activite&apos;</span><span class=\"p\" position_id=\"954\">),</span>\n</span><span id=\"__span-7-7\" position_id=\"955\"><a id=\"__codelineno-7-7\" name=\"__codelineno-7-7\" position_id=\"956\"/><span class=\"p\" position_id=\"957\">(</span><span class=\"s1\" position_id=\"958\">&apos;rp_emploi&apos;</span><span class=\"p\" position_id=\"959\">)</span>\n</span></code></pre></div></td></tr></tbody></table>", "x": "/html/body/div[3]/main/div/div[3]/article/div[9]/table"}]}, "tags": ["table"], "label": "table", "web_segment_id": 44, "global_sentence_id": 73, "edu_l1_label": "EDU_O"}, {"txt": "Data insertion and retrieval#", "language": "english", "position": {"atoms": [{"position_id": 4018, "txt": "Data insertion and retrieval", "x": "/html/body/div[3]/main/div/div[3]/article/h2[5]"}, {"position_id": 4020, "txt": "#", "x": "/html/body/div[3]/main/div/div[3]/article/h2[5]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 45, "global_sentence_id": 74, "edu_l1_label": "BOS"}, {"txt": "To pass text/SQL data to JSON-encoded data in the appropriate dedicated field, PostgreSQL has some functions.", "language": "english", "position": {"atoms": [{"position_id": 4022, "txt": "To pass text/SQL data to JSON-encoded data in the appropriate dedicated field, PostgreSQL has ", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]"}, {"position_id": 4024, "txt": "some", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/a/em"}, {"position_id": 4026, "txt": " functions", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/a/em"}, {"position_id": 4028, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/a"}]}, "tags": ["em"], "label": "content", "web_segment_id": 46, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": " We're going to use the jsonb_object() function, which transforms a sql array in the form key1, value1, key2, value2 .... into a jsonb object with only one nesting level.", "language": "english", "position": {"atoms": [{"position_id": 4029, "txt": " We're going to use the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/a"}, {"position_id": 4031, "txt": "jsonb_object()", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[1]"}, {"position_id": 4033, "txt": " function, which transforms a sql ", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[1]"}, {"position_id": 4035, "txt": "array", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[2]"}, {"position_id": 4037, "txt": " in the form ", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[2]"}, {"position_id": 4039, "txt": "key1, value1, key2, value2 ....", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[3]"}, {"position_id": 4041, "txt": " into a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[3]"}, {"position_id": 4043, "txt": "jsonb", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[4]"}, {"position_id": 4045, "txt": " object with only one nesting level.", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[4]"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": " Other functions are available for more complex objects (such as jsonb_build_object()).", "language": "english", "position": {"atoms": [{"position_id": 4046, "txt": " Other functions are available for more complex objects (such as ", "x": "/html/body/div[3]/main/div/div[3]/article/p[25]/code[4]"}, {"position_id": 4048, "txt": "jsonb_build_object()", 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"position": {"atoms": [{"position_id": 4422, "txt": "The ", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]"}, {"position_id": 4424, "txt": "$", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[1]"}, {"position_id": 4426, "txt": " indicates the start of the returned json path.", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": " We follow this first symbol with a dot to move on to the next object.", "language": "english", "position": {"atoms": [{"position_id": 4427, "txt": " We follow this first symbol with a dot to move on to the next object.", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": " Then, by the next key name and so on up to the searched key, to which we paste a [1] for the 2ᵉ value in the list (values start at 0).", "language": "english", "position": {"atoms": [{"position_id": 4428, "txt": " Then, by the next key name and so on up to the searched key, to which we paste a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[1]"}, {"position_id": 4430, "txt": "[1]", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[2]"}, {"position_id": 4432, "txt": " for the 2ᵉ value in the list (values start at 0).", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": " For more information on json_path, please refer to the documentation.", "language": "english", "position": {"atoms": [{"position_id": 4433, "txt": " For more information on ", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[2]"}, {"position_id": 4435, "txt": "json_path", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[3]"}, {"position_id": 4437, "txt": ", please refer to the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/code[3]"}, {"position_id": 4439, "txt": "documentation", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/a"}, {"position_id": 4441, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[35]/a"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "Let's tackle the census#", "language": "english", "position": {"atoms": [{"position_id": 4443, "txt": "Let's tackle the census", "x": "/html/body/div[3]/main/div/div[3]/article/h2[6]"}, {"position_id": 4445, "txt": "#", "x": "/html/body/div[3]/main/div/div[3]/article/h2[6]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 69, "global_sentence_id": 125, "edu_l1_label": "BOS"}, {"txt": "Well, now that we've tried to explain the concepts as best we can with simple examples, because we've got to start somewhere, let's try something a little more voluminous.", "language": "english", "position": {"atoms": [{"position_id": 4447, "txt": "Well, now that we've tried to explain the concepts as best we can with simple examples, because we've got to start somewhere, let's try something a little more voluminous.", "x": "/html/body/div[3]/main/div/div[3]/article/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "Let's retrieve the latest population data from the municipal census in csv format from the Insee website (you'll want the bases for the main indicators, sorry page not available in english).", "language": "english", "position": {"atoms": [{"position_id": 4449, "txt": "Let's retrieve the latest population data from the municipal census ", "x": "/html/body/div[3]/main/div/div[3]/article/p[38]"}, {"position_id": 4451, "txt": "in csv format from the Insee website", "x": "/html/body/div[3]/main/div/div[3]/article/p[38]/a"}, {"position_id": 4453, "txt": " (you'll want the bases for the main indicators, sorry page not available in english).", "x": "/html/body/div[3]/main/div/div[3]/article/p[38]/a"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": " For this example, we'll use the “Evolution et structure de la population” file.", "language": "english", "position": {"atoms": [{"position_id": 4454, "txt": " For this example, we'll use the “Evolution et structure de la population” file.", "x": "/html/body/div[3]/main/div/div[3]/article/p[38]/a"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": " First, clean up the field names.", "language": "english", "position": {"atoms": [{"position_id": 4455, "txt": " First, clean up the field names.", "x": "/html/body/div[3]/main/div/div[3]/article/p[38]/a"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": " Insee systematically indicates the year in its field names, which means that they change every year for the same indicator.", "language": "english", "position": {"atoms": [{"position_id": 4456, "txt": " Insee systematically indicates the year in its field names, which means that they change every year for the same indicator.", "x": "/html/body/div[3]/main/div/div[3]/article/p[38]/a"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "All field names begin with P or C, indicating main survey (raw answers to census questions) or complementary survey (cross-referencing of answers to establish an indicator).", "language": "english", "position": {"atoms": [{"position_id": 4458, "txt": "All field names begin with P or C, indicating ", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]"}, {"position_id": 4460, "txt": "main survey", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/em[1]"}, {"position_id": 4462, "txt": " (raw answers to census questions) or ", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/em[1]"}, {"position_id": 4464, "txt": "complementary survey", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/em[2]"}, {"position_id": 4466, "txt": " (cross-referencing of answers to establish an indicator).", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/em[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 72, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": " Fields from the main survey and those from the complementary survey must not be cross-referenced.", "language": "english", "position": {"atoms": [{"position_id": 4467, "txt": " Fields from the main survey and those from the complementary survey must not be cross-referenced.", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/em[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 72, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": " This information should obviously be kept, but for personal reasons, I prefer to put it at the end of the name rather than at the beginning.", "language": "english", "position": {"atoms": [{"position_id": 4468, "txt": " This information should obviously be kept, but for personal reasons, I prefer to put it at the end of the name rather than at the beginning.", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/em[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 72, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": " In this way, we move from normalized fields such as P18_POP to a normalization of this type POP_P.", "language": "english", "position": {"atoms": [{"position_id": 4469, "txt": " In this way, we move from normalized fields such as ", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/em[2]"}, {"position_id": 4471, "txt": "P18_POP", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/code[1]"}, {"position_id": 4473, "txt": " to a normalization of this type ", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/code[1]"}, {"position_id": 4475, "txt": "POP_P", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/code[2]"}, {"position_id": 4477, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[39]/code[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 72, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "You'll find here a spreadsheet to take care of all this.", "language": "english", "position": {"atoms": [{"position_id": 4479, "txt": "You'll find ", "x": "/html/body/div[3]/main/div/div[3]/article/p[40]"}, {"position_id": 4481, "txt": "here", "x": "/html/body/div[3]/main/div/div[3]/article/p[40]/a"}, {"position_id": 4483, "txt": " a spreadsheet to take care of all this.", "x": "/html/body/div[3]/main/div/div[3]/article/p[40]/a"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "Before inserting the data into our table, we'll go through a temporary table to make the data accessible in Postgres.", "language": "english", "position": {"atoms": [{"position_id": 4485, "txt": "Before inserting the data into our table, we'll go through a temporary table to make the data accessible in Postgres.", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": " Using Postgresql's COPY would be tedious, as you'd have to specify the hundred or so fields contained in the census population section of the command.", "language": "english", "position": {"atoms": [{"position_id": 4486, "txt": " Using Postgresql's ", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]"}, {"position_id": 4488, "txt": "COPY", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]/code"}, {"position_id": 4490, "txt": " would be tedious, as you'd have to specify the hundred or so fields contained in the census population section of the command.", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]/code"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": " And I'm not ashamed to say that I've got a baobab in my hand at the thought.", "language": "english", "position": {"atoms": [{"position_id": 4491, "txt": " And I'm not ashamed to say that I've got a baobab in my hand at the thought.", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]/code"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": " So we pull out this wonderful software called QGIS.", "language": "english", "position": {"atoms": [{"position_id": 4492, "txt": " So we pull out this wonderful software called QGIS.", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]/code"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": " We activate the Explorer and Explorer2 panels.", "language": "english", "position": {"atoms": [{"position_id": 4493, "txt": " We activate the Explorer and Explorer2 panels.", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]/code"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": " We create a connection to the database with creation rights, and with a graceful flick of the wrist, we drag the file from the Explorer panel to the Postgres database in Explorer2.", "language": "english", "position": {"atoms": [{"position_id": 4494, "txt": " We create a connection to the database with creation rights, and with a graceful flick of the wrist, we drag the file from the Explorer panel to the Postgres database in Explorer2.", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]/code"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": " Let the magic happen.", "language": "english", "position": {"atoms": [{"position_id": 4495, "txt": " Let the magic happen.", "x": "/html/body/div[3]/main/div/div[3]/article/p[41]/code"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "Now, get ready for perhaps one of the weirdest INSERTs of your life (at least, it was for me!).", "language": "english", "position": {"atoms": [{"position_id": 4497, "txt": "Now, get ready for perhaps one of the weirdest INSERTs of your life (at least, it was for me!).", "x": "/html/body/div[3]/main/div/div[3]/article/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": " Ugh.", "language": "english", "position": {"atoms": [{"position_id": 4498, "txt": " Ugh.", "x": "/html/body/div[3]/main/div/div[3]/article/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": " I realize that if I wanted to do this right, I'd also have to explain CTE.", "language": "english", "position": {"atoms": [{"position_id": 4499, "txt": " I realize that if I wanted to do this right, I'd also have to explain ", "x": "/html/body/div[3]/main/div/div[3]/article/p[42]"}, {"position_id": 4501, "txt": "CTE", "x": "/html/body/div[3]/main/div/div[3]/article/p[42]/a"}, {"position_id": 4503, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[42]/a"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": " But I'll let you click on the link so as not to make it too long.", "language": "english", "position": {"atoms": [{"position_id": 4504, "txt": " But I'll let you click on the link so as not to make it too long.", "x": "/html/body/div[3]/main/div/div[3]/article/p[42]/a"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "We're going to use the CTE to concatenate the name we want to give to our keys with the values contained in our temporary table in a string separated by ,.", "language": "english", "position": {"atoms": [{"position_id": 4506, "txt": "We're going to use the CTE to concatenate the name we want to give to our keys with the values contained in our temporary table in a string separated by ", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]"}, {"position_id": 4508, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[1]"}, {"position_id": 4510, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": " We'll send it to a string_to_array() function and then to a jsonb_object() function.", "language": "english", "position": {"atoms": [{"position_id": 4511, "txt": " We'll send it to a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[1]"}, {"position_id": 4513, "txt": "string_to_array()", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[2]"}, {"position_id": 4515, "txt": " function and then to a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[2]"}, {"position_id": 4517, "txt": "jsonb_object()", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[3]"}, {"position_id": 4519, "txt": " function.", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[3]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": " We'll also take the opportunity to clean up any tabs or carriage returns that might remain with a regular expression, using the regex_replace() function.", "language": "english", "position": {"atoms": [{"position_id": 4520, "txt": " We'll also take the opportunity to clean up any tabs or carriage returns that might remain with a regular expression, using the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[3]"}, {"position_id": 4522, "txt": "regex_replace()", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[4]"}, {"position_id": 4524, "txt": " function.", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[4]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": " (These characters are called \\t,\\nand \\r).", "language": "english", "position": {"atoms": [{"position_id": 4525, "txt": " (These characters are called ", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[4]"}, {"position_id": 4527, "txt": "\\t", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[5]"}, {"position_id": 4529, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[5]"}, {"position_id": 4531, "txt": "\\n", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[6]"}, {"position_id": 4533, "txt": "and ", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[6]"}, {"position_id": 4535, "txt": "\\r", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[7]"}, {"position_id": 4537, "txt": ").", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[7]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": " The latter function takes 3 arguments:", "language": "english", "position": {"atoms": [{"position_id": 4538, "txt": " The latter function takes 3 arguments:", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[7]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": " the source string, the searched-for pattern and the replacement text.", "language": "english", "position": {"atoms": [{"position_id": 4539, "txt": " the source string, the searched-for ", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[7]"}, {"position_id": 4541, "txt": "pattern", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[8]"}, {"position_id": 4543, "txt": " and the replacement text.", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[8]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": " The optional g flag* is added to replace all occurrences found.", "language": "english", "position": {"atoms": [{"position_id": 4544, "txt": " The optional ", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[8]"}, {"position_id": 4546, "txt": "g", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[9]"}, {"position_id": 4548, "txt": " flag* is added to replace all occurrences found.", "x": "/html/body/div[3]/main/div/div[3]/article/p[43]/code[9]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "Note that if your temporary table has a name other than “rp_population_import”, you'll need to modify the FROM clause in the CTE.", "language": "english", "position": {"atoms": [{"position_id": 4550, "txt": "Note that if your temporary table has a name other than “rp_population_import”, you'll need to modify the FROM clause in the CTE.", "x": "/html/body/div[3]/main/div/div[3]/article/p[44]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "<table <table class=\"highlighttable\" position_id=\"1307\"><tbody position_id=\"1308\"><tr position_id=\"1309\"><th class=\"filename\" colspan=\"2\" position_id=\"1310\"><span class=\"filename\" position_id=\"1311\">The weirdest INSERT of your life (with a CTE)</span></th></tr><tr position_id=\"1312\"><td class=\"linenos\" position_id=\"1313\"><div class=\"linenodiv\" position_id=\"1314\"/></td><td class=\"code\" position_id=\"1559\"><div position_id=\"1560\"><pre id=\"__code_14\" position_id=\"1561\"><span position_id=\"1562\"/><code class=\"md-code__content\" tabindex=\"0\" position_id=\"1563\"><span id=\"__span-14-1\" position_id=\"1564\"><a id=\"__codelineno-14-1\" name=\"__codelineno-14-1\" position_id=\"1565\"/><span class=\"c1\" position_id=\"1566\">-- cte cte concatenating data with keys and cleaning up special characters.</span></span><span id=\"__span-14-2\" position_id=\"1567\"><a id=\"__codelineno-14-2\" name=\"__codelineno-14-2\" position_id=\"1568\"/><span class=\"k\" position_id=\"1569\">WITH</span><span class=\"w\" position_id=\"1570\"> </span><span class=\"n\" position_id=\"1571\">d</span><span class=\"w\" position_id=\"1572\"> </span><span class=\"k\" position_id=\"1573\">AS</span><span class=\"w\" position_id=\"1574\"> </span><span class=\"p\" position_id=\"1575\">(</span></span><span id=\"__span-14-3\" position_id=\"1576\"><a id=\"__codelineno-14-3\" name=\"__codelineno-14-3\" position_id=\"1577\"/><span class=\"w\" position_id=\"1578\"> </span><span class=\"k\" position_id=\"1579\">SELECT</span></span><span id=\"__span-14-4\" position_id=\"1580\"><a id=\"__codelineno-14-4\" name=\"__codelineno-14-4\" position_id=\"1581\"/><span class=\"w\" position_id=\"1582\"> </span><span class=\"n\" position_id=\"1583\">CODGEO</span><span class=\"p\" position_id=\"1584\">,</span></span><span id=\"__span-14-5\" position_id=\"1585\"><a id=\"__codelineno-14-5\" name=\"__codelineno-14-5\" position_id=\"1586\"/><span class=\"w\" position_id=\"1587\"> </span><span class=\"n\" position_id=\"1588\">regexp_replace</span><span class=\"p\" position_id=\"1589\">(</span><span class=\"s1\" position_id=\"1590\">&apos;pop_p,&apos;</span><span class=\"w\" position_id=\"1591\"> </span><span class=\"o\" position_id=\"1592\">||</span><span class=\"w\" position_id=\"1593\"> </span><span class=\"n\" position_id=\"1594\">POP_P</span><span class=\"w\" position_id=\"1595\"> </span><span class=\"o\" position_id=\"1596\">||</span><span class=\"w\" position_id=\"1597\"> </span><span class=\"s1\" position_id=\"1598\">&apos;,</span></span><span id=\"__span-14-6\" position_id=\"1599\"><a id=\"__codelineno-14-6\" name=\"__codelineno-14-6\" position_id=\"1600\"/><span class=\"s1\" position_id=\"1601\"> pop_0_14_ans_p,&apos;</span><span class=\"w\" position_id=\"1602\"> </span><span class=\"o\" position_id=\"1603\">||</span><span class=\"w\" position_id=\"1604\"> </span><span class=\"n\" position_id=\"1605\">POP0014_P</span><span class=\"w\" position_id=\"1606\"> </span><span class=\"o\" position_id=\"1607\">||</span><span class=\"w\" position_id=\"1608\"> </span><span class=\"s1\" position_id=\"1609\">&apos;,</span></span><span id=\"__span-14-7\" position_id=\"1610\"><a id=\"__codelineno-14-7\" name=\"__codelineno-14-7\" position_id=\"1611\"/><span class=\"s1\" position_id=\"1612\"> pop_15_29_ans_p,&apos;</span><span class=\"w\" position_id=\"1613\"> </span><span class=\"o\" position_id=\"1614\">||</span><span class=\"w\" position_id=\"1615\"> </span><span class=\"n\" position_id=\"1616\">POP1529_P</span><span class=\"w\" position_id=\"1617\"> </span><span class=\"o\" position_id=\"1618\">||</span><span class=\"w\" position_id=\"1619\"> </span><span class=\"s1\" position_id=\"1620\">&apos;,</span></span><span id=\"__span-14-8\" position_id=\"1621\"><a id=\"__codelineno-14-8\" name=\"__codelineno-14-8\" position_id=\"1622\"/><span class=\"s1\" position_id=\"1623\"> pop_30_44_ans_p,&apos;</span><span class=\"w\" position_id=\"1624\"> </span><span class=\"o\" position_id=\"1625\">||</span><span class=\"w\" position_id=\"1626\"> </span><span class=\"n\" position_id=\"1627\">POP3044_P</span><span class=\"w\" position_id=\"1628\"> </span><span class=\"o\" position_id=\"1629\">||</span><span class=\"w\" position_id=\"1630\"> </span><span class=\"s1\" position_id=\"1631\">&apos;,</span></span><span id=\"__span-14-9\" position_id=\"1632\"><a id=\"__codelineno-14-9\" name=\"__codelineno-14-9\" position_id=\"1633\"/><span class=\"s1\" position_id=\"1634\"> pop_45_59_ans_p,&apos;</span><span class=\"w\" position_id=\"1635\"> </span><span class=\"o\" position_id=\"1636\">||</span><span class=\"w\" position_id=\"1637\"> </span><span class=\"n\" position_id=\"1638\">POP4559_P</span><span class=\"w\" position_id=\"1639\"> </span><span class=\"o\" position_id=\"1640\">||</span><span class=\"w\" position_id=\"1641\"> </span><span class=\"s1\" position_id=\"1642\">&apos;,</span></span><span id=\"__span-14-10\" position_id=\"1643\"><a id=\"__codelineno-14-10\" name=\"__codelineno-14-10\" position_id=\"1644\"/><span class=\"s1\" position_id=\"1645\"> pop_60_74_ans_p,&apos;</span><span class=\"w\" position_id=\"1646\"> </span><span class=\"o\" position_id=\"1647\">||</span><span class=\"w\" position_id=\"1648\"> </span><span class=\"n\" position_id=\"1649\">POP6074_P</span><span class=\"w\" position_id=\"1650\"> </span><span class=\"o\" position_id=\"1651\">||</span><span class=\"w\" position_id=\"1652\"> </span><span class=\"s1\" position_id=\"1653\">&apos;,</span></span><span id=\"__span-14-11\" position_id=\"1654\"><a id=\"__codelineno-14-11\" name=\"__codelineno-14-11\" position_id=\"1655\"/><span class=\"s1\" position_id=\"1656\"> pop_75_89_ans_p,&apos;</span><span class=\"w\" position_id=\"1657\"> </span><span class=\"o\" position_id=\"1658\">||</span><span class=\"w\" position_id=\"1659\"> </span><span class=\"n\" position_id=\"1660\">POP7589_P</span><span class=\"w\" position_id=\"1661\"> </span><span class=\"o\" position_id=\"1662\">||</span><span class=\"w\" position_id=\"1663\"> </span><span class=\"s1\" position_id=\"1664\">&apos;,</span></span><span id=\"__span-14-12\" position_id=\"1665\"><a id=\"__codelineno-14-12\" name=\"__codelineno-14-12\" position_id=\"1666\"/><span class=\"s1\" position_id=\"1667\"> pop_90_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1668\"> </span><span class=\"o\" position_id=\"1669\">||</span><span class=\"w\" position_id=\"1670\"> </span><span class=\"n\" position_id=\"1671\">POP90P_P</span><span class=\"w\" position_id=\"1672\"> </span><span class=\"o\" position_id=\"1673\">||</span><span class=\"w\" position_id=\"1674\"> </span><span class=\"s1\" position_id=\"1675\">&apos;,</span></span><span id=\"__span-14-13\" position_id=\"1676\"><a id=\"__codelineno-14-13\" name=\"__codelineno-14-13\" position_id=\"1677\"/><span class=\"s1\" position_id=\"1678\"> hommes_p,&apos;</span><span class=\"w\" position_id=\"1679\"> </span><span class=\"o\" position_id=\"1680\">||</span><span class=\"w\" position_id=\"1681\"> </span><span class=\"n\" position_id=\"1682\">POPH_P</span><span class=\"w\" position_id=\"1683\"> </span><span class=\"o\" position_id=\"1684\">||</span><span class=\"w\" position_id=\"1685\"> </span><span class=\"s1\" position_id=\"1686\">&apos;,</span></span><span id=\"__span-14-14\" position_id=\"1687\"><a id=\"__codelineno-14-14\" name=\"__codelineno-14-14\" position_id=\"1688\"/><span class=\"s1\" position_id=\"1689\"> hommes_0_14_ans_p,&apos;</span><span class=\"w\" position_id=\"1690\"> </span><span class=\"o\" position_id=\"1691\">||</span><span class=\"w\" position_id=\"1692\"> </span><span class=\"n\" position_id=\"1693\">H0014_P</span><span class=\"w\" position_id=\"1694\"> </span><span class=\"o\" position_id=\"1695\">||</span><span class=\"w\" position_id=\"1696\"> </span><span class=\"s1\" position_id=\"1697\">&apos;,</span></span><span id=\"__span-14-15\" position_id=\"1698\"><a id=\"__codelineno-14-15\" name=\"__codelineno-14-15\" position_id=\"1699\"/><span class=\"s1\" position_id=\"1700\"> hommes_15_29_ans_p,&apos;</span><span class=\"w\" position_id=\"1701\"> </span><span class=\"o\" position_id=\"1702\">||</span><span class=\"w\" position_id=\"1703\"> </span><span class=\"n\" position_id=\"1704\">H1529_P</span><span class=\"w\" position_id=\"1705\"> </span><span class=\"o\" position_id=\"1706\">||</span><span class=\"w\" position_id=\"1707\"> </span><span class=\"s1\" position_id=\"1708\">&apos;,</span></span><span id=\"__span-14-16\" position_id=\"1709\"><a id=\"__codelineno-14-16\" name=\"__codelineno-14-16\" position_id=\"1710\"/><span class=\"s1\" position_id=\"1711\"> hommes_30_44_ans_p,&apos;</span><span class=\"w\" position_id=\"1712\"> </span><span class=\"o\" position_id=\"1713\">||</span><span class=\"w\" position_id=\"1714\"> </span><span class=\"n\" position_id=\"1715\">H3044_P</span><span class=\"w\" position_id=\"1716\"> </span><span class=\"o\" position_id=\"1717\">||</span><span class=\"w\" position_id=\"1718\"> </span><span class=\"s1\" position_id=\"1719\">&apos;,</span></span><span id=\"__span-14-17\" position_id=\"1720\"><a id=\"__codelineno-14-17\" name=\"__codelineno-14-17\" position_id=\"1721\"/><span class=\"s1\" position_id=\"1722\"> hommes_45_59_ans_p,&apos;</span><span class=\"w\" position_id=\"1723\"> </span><span class=\"o\" position_id=\"1724\">||</span><span class=\"w\" position_id=\"1725\"> </span><span class=\"n\" position_id=\"1726\">H4559_P</span><span class=\"w\" position_id=\"1727\"> </span><span class=\"o\" position_id=\"1728\">||</span><span class=\"w\" position_id=\"1729\"> </span><span class=\"s1\" position_id=\"1730\">&apos;,</span></span><span id=\"__span-14-18\" position_id=\"1731\"><a id=\"__codelineno-14-18\" name=\"__codelineno-14-18\" position_id=\"1732\"/><span class=\"s1\" position_id=\"1733\"> hommes_60_74_ans_p,&apos;</span><span class=\"w\" position_id=\"1734\"> </span><span class=\"o\" position_id=\"1735\">||</span><span class=\"w\" position_id=\"1736\"> </span><span class=\"n\" position_id=\"1737\">H6074_P</span><span class=\"w\" position_id=\"1738\"> </span><span class=\"o\" position_id=\"1739\">||</span><span class=\"w\" position_id=\"1740\"> </span><span class=\"s1\" position_id=\"1741\">&apos;,</span></span><span id=\"__span-14-19\" position_id=\"1742\"><a id=\"__codelineno-14-19\" name=\"__codelineno-14-19\" position_id=\"1743\"/><span class=\"s1\" position_id=\"1744\"> hommes_75_89_ans_p,&apos;</span><span class=\"w\" position_id=\"1745\"> </span><span class=\"o\" position_id=\"1746\">||</span><span class=\"w\" position_id=\"1747\"> </span><span class=\"n\" position_id=\"1748\">H7589_P</span><span class=\"w\" position_id=\"1749\"> </span><span class=\"o\" position_id=\"1750\">||</span><span class=\"w\" position_id=\"1751\"> </span><span class=\"s1\" position_id=\"1752\">&apos;,</span></span><span id=\"__span-14-20\" position_id=\"1753\"><a id=\"__codelineno-14-20\" name=\"__codelineno-14-20\" position_id=\"1754\"/><span class=\"s1\" position_id=\"1755\"> hommes_90_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1756\"> </span><span class=\"o\" position_id=\"1757\">||</span><span class=\"w\" position_id=\"1758\"> </span><span class=\"n\" position_id=\"1759\">H90P_P</span><span class=\"w\" position_id=\"1760\"> </span><span class=\"o\" position_id=\"1761\">||</span><span class=\"w\" position_id=\"1762\"> </span><span class=\"s1\" position_id=\"1763\">&apos;,</span></span><span id=\"__span-14-21\" position_id=\"1764\"><a id=\"__codelineno-14-21\" name=\"__codelineno-14-21\" position_id=\"1765\"/><span class=\"s1\" position_id=\"1766\"> hommes_0_19_ans_p,&apos;</span><span class=\"w\" position_id=\"1767\"> </span><span class=\"o\" position_id=\"1768\">||</span><span class=\"w\" position_id=\"1769\"> </span><span class=\"n\" position_id=\"1770\">H0019_P</span><span class=\"w\" position_id=\"1771\"> </span><span class=\"o\" position_id=\"1772\">||</span><span class=\"w\" position_id=\"1773\"> </span><span class=\"s1\" position_id=\"1774\">&apos;,</span></span><span id=\"__span-14-22\" position_id=\"1775\"><a id=\"__codelineno-14-22\" name=\"__codelineno-14-22\" position_id=\"1776\"/><span class=\"s1\" position_id=\"1777\"> hommes_20_64_ans_p,&apos;</span><span class=\"w\" position_id=\"1778\"> </span><span class=\"o\" position_id=\"1779\">||</span><span class=\"w\" position_id=\"1780\"> </span><span class=\"n\" position_id=\"1781\">H2064_P</span><span class=\"w\" position_id=\"1782\"> </span><span class=\"o\" position_id=\"1783\">||</span><span class=\"w\" position_id=\"1784\"> </span><span class=\"s1\" position_id=\"1785\">&apos;,</span></span><span id=\"__span-14-23\" position_id=\"1786\"><a id=\"__codelineno-14-23\" name=\"__codelineno-14-23\" position_id=\"1787\"/><span class=\"s1\" position_id=\"1788\"> hommes_65_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1789\"> </span><span class=\"o\" position_id=\"1790\">||</span><span class=\"w\" position_id=\"1791\"> </span><span class=\"n\" position_id=\"1792\">H65P_P</span><span class=\"w\" position_id=\"1793\"> </span><span class=\"o\" position_id=\"1794\">||</span><span class=\"w\" position_id=\"1795\"> </span><span class=\"s1\" position_id=\"1796\">&apos;,</span></span><span id=\"__span-14-24\" position_id=\"1797\"><a id=\"__codelineno-14-24\" name=\"__codelineno-14-24\" position_id=\"1798\"/><span class=\"s1\" position_id=\"1799\"> femmes_p,&apos;</span><span class=\"w\" position_id=\"1800\"> </span><span class=\"o\" position_id=\"1801\">||</span><span class=\"w\" position_id=\"1802\"> </span><span class=\"n\" position_id=\"1803\">POPF_P</span><span class=\"w\" position_id=\"1804\"> </span><span class=\"o\" position_id=\"1805\">||</span><span class=\"w\" position_id=\"1806\"> </span><span class=\"s1\" position_id=\"1807\">&apos;,</span></span><span id=\"__span-14-25\" position_id=\"1808\"><a id=\"__codelineno-14-25\" name=\"__codelineno-14-25\" position_id=\"1809\"/><span class=\"s1\" position_id=\"1810\"> femmes_0_14_ans_p,&apos;</span><span class=\"w\" position_id=\"1811\"> </span><span class=\"o\" position_id=\"1812\">||</span><span class=\"w\" position_id=\"1813\"> </span><span class=\"n\" position_id=\"1814\">F0014_P</span><span class=\"w\" position_id=\"1815\"> </span><span class=\"o\" position_id=\"1816\">||</span><span class=\"w\" position_id=\"1817\"> </span><span class=\"s1\" position_id=\"1818\">&apos;,</span></span><span id=\"__span-14-26\" position_id=\"1819\"><a id=\"__codelineno-14-26\" name=\"__codelineno-14-26\" position_id=\"1820\"/><span class=\"s1\" position_id=\"1821\"> femmes_15_29_ans_p,&apos;</span><span class=\"w\" position_id=\"1822\"> </span><span class=\"o\" position_id=\"1823\">||</span><span class=\"w\" position_id=\"1824\"> </span><span class=\"n\" position_id=\"1825\">F1529_P</span><span class=\"w\" position_id=\"1826\"> </span><span class=\"o\" position_id=\"1827\">||</span><span class=\"w\" position_id=\"1828\"> </span><span class=\"s1\" position_id=\"1829\">&apos;,</span></span><span id=\"__span-14-27\" position_id=\"1830\"><a id=\"__codelineno-14-27\" name=\"__codelineno-14-27\" position_id=\"1831\"/><span class=\"s1\" position_id=\"1832\"> femmes_30_44_ans_p,&apos;</span><span class=\"w\" position_id=\"1833\"> </span><span class=\"o\" position_id=\"1834\">||</span><span class=\"w\" position_id=\"1835\"> </span><span class=\"n\" position_id=\"1836\">F3044_P</span><span class=\"w\" position_id=\"1837\"> </span><span class=\"o\" position_id=\"1838\">||</span><span class=\"w\" position_id=\"1839\"> </span><span class=\"s1\" position_id=\"1840\">&apos;,</span></span><span id=\"__span-14-28\" position_id=\"1841\"><a id=\"__codelineno-14-28\" name=\"__codelineno-14-28\" position_id=\"1842\"/><span class=\"s1\" position_id=\"1843\"> femmes_45_59_ans_p,&apos;</span><span class=\"w\" position_id=\"1844\"> </span><span class=\"o\" position_id=\"1845\">||</span><span class=\"w\" position_id=\"1846\"> </span><span class=\"n\" position_id=\"1847\">F4559_P</span><span class=\"w\" position_id=\"1848\"> </span><span class=\"o\" position_id=\"1849\">||</span><span class=\"w\" position_id=\"1850\"> </span><span class=\"s1\" position_id=\"1851\">&apos;,</span></span><span id=\"__span-14-29\" position_id=\"1852\"><a id=\"__codelineno-14-29\" name=\"__codelineno-14-29\" position_id=\"1853\"/><span class=\"s1\" position_id=\"1854\"> femmes_60_74_ans_p,&apos;</span><span class=\"w\" position_id=\"1855\"> </span><span class=\"o\" position_id=\"1856\">||</span><span class=\"w\" position_id=\"1857\"> </span><span class=\"n\" position_id=\"1858\">F6074_P</span><span class=\"w\" position_id=\"1859\"> </span><span class=\"o\" position_id=\"1860\">||</span><span class=\"w\" position_id=\"1861\"> </span><span class=\"s1\" position_id=\"1862\">&apos;,</span></span><span id=\"__span-14-30\" position_id=\"1863\"><a id=\"__codelineno-14-30\" name=\"__codelineno-14-30\" position_id=\"1864\"/><span class=\"s1\" position_id=\"1865\"> femmes_75_89_ans_p,&apos;</span><span class=\"w\" position_id=\"1866\"> </span><span class=\"o\" position_id=\"1867\">||</span><span class=\"w\" position_id=\"1868\"> </span><span class=\"n\" position_id=\"1869\">F7589_P</span><span class=\"w\" position_id=\"1870\"> </span><span class=\"o\" position_id=\"1871\">||</span><span class=\"w\" position_id=\"1872\"> </span><span class=\"s1\" position_id=\"1873\">&apos;,</span></span><span id=\"__span-14-31\" position_id=\"1874\"><a id=\"__codelineno-14-31\" name=\"__codelineno-14-31\" position_id=\"1875\"/><span class=\"s1\" position_id=\"1876\"> femmes_90_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1877\"> </span><span class=\"o\" position_id=\"1878\">||</span><span class=\"w\" position_id=\"1879\"> </span><span class=\"n\" position_id=\"1880\">F90P_P</span><span class=\"w\" position_id=\"1881\"> </span><span class=\"o\" position_id=\"1882\">||</span><span class=\"w\" position_id=\"1883\"> </span><span class=\"s1\" position_id=\"1884\">&apos;,</span></span><span id=\"__span-14-32\" position_id=\"1885\"><a id=\"__codelineno-14-32\" name=\"__codelineno-14-32\" position_id=\"1886\"/><span class=\"s1\" position_id=\"1887\"> femmes_0_19_ans_p,&apos;</span><span class=\"w\" position_id=\"1888\"> </span><span class=\"o\" position_id=\"1889\">||</span><span class=\"w\" position_id=\"1890\"> </span><span class=\"n\" position_id=\"1891\">F0019_P</span><span class=\"w\" position_id=\"1892\"> </span><span class=\"o\" position_id=\"1893\">||</span><span class=\"w\" position_id=\"1894\"> </span><span class=\"s1\" position_id=\"1895\">&apos;,</span></span><span id=\"__span-14-33\" position_id=\"1896\"><a id=\"__codelineno-14-33\" name=\"__codelineno-14-33\" position_id=\"1897\"/><span class=\"s1\" position_id=\"1898\"> femmes_20_64_ans_p,&apos;</span><span class=\"w\" position_id=\"1899\"> </span><span class=\"o\" position_id=\"1900\">||</span><span class=\"w\" position_id=\"1901\"> </span><span class=\"n\" position_id=\"1902\">F2064_P</span><span class=\"w\" position_id=\"1903\"> </span><span class=\"o\" position_id=\"1904\">||</span><span class=\"w\" position_id=\"1905\"> </span><span class=\"s1\" position_id=\"1906\">&apos;,</span></span><span id=\"__span-14-34\" position_id=\"1907\"><a id=\"__codelineno-14-34\" name=\"__codelineno-14-34\" position_id=\"1908\"/><span class=\"s1\" position_id=\"1909\"> femmes_65_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1910\"> </span><span class=\"o\" position_id=\"1911\">||</span><span class=\"w\" position_id=\"1912\"> </span><span class=\"n\" position_id=\"1913\">F65P_P</span><span class=\"w\" position_id=\"1914\"> </span><span class=\"o\" position_id=\"1915\">||</span><span class=\"w\" position_id=\"1916\"> </span><span class=\"s1\" position_id=\"1917\">&apos;,</span></span><span id=\"__span-14-35\" position_id=\"1918\"><a id=\"__codelineno-14-35\" name=\"__codelineno-14-35\" position_id=\"1919\"/><span class=\"s1\" position_id=\"1920\"> pop_1an_ou_plus_localisee_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1921\"> </span><span class=\"o\" position_id=\"1922\">||</span><span class=\"w\" position_id=\"1923\"> </span><span class=\"n\" position_id=\"1924\">POP01P_P</span><span class=\"w\" position_id=\"1925\"> </span><span class=\"o\" position_id=\"1926\">||</span><span class=\"w\" position_id=\"1927\"> </span><span class=\"s1\" position_id=\"1928\">&apos;,</span></span><span id=\"__span-14-36\" position_id=\"1929\"><a id=\"__codelineno-14-36\" name=\"__codelineno-14-36\" position_id=\"1930\"/><span class=\"s1\" position_id=\"1931\"> pop_1an_ou_plus_meme_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1932\"> </span><span class=\"o\" position_id=\"1933\">||</span><span class=\"w\" position_id=\"1934\"> </span><span class=\"n\" position_id=\"1935\">POP01P_IRAN1_P</span><span class=\"w\" position_id=\"1936\"> </span><span class=\"o\" position_id=\"1937\">||</span><span class=\"w\" position_id=\"1938\"> </span><span class=\"s1\" position_id=\"1939\">&apos;,</span></span><span id=\"__span-14-37\" position_id=\"1940\"><a id=\"__codelineno-14-37\" name=\"__codelineno-14-37\" position_id=\"1941\"/><span class=\"s1\" position_id=\"1942\"> pop_1an_ou_plus_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1943\"> </span><span class=\"o\" position_id=\"1944\">||</span><span class=\"w\" position_id=\"1945\"> </span><span class=\"n\" position_id=\"1946\">POP01P_IRAN2_P</span><span class=\"w\" position_id=\"1947\"> </span><span class=\"o\" position_id=\"1948\">||</span><span class=\"w\" position_id=\"1949\"> </span><span class=\"s1\" position_id=\"1950\">&apos;,</span></span><span id=\"__span-14-38\" position_id=\"1951\"><a id=\"__codelineno-14-38\" name=\"__codelineno-14-38\" position_id=\"1952\"/><span class=\"s1\" position_id=\"1953\"> pop_1an_ou_plus_meme_departement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1954\"> </span><span class=\"o\" position_id=\"1955\">||</span><span class=\"w\" position_id=\"1956\"> </span><span class=\"n\" position_id=\"1957\">POP01P_IRAN3_P</span><span class=\"w\" position_id=\"1958\"> </span><span class=\"o\" position_id=\"1959\">||</span><span class=\"w\" position_id=\"1960\"> </span><span class=\"s1\" position_id=\"1961\">&apos;,</span></span><span id=\"__span-14-39\" position_id=\"1962\"><a id=\"__codelineno-14-39\" name=\"__codelineno-14-39\" position_id=\"1963\"/><span class=\"s1\" position_id=\"1964\"> pop_1an_ou_plus_meme_region_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1965\"> </span><span class=\"o\" position_id=\"1966\">||</span><span class=\"w\" position_id=\"1967\"> </span><span class=\"n\" position_id=\"1968\">POP01P_IRAN4_P</span><span class=\"w\" position_id=\"1969\"> </span><span class=\"o\" position_id=\"1970\">||</span><span class=\"w\" position_id=\"1971\"> </span><span class=\"s1\" position_id=\"1972\">&apos;,</span></span><span id=\"__span-14-40\" position_id=\"1973\"><a id=\"__codelineno-14-40\" name=\"__codelineno-14-40\" position_id=\"1974\"/><span class=\"s1\" position_id=\"1975\"> pop_1an_ou_plus_autre_region_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1976\"> </span><span class=\"o\" position_id=\"1977\">||</span><span class=\"w\" position_id=\"1978\"> </span><span class=\"n\" position_id=\"1979\">POP01P_IRAN5_P</span><span class=\"w\" position_id=\"1980\"> </span><span class=\"o\" position_id=\"1981\">||</span><span class=\"w\" position_id=\"1982\"> </span><span class=\"s1\" position_id=\"1983\">&apos;,</span></span><span id=\"__span-14-41\" position_id=\"1984\"><a id=\"__codelineno-14-41\" name=\"__codelineno-14-41\" position_id=\"1985\"/><span class=\"s1\" position_id=\"1986\"> pop_1an_ou_plus_un_dom_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1987\"> </span><span class=\"o\" position_id=\"1988\">||</span><span class=\"w\" position_id=\"1989\"> </span><span class=\"n\" position_id=\"1990\">POP01P_IRAN6_P</span><span class=\"w\" position_id=\"1991\"> </span><span class=\"o\" position_id=\"1992\">||</span><span class=\"w\" position_id=\"1993\"> </span><span class=\"s1\" position_id=\"1994\">&apos;,</span></span><span id=\"__span-14-42\" position_id=\"1995\"><a id=\"__codelineno-14-42\" name=\"__codelineno-14-42\" position_id=\"1996\"/><span class=\"s1\" position_id=\"1997\"> pop_1an_ou_plus_hors_metropole_ou_dom_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1998\"> </span><span class=\"o\" position_id=\"1999\">||</span><span class=\"w\" position_id=\"2000\"> </span><span class=\"n\" position_id=\"2001\">POP01P_IRAN7_P</span><span class=\"w\" position_id=\"2002\"> </span><span class=\"o\" position_id=\"2003\">||</span><span class=\"w\" position_id=\"2004\"> </span><span class=\"s1\" position_id=\"2005\">&apos;,</span></span><span id=\"__span-14-43\" position_id=\"2006\"><a id=\"__codelineno-14-43\" name=\"__codelineno-14-43\" position_id=\"2007\"/><span class=\"s1\" position_id=\"2008\"> pop_1_14ans_autre_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2009\"> </span><span class=\"o\" position_id=\"2010\">||</span><span class=\"w\" position_id=\"2011\"> </span><span class=\"n\" position_id=\"2012\">POP0114_IRAN2P_P</span><span class=\"w\" position_id=\"2013\"> </span><span class=\"o\" position_id=\"2014\">||</span><span class=\"w\" position_id=\"2015\"> </span><span class=\"s1\" position_id=\"2016\">&apos;,</span></span><span id=\"__span-14-44\" position_id=\"2017\"><a id=\"__codelineno-14-44\" name=\"__codelineno-14-44\" position_id=\"2018\"/><span class=\"s1\" position_id=\"2019\"> pop_1_14ans_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2020\"> </span><span class=\"o\" position_id=\"2021\">||</span><span class=\"w\" position_id=\"2022\"> </span><span class=\"n\" position_id=\"2023\">POP0114_IRAN2_P</span><span class=\"w\" position_id=\"2024\"> </span><span class=\"o\" position_id=\"2025\">||</span><span class=\"w\" position_id=\"2026\"> </span><span class=\"s1\" position_id=\"2027\">&apos;,</span></span><span id=\"__span-14-45\" position_id=\"2028\"><a id=\"__codelineno-14-45\" name=\"__codelineno-14-45\" position_id=\"2029\"/><span class=\"s1\" position_id=\"2030\"> pop_1_14ans_autre_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2031\"> </span><span class=\"o\" position_id=\"2032\">||</span><span class=\"w\" position_id=\"2033\"> </span><span class=\"n\" position_id=\"2034\">POP0114_IRAN3P_P</span><span class=\"w\" position_id=\"2035\"> </span><span class=\"o\" position_id=\"2036\">||</span><span class=\"w\" position_id=\"2037\"> </span><span class=\"s1\" position_id=\"2038\">&apos;,</span></span><span id=\"__span-14-46\" position_id=\"2039\"><a id=\"__codelineno-14-46\" name=\"__codelineno-14-46\" position_id=\"2040\"/><span class=\"s1\" position_id=\"2041\"> pop_15_24ans_autre_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2042\"> </span><span class=\"o\" position_id=\"2043\">||</span><span class=\"w\" position_id=\"2044\"> </span><span class=\"n\" position_id=\"2045\">POP1524_IRAN2P_P</span><span class=\"w\" position_id=\"2046\"> </span><span class=\"o\" position_id=\"2047\">||</span><span class=\"w\" position_id=\"2048\"> </span><span class=\"s1\" position_id=\"2049\">&apos;,</span></span><span id=\"__span-14-47\" position_id=\"2050\"><a id=\"__codelineno-14-47\" name=\"__codelineno-14-47\" position_id=\"2051\"/><span class=\"s1\" position_id=\"2052\"> pop_15_24ans_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2053\"> </span><span class=\"o\" position_id=\"2054\">||</span><span class=\"w\" position_id=\"2055\"> </span><span class=\"n\" position_id=\"2056\">POP1524_IRAN2_P</span><span class=\"w\" position_id=\"2057\"> </span><span class=\"o\" position_id=\"2058\">||</span><span class=\"w\" position_id=\"2059\"> </span><span class=\"s1\" position_id=\"2060\">&apos;,</span></span><span id=\"__span-14-48\" position_id=\"2061\"><a id=\"__codelineno-14-48\" name=\"__codelineno-14-48\" position_id=\"2062\"/><span class=\"s1\" position_id=\"2063\"> pop_15_24ans_autre_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2064\"> </span><span class=\"o\" position_id=\"2065\">||</span><span class=\"w\" position_id=\"2066\"> </span><span class=\"n\" position_id=\"2067\">POP1524_IRAN3P_P</span><span class=\"w\" position_id=\"2068\"> </span><span class=\"o\" position_id=\"2069\">||</span><span class=\"w\" position_id=\"2070\"> </span><span class=\"s1\" position_id=\"2071\">&apos;,</span></span><span id=\"__span-14-49\" position_id=\"2072\"><a id=\"__codelineno-14-49\" name=\"__codelineno-14-49\" position_id=\"2073\"/><span class=\"s1\" position_id=\"2074\"> pop_25_54ans_autre_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2075\"> </span><span class=\"o\" position_id=\"2076\">||</span><span class=\"w\" position_id=\"2077\"> </span><span class=\"n\" position_id=\"2078\">POP2554_IRAN2P_P</span><span class=\"w\" position_id=\"2079\"> </span><span class=\"o\" position_id=\"2080\">||</span><span class=\"w\" position_id=\"2081\"> </span><span class=\"s1\" position_id=\"2082\">&apos;,</span></span><span id=\"__span-14-50\" position_id=\"2083\"><a id=\"__codelineno-14-50\" name=\"__codelineno-14-50\" position_id=\"2084\"/><span class=\"s1\" position_id=\"2085\"> pop_25_54ans_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2086\"> </span><span class=\"o\" position_id=\"2087\">||</span><span class=\"w\" position_id=\"2088\"> </span><span class=\"n\" position_id=\"2089\">POP2554_IRAN2_P</span><span class=\"w\" position_id=\"2090\"> </span><span class=\"o\" position_id=\"2091\">||</span><span class=\"w\" position_id=\"2092\"> </span><span class=\"s1\" position_id=\"2093\">&apos;,</span></span><span id=\"__span-14-51\" position_id=\"2094\"><a id=\"__codelineno-14-51\" name=\"__codelineno-14-51\" position_id=\"2095\"/><span class=\"s1\" position_id=\"2096\"> pop_25_54ans_autre_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2097\"> </span><span class=\"o\" position_id=\"2098\">||</span><span class=\"w\" position_id=\"2099\"> </span><span class=\"n\" position_id=\"2100\">POP2554_IRAN3P_P</span><span class=\"w\" position_id=\"2101\"> </span><span class=\"o\" position_id=\"2102\">||</span><span class=\"w\" position_id=\"2103\"> </span><span class=\"s1\" position_id=\"2104\">&apos;,</span></span><span id=\"__span-14-52\" position_id=\"2105\"><a id=\"__codelineno-14-52\" name=\"__codelineno-14-52\" position_id=\"2106\"/><span class=\"s1\" position_id=\"2107\"> pop_55_ou_plus_autre_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2108\"> </span><span class=\"o\" position_id=\"2109\">||</span><span class=\"w\" position_id=\"2110\"> </span><span class=\"n\" position_id=\"2111\">POP55P_IRAN2P_P</span><span class=\"w\" position_id=\"2112\"> </span><span class=\"o\" position_id=\"2113\">||</span><span class=\"w\" position_id=\"2114\"> </span><span class=\"s1\" position_id=\"2115\">&apos;,</span></span><span id=\"__span-14-53\" position_id=\"2116\"><a id=\"__codelineno-14-53\" name=\"__codelineno-14-53\" position_id=\"2117\"/><span class=\"s1\" position_id=\"2118\"> pop_55_ou_plus_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2119\"> </span><span class=\"o\" position_id=\"2120\">||</span><span class=\"w\" position_id=\"2121\"> </span><span class=\"n\" position_id=\"2122\">POP55P_IRAN2_P</span><span class=\"w\" position_id=\"2123\"> </span><span class=\"o\" position_id=\"2124\">||</span><span class=\"w\" position_id=\"2125\"> </span><span class=\"s1\" position_id=\"2126\">&apos;,</span></span><span id=\"__span-14-54\" position_id=\"2127\"><a id=\"__codelineno-14-54\" name=\"__codelineno-14-54\" position_id=\"2128\"/><span class=\"s1\" position_id=\"2129\"> pop_55_ou_plus_autre_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2130\"> </span><span class=\"o\" position_id=\"2131\">||</span><span class=\"w\" position_id=\"2132\"> </span><span class=\"n\" position_id=\"2133\">POP55P_IRAN3P_P</span><span class=\"w\" position_id=\"2134\"> </span><span class=\"o\" position_id=\"2135\">||</span><span class=\"w\" position_id=\"2136\"> </span><span class=\"s1\" position_id=\"2137\">&apos;,</span></span><span id=\"__span-14-55\" position_id=\"2138\"><a id=\"__codelineno-14-55\" name=\"__codelineno-14-55\" position_id=\"2139\"/><span class=\"s1\" position_id=\"2140\"> pop_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2141\"> </span><span class=\"o\" position_id=\"2142\">||</span><span class=\"w\" position_id=\"2143\"> </span><span class=\"n\" position_id=\"2144\">POP15P_C</span><span class=\"w\" position_id=\"2145\"> </span><span class=\"o\" position_id=\"2146\">||</span><span class=\"w\" position_id=\"2147\"> </span><span class=\"s1\" position_id=\"2148\">&apos;,</span></span><span id=\"__span-14-56\" position_id=\"2149\"><a id=\"__codelineno-14-56\" name=\"__codelineno-14-56\" position_id=\"2150\"/><span class=\"s1\" position_id=\"2151\"> agriculteurs_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2152\"> </span><span class=\"o\" position_id=\"2153\">||</span><span class=\"w\" position_id=\"2154\"> </span><span class=\"n\" position_id=\"2155\">POP15P_CS1_C</span><span class=\"w\" position_id=\"2156\"> </span><span class=\"o\" position_id=\"2157\">||</span><span class=\"w\" position_id=\"2158\"> </span><span class=\"s1\" position_id=\"2159\">&apos;,</span></span><span id=\"__span-14-57\" position_id=\"2160\"><a id=\"__codelineno-14-57\" name=\"__codelineno-14-57\" position_id=\"2161\"/><span class=\"s1\" position_id=\"2162\"> artisants_commercants_chefs_entreprise_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2163\"> </span><span class=\"o\" position_id=\"2164\">||</span><span class=\"w\" position_id=\"2165\"> </span><span class=\"n\" position_id=\"2166\">POP15P_CS2_C</span><span class=\"w\" position_id=\"2167\"> </span><span class=\"o\" position_id=\"2168\">||</span><span class=\"w\" position_id=\"2169\"> </span><span class=\"s1\" position_id=\"2170\">&apos;,</span></span><span id=\"__span-14-58\" position_id=\"2171\"><a id=\"__codelineno-14-58\" name=\"__codelineno-14-58\" position_id=\"2172\"/><span class=\"s1\" position_id=\"2173\"> cadres_prof_intel_sup_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2174\"> </span><span class=\"o\" position_id=\"2175\">||</span><span class=\"w\" position_id=\"2176\"> </span><span class=\"n\" position_id=\"2177\">POP15P_CS3_C</span><span class=\"w\" position_id=\"2178\"> </span><span class=\"o\" position_id=\"2179\">||</span><span class=\"w\" position_id=\"2180\"> </span><span class=\"s1\" position_id=\"2181\">&apos;,</span></span><span id=\"__span-14-59\" position_id=\"2182\"><a id=\"__codelineno-14-59\" name=\"__codelineno-14-59\" position_id=\"2183\"/><span class=\"s1\" position_id=\"2184\"> professions_intermediaires_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2185\"> </span><span class=\"o\" position_id=\"2186\">||</span><span class=\"w\" position_id=\"2187\"> </span><span class=\"n\" position_id=\"2188\">POP15P_CS4_C</span><span class=\"w\" position_id=\"2189\"> </span><span class=\"o\" position_id=\"2190\">||</span><span class=\"w\" position_id=\"2191\"> </span><span class=\"s1\" position_id=\"2192\">&apos;,</span></span><span id=\"__span-14-60\" position_id=\"2193\"><a id=\"__codelineno-14-60\" name=\"__codelineno-14-60\" position_id=\"2194\"/><span class=\"s1\" position_id=\"2195\"> employes_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2196\"> </span><span class=\"o\" position_id=\"2197\">||</span><span class=\"w\" position_id=\"2198\"> </span><span class=\"n\" position_id=\"2199\">POP15P_CS5_C</span><span class=\"w\" position_id=\"2200\"> </span><span class=\"o\" position_id=\"2201\">||</span><span class=\"w\" position_id=\"2202\"> </span><span class=\"s1\" position_id=\"2203\">&apos;,</span></span><span id=\"__span-14-61\" position_id=\"2204\"><a id=\"__codelineno-14-61\" name=\"__codelineno-14-61\" position_id=\"2205\"/><span class=\"s1\" position_id=\"2206\"> ouvriers_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2207\"> </span><span class=\"o\" position_id=\"2208\">||</span><span class=\"w\" position_id=\"2209\"> </span><span class=\"n\" position_id=\"2210\">POP15P_CS6_C</span><span class=\"w\" position_id=\"2211\"> </span><span class=\"o\" position_id=\"2212\">||</span><span class=\"w\" position_id=\"2213\"> </span><span class=\"s1\" position_id=\"2214\">&apos;,</span></span><span id=\"__span-14-62\" position_id=\"2215\"><a id=\"__codelineno-14-62\" name=\"__codelineno-14-62\" position_id=\"2216\"/><span class=\"s1\" position_id=\"2217\"> retraites_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2218\"> </span><span class=\"o\" position_id=\"2219\">||</span><span class=\"w\" position_id=\"2220\"> </span><span class=\"n\" position_id=\"2221\">POP15P_CS7_C</span><span class=\"w\" position_id=\"2222\"> </span><span class=\"o\" position_id=\"2223\">||</span><span class=\"w\" position_id=\"2224\"> </span><span class=\"s1\" position_id=\"2225\">&apos;,</span></span><span id=\"__span-14-63\" position_id=\"2226\"><a id=\"__codelineno-14-63\" name=\"__codelineno-14-63\" position_id=\"2227\"/><span class=\"s1\" position_id=\"2228\"> autres_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2229\"> </span><span class=\"o\" position_id=\"2230\">||</span><span class=\"w\" position_id=\"2231\"> </span><span class=\"n\" position_id=\"2232\">POP15P_CS8_C</span><span class=\"w\" position_id=\"2233\"> </span><span class=\"o\" position_id=\"2234\">||</span><span class=\"w\" position_id=\"2235\"> </span><span class=\"s1\" position_id=\"2236\">&apos;,</span></span><span id=\"__span-14-64\" position_id=\"2237\"><a id=\"__codelineno-14-64\" name=\"__codelineno-14-64\" position_id=\"2238\"/><span class=\"s1\" position_id=\"2239\"> hommes_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2240\"> </span><span class=\"o\" position_id=\"2241\">||</span><span class=\"w\" position_id=\"2242\"> </span><span class=\"n\" position_id=\"2243\">H15P_C</span><span class=\"w\" position_id=\"2244\"> </span><span class=\"o\" position_id=\"2245\">||</span><span class=\"w\" position_id=\"2246\"> </span><span class=\"s1\" position_id=\"2247\">&apos;,</span></span><span id=\"__span-14-65\" position_id=\"2248\"><a id=\"__codelineno-14-65\" name=\"__codelineno-14-65\" position_id=\"2249\"/><span class=\"s1\" position_id=\"2250\"> h_agriculteurs_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2251\"> </span><span class=\"o\" position_id=\"2252\">||</span><span class=\"w\" position_id=\"2253\"> </span><span class=\"n\" position_id=\"2254\">H15P_CS1_C</span><span class=\"w\" position_id=\"2255\"> </span><span class=\"o\" position_id=\"2256\">||</span><span class=\"w\" position_id=\"2257\"> </span><span class=\"s1\" position_id=\"2258\">&apos;,</span></span><span id=\"__span-14-66\" position_id=\"2259\"><a id=\"__codelineno-14-66\" name=\"__codelineno-14-66\" position_id=\"2260\"/><span class=\"s1\" position_id=\"2261\"> h_artisants_commercants_chefs_entreprise_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2262\"> </span><span class=\"o\" position_id=\"2263\">||</span><span class=\"w\" position_id=\"2264\"> </span><span class=\"n\" position_id=\"2265\">H15P_CS2_C</span><span class=\"w\" position_id=\"2266\"> </span><span class=\"o\" position_id=\"2267\">||</span><span class=\"w\" position_id=\"2268\"> </span><span class=\"s1\" position_id=\"2269\">&apos;,</span></span><span id=\"__span-14-67\" position_id=\"2270\"><a id=\"__codelineno-14-67\" name=\"__codelineno-14-67\" position_id=\"2271\"/><span class=\"s1\" position_id=\"2272\"> h_cadres_prof_intel_sup_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2273\"> </span><span class=\"o\" position_id=\"2274\">||</span><span class=\"w\" position_id=\"2275\"> </span><span class=\"n\" position_id=\"2276\">H15P_CS3_C</span><span class=\"w\" position_id=\"2277\"> </span><span class=\"o\" position_id=\"2278\">||</span><span class=\"w\" position_id=\"2279\"> </span><span class=\"s1\" position_id=\"2280\">&apos;,</span></span><span id=\"__span-14-68\" position_id=\"2281\"><a id=\"__codelineno-14-68\" name=\"__codelineno-14-68\" position_id=\"2282\"/><span class=\"s1\" position_id=\"2283\"> h_professions_intermediaires_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2284\"> </span><span class=\"o\" position_id=\"2285\">||</span><span class=\"w\" position_id=\"2286\"> </span><span class=\"n\" position_id=\"2287\">H15P_CS4_C</span><span class=\"w\" position_id=\"2288\"> </span><span class=\"o\" position_id=\"2289\">||</span><span class=\"w\" position_id=\"2290\"> </span><span class=\"s1\" position_id=\"2291\">&apos;,</span></span><span id=\"__span-14-69\" position_id=\"2292\"><a id=\"__codelineno-14-69\" name=\"__codelineno-14-69\" position_id=\"2293\"/><span class=\"s1\" position_id=\"2294\"> h_employes_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2295\"> </span><span class=\"o\" position_id=\"2296\">||</span><span class=\"w\" position_id=\"2297\"> </span><span class=\"n\" position_id=\"2298\">H15P_CS5_C</span><span class=\"w\" position_id=\"2299\"> </span><span class=\"o\" position_id=\"2300\">||</span><span class=\"w\" position_id=\"2301\"> </span><span class=\"s1\" position_id=\"2302\">&apos;,</span></span><span id=\"__span-14-70\" position_id=\"2303\"><a id=\"__codelineno-14-70\" name=\"__codelineno-14-70\" position_id=\"2304\"/><span class=\"s1\" position_id=\"2305\"> h_ouvriers_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2306\"> </span><span class=\"o\" position_id=\"2307\">||</span><span class=\"w\" position_id=\"2308\"> </span><span class=\"n\" position_id=\"2309\">H15P_CS6_C</span><span class=\"w\" position_id=\"2310\"> </span><span class=\"o\" position_id=\"2311\">||</span><span class=\"w\" position_id=\"2312\"> </span><span class=\"s1\" position_id=\"2313\">&apos;,</span></span><span id=\"__span-14-71\" position_id=\"2314\"><a id=\"__codelineno-14-71\" name=\"__codelineno-14-71\" position_id=\"2315\"/><span class=\"s1\" position_id=\"2316\"> h_retraites_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2317\"> </span><span class=\"o\" position_id=\"2318\">||</span><span class=\"w\" position_id=\"2319\"> </span><span class=\"n\" position_id=\"2320\">H15P_CS7_C</span><span class=\"w\" position_id=\"2321\"> </span><span class=\"o\" position_id=\"2322\">||</span><span class=\"w\" position_id=\"2323\"> </span><span class=\"s1\" position_id=\"2324\">&apos;,</span></span><span id=\"__span-14-72\" position_id=\"2325\"><a id=\"__codelineno-14-72\" name=\"__codelineno-14-72\" position_id=\"2326\"/><span class=\"s1\" position_id=\"2327\"> h_autres_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2328\"> </span><span class=\"o\" position_id=\"2329\">||</span><span class=\"w\" position_id=\"2330\"> </span><span class=\"n\" position_id=\"2331\">H15P_CS8_C</span><span class=\"w\" position_id=\"2332\"> </span><span class=\"o\" position_id=\"2333\">||</span><span class=\"w\" position_id=\"2334\"> </span><span class=\"s1\" position_id=\"2335\">&apos;,</span></span><span id=\"__span-14-73\" position_id=\"2336\"><a id=\"__codelineno-14-73\" name=\"__codelineno-14-73\" position_id=\"2337\"/><span class=\"s1\" position_id=\"2338\"> femmes_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2339\"> </span><span class=\"o\" position_id=\"2340\">||</span><span class=\"w\" position_id=\"2341\"> </span><span class=\"n\" position_id=\"2342\">F15P_C</span><span class=\"w\" position_id=\"2343\"> </span><span class=\"o\" position_id=\"2344\">||</span><span class=\"w\" position_id=\"2345\"> </span><span class=\"s1\" position_id=\"2346\">&apos;,</span></span><span id=\"__span-14-74\" position_id=\"2347\"><a id=\"__codelineno-14-74\" name=\"__codelineno-14-74\" position_id=\"2348\"/><span class=\"s1\" position_id=\"2349\"> f_agricultrices_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2350\"> </span><span class=\"o\" position_id=\"2351\">||</span><span class=\"w\" position_id=\"2352\"> </span><span class=\"n\" position_id=\"2353\">F15P_CS1_C</span><span class=\"w\" position_id=\"2354\"> </span><span class=\"o\" position_id=\"2355\">||</span><span class=\"w\" position_id=\"2356\"> </span><span class=\"s1\" position_id=\"2357\">&apos;,</span></span><span id=\"__span-14-75\" position_id=\"2358\"><a id=\"__codelineno-14-75\" name=\"__codelineno-14-75\" position_id=\"2359\"/><span class=\"s1\" position_id=\"2360\"> f_artisanes_commercantes_cheffes_entreprise_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2361\"> </span><span class=\"o\" position_id=\"2362\">||</span><span class=\"w\" position_id=\"2363\"> </span><span class=\"n\" position_id=\"2364\">F15P_CS2_C</span><span class=\"w\" position_id=\"2365\"> </span><span class=\"o\" position_id=\"2366\">||</span><span class=\"w\" position_id=\"2367\"> </span><span class=\"s1\" position_id=\"2368\">&apos;,</span></span><span id=\"__span-14-76\" position_id=\"2369\"><a id=\"__codelineno-14-76\" name=\"__codelineno-14-76\" position_id=\"2370\"/><span class=\"s1\" position_id=\"2371\"> f_cadres_prof_intel_sup_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2372\"> </span><span class=\"o\" position_id=\"2373\">||</span><span class=\"w\" position_id=\"2374\"> </span><span class=\"n\" position_id=\"2375\">F15P_CS3_C</span><span class=\"w\" position_id=\"2376\"> </span><span class=\"o\" position_id=\"2377\">||</span><span class=\"w\" position_id=\"2378\"> </span><span class=\"s1\" position_id=\"2379\">&apos;,</span></span><span id=\"__span-14-77\" position_id=\"2380\"><a id=\"__codelineno-14-77\" name=\"__codelineno-14-77\" position_id=\"2381\"/><span class=\"s1\" position_id=\"2382\"> f_professions_intermediaires_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2383\"> </span><span class=\"o\" position_id=\"2384\">||</span><span class=\"w\" position_id=\"2385\"> </span><span class=\"n\" position_id=\"2386\">F15P_CS4_C</span><span class=\"w\" position_id=\"2387\"> </span><span class=\"o\" position_id=\"2388\">||</span><span class=\"w\" position_id=\"2389\"> </span><span class=\"s1\" position_id=\"2390\">&apos;,</span></span><span id=\"__span-14-78\" position_id=\"2391\"><a id=\"__codelineno-14-78\" name=\"__codelineno-14-78\" position_id=\"2392\"/><span class=\"s1\" position_id=\"2393\"> f_employees_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2394\"> </span><span class=\"o\" position_id=\"2395\">||</span><span class=\"w\" position_id=\"2396\"> </span><span class=\"n\" position_id=\"2397\">F15P_CS5_C</span><span class=\"w\" position_id=\"2398\"> </span><span class=\"o\" position_id=\"2399\">||</span><span class=\"w\" position_id=\"2400\"> </span><span class=\"s1\" position_id=\"2401\">&apos;,</span></span><span id=\"__span-14-79\" position_id=\"2402\"><a id=\"__codelineno-14-79\" name=\"__codelineno-14-79\" position_id=\"2403\"/><span class=\"s1\" position_id=\"2404\"> f_ouvrieres_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2405\"> </span><span class=\"o\" position_id=\"2406\">||</span><span class=\"w\" position_id=\"2407\"> </span><span class=\"n\" position_id=\"2408\">F15P_CS6_C</span><span class=\"w\" position_id=\"2409\"> </span><span class=\"o\" position_id=\"2410\">||</span><span class=\"w\" position_id=\"2411\"> </span><span class=\"s1\" position_id=\"2412\">&apos;,</span></span><span id=\"__span-14-80\" position_id=\"2413\"><a id=\"__codelineno-14-80\" name=\"__codelineno-14-80\" position_id=\"2414\"/><span class=\"s1\" position_id=\"2415\"> f_retraitees_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2416\"> </span><span class=\"o\" position_id=\"2417\">||</span><span class=\"w\" position_id=\"2418\"> </span><span class=\"n\" position_id=\"2419\">F15P_CS7_C</span><span class=\"w\" position_id=\"2420\"> </span><span class=\"o\" position_id=\"2421\">||</span><span class=\"w\" position_id=\"2422\"> </span><span class=\"s1\" position_id=\"2423\">&apos;,</span></span><span id=\"__span-14-81\" position_id=\"2424\"><a id=\"__codelineno-14-81\" name=\"__codelineno-14-81\" position_id=\"2425\"/><span class=\"s1\" position_id=\"2426\"> f_autres_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2427\"> </span><span class=\"o\" position_id=\"2428\">||</span><span class=\"w\" position_id=\"2429\"> </span><span class=\"n\" position_id=\"2430\">F15P_CS8_C</span><span class=\"w\" position_id=\"2431\"> </span><span class=\"o\" position_id=\"2432\">||</span><span class=\"w\" position_id=\"2433\"> </span><span class=\"s1\" position_id=\"2434\">&apos;,</span></span><span id=\"__span-14-82\" position_id=\"2435\"><a id=\"__codelineno-14-82\" name=\"__codelineno-14-82\" position_id=\"2436\"/><span class=\"s1\" position_id=\"2437\"> population_15_24_ans_c,&apos;</span><span class=\"w\" position_id=\"2438\"> </span><span class=\"o\" position_id=\"2439\">||</span><span class=\"w\" position_id=\"2440\"> </span><span class=\"n\" position_id=\"2441\">POP1524_C</span><span class=\"w\" position_id=\"2442\"> </span><span class=\"o\" position_id=\"2443\">||</span><span class=\"w\" position_id=\"2444\"> </span><span class=\"s1\" position_id=\"2445\">&apos;,</span></span><span id=\"__span-14-83\" position_id=\"2446\"><a id=\"__codelineno-14-83\" name=\"__codelineno-14-83\" position_id=\"2447\"/><span class=\"s1\" position_id=\"2448\"> pop_15_24_ans_agriculteurs_c,&apos;</span><span class=\"w\" position_id=\"2449\"> </span><span class=\"o\" position_id=\"2450\">||</span><span class=\"w\" position_id=\"2451\"> </span><span class=\"n\" position_id=\"2452\">POP1524_CS1_C</span><span class=\"w\" position_id=\"2453\"> </span><span class=\"o\" position_id=\"2454\">||</span><span class=\"w\" position_id=\"2455\"> </span><span class=\"s1\" position_id=\"2456\">&apos;,</span></span><span id=\"__span-14-84\" position_id=\"2457\"><a id=\"__codelineno-14-84\" name=\"__codelineno-14-84\" position_id=\"2458\"/><span class=\"s1\" position_id=\"2459\"> pop_15_24_ans_artisants_commercants_chefs_entreprise_c,&apos;</span><span class=\"w\" position_id=\"2460\"> </span><span class=\"o\" position_id=\"2461\">||</span><span class=\"w\" position_id=\"2462\"> </span><span class=\"n\" position_id=\"2463\">POP1524_CS2_C</span><span class=\"w\" position_id=\"2464\"> </span><span class=\"o\" position_id=\"2465\">||</span><span class=\"w\" position_id=\"2466\"> </span><span class=\"s1\" position_id=\"2467\">&apos;,</span></span><span id=\"__span-14-85\" position_id=\"2468\"><a id=\"__codelineno-14-85\" name=\"__codelineno-14-85\" position_id=\"2469\"/><span class=\"s1\" position_id=\"2470\"> pop_15_24_ans_cadres_prof_intel_sup_c,&apos;</span><span class=\"w\" position_id=\"2471\"> </span><span class=\"o\" position_id=\"2472\">||</span><span class=\"w\" position_id=\"2473\"> </span><span class=\"n\" position_id=\"2474\">POP1524_CS3_C</span><span class=\"w\" position_id=\"2475\"> </span><span class=\"o\" position_id=\"2476\">||</span><span class=\"w\" position_id=\"2477\"> </span><span class=\"s1\" position_id=\"2478\">&apos;,</span></span><span id=\"__span-14-86\" position_id=\"2479\"><a id=\"__codelineno-14-86\" name=\"__codelineno-14-86\" position_id=\"2480\"/><span class=\"s1\" position_id=\"2481\"> pop_15_24_ans_professions_intermediaires_c,&apos;</span><span class=\"w\" position_id=\"2482\"> </span><span class=\"o\" position_id=\"2483\">||</span><span class=\"w\" position_id=\"2484\"> </span><span class=\"n\" position_id=\"2485\">POP1524_CS4_C</span><span class=\"w\" position_id=\"2486\"> </span><span class=\"o\" position_id=\"2487\">||</span><span class=\"w\" position_id=\"2488\"> </span><span class=\"s1\" position_id=\"2489\">&apos;,</span></span><span id=\"__span-14-87\" position_id=\"2490\"><a id=\"__codelineno-14-87\" name=\"__codelineno-14-87\" position_id=\"2491\"/><span class=\"s1\" position_id=\"2492\"> pop_15_24_ans_employes_c,&apos;</span><span class=\"w\" position_id=\"2493\"> </span><span class=\"o\" position_id=\"2494\">||</span><span class=\"w\" position_id=\"2495\"> </span><span class=\"n\" position_id=\"2496\">POP1524_CS5_C</span><span class=\"w\" position_id=\"2497\"> </span><span class=\"o\" position_id=\"2498\">||</span><span class=\"w\" position_id=\"2499\"> </span><span class=\"s1\" position_id=\"2500\">&apos;,</span></span><span id=\"__span-14-88\" position_id=\"2501\"><a id=\"__codelineno-14-88\" name=\"__codelineno-14-88\" position_id=\"2502\"/><span class=\"s1\" position_id=\"2503\"> pop_15_24_ans_ouvriers_c,&apos;</span><span class=\"w\" position_id=\"2504\"> </span><span class=\"o\" position_id=\"2505\">||</span><span class=\"w\" position_id=\"2506\"> </span><span class=\"n\" position_id=\"2507\">POP1524_CS6_C</span><span class=\"w\" position_id=\"2508\"> </span><span class=\"o\" position_id=\"2509\">||</span><span class=\"w\" position_id=\"2510\"> </span><span class=\"s1\" position_id=\"2511\">&apos;,</span></span><span id=\"__span-14-89\" position_id=\"2512\"><a id=\"__codelineno-14-89\" name=\"__codelineno-14-89\" position_id=\"2513\"/><span class=\"s1\" position_id=\"2514\"> pop_15_24_ans_retraites_c,&apos;</span><span class=\"w\" position_id=\"2515\"> </span><span class=\"o\" position_id=\"2516\">||</span><span class=\"w\" position_id=\"2517\"> </span><span class=\"n\" position_id=\"2518\">POP1524_CS7_C</span><span class=\"w\" position_id=\"2519\"> </span><span class=\"o\" position_id=\"2520\">||</span><span class=\"w\" position_id=\"2521\"> </span><span class=\"s1\" position_id=\"2522\">&apos;,</span></span><span id=\"__span-14-90\" position_id=\"2523\"><a id=\"__codelineno-14-90\" name=\"__codelineno-14-90\" position_id=\"2524\"/><span class=\"s1\" position_id=\"2525\"> pop_15_24_ans_autres_c,&apos;</span><span class=\"w\" position_id=\"2526\"> </span><span class=\"o\" position_id=\"2527\">||</span><span class=\"w\" position_id=\"2528\"> </span><span class=\"n\" position_id=\"2529\">POP1524_CS8_C</span><span class=\"w\" position_id=\"2530\"> </span><span class=\"o\" position_id=\"2531\">||</span><span class=\"w\" position_id=\"2532\"> </span><span class=\"s1\" position_id=\"2533\">&apos;,</span></span><span id=\"__span-14-91\" position_id=\"2534\"><a id=\"__codelineno-14-91\" name=\"__codelineno-14-91\" position_id=\"2535\"/><span class=\"s1\" position_id=\"2536\"> population_25_54_ans_c,&apos;</span><span class=\"w\" position_id=\"2537\"> </span><span class=\"o\" position_id=\"2538\">||</span><span class=\"w\" position_id=\"2539\"> </span><span class=\"n\" position_id=\"2540\">POP2554_C</span><span class=\"w\" position_id=\"2541\"> </span><span class=\"o\" position_id=\"2542\">||</span><span class=\"w\" position_id=\"2543\"> </span><span class=\"s1\" position_id=\"2544\">&apos;,</span></span><span id=\"__span-14-92\" position_id=\"2545\"><a id=\"__codelineno-14-92\" name=\"__codelineno-14-92\" position_id=\"2546\"/><span class=\"s1\" position_id=\"2547\"> pop_25_54_ans_agriculteurs_c,&apos;</span><span class=\"w\" position_id=\"2548\"> </span><span class=\"o\" position_id=\"2549\">||</span><span class=\"w\" position_id=\"2550\"> </span><span class=\"n\" position_id=\"2551\">POP2554_CS1_C</span><span class=\"w\" position_id=\"2552\"> </span><span class=\"o\" position_id=\"2553\">||</span><span class=\"w\" position_id=\"2554\"> </span><span class=\"s1\" position_id=\"2555\">&apos;,</span></span><span id=\"__span-14-93\" position_id=\"2556\"><a id=\"__codelineno-14-93\" name=\"__codelineno-14-93\" position_id=\"2557\"/><span class=\"s1\" position_id=\"2558\"> pop_25_54_ans_artisants_commercants_chefs_entreprise_c,&apos;</span><span class=\"w\" position_id=\"2559\"> </span><span class=\"o\" position_id=\"2560\">||</span><span class=\"w\" position_id=\"2561\"> </span><span class=\"n\" position_id=\"2562\">POP2554_CS2_C</span><span class=\"w\" position_id=\"2563\"> </span><span class=\"o\" position_id=\"2564\">||</span><span class=\"w\" position_id=\"2565\"> </span><span class=\"s1\" position_id=\"2566\">&apos;,</span></span><span id=\"__span-14-94\" position_id=\"2567\"><a id=\"__codelineno-14-94\" name=\"__codelineno-14-94\" position_id=\"2568\"/><span class=\"s1\" position_id=\"2569\"> pop_25_54_ans_cadres_prof_intel_sup_c,&apos;</span><span class=\"w\" position_id=\"2570\"> </span><span class=\"o\" position_id=\"2571\">||</span><span class=\"w\" position_id=\"2572\"> </span><span class=\"n\" position_id=\"2573\">POP2554_CS3_C</span><span class=\"w\" position_id=\"2574\"> </span><span class=\"o\" position_id=\"2575\">||</span><span class=\"w\" position_id=\"2576\"> </span><span class=\"s1\" position_id=\"2577\">&apos;,</span></span><span id=\"__span-14-95\" position_id=\"2578\"><a id=\"__codelineno-14-95\" name=\"__codelineno-14-95\" position_id=\"2579\"/><span class=\"s1\" position_id=\"2580\"> pop_25_54_ans_professions_intermediaires_c,&apos;</span><span class=\"w\" position_id=\"2581\"> </span><span class=\"o\" position_id=\"2582\">||</span><span class=\"w\" position_id=\"2583\"> </span><span class=\"n\" position_id=\"2584\">POP2554_CS4_C</span><span class=\"w\" position_id=\"2585\"> </span><span class=\"o\" position_id=\"2586\">||</span><span class=\"w\" position_id=\"2587\"> </span><span class=\"s1\" position_id=\"2588\">&apos;,</span></span><span id=\"__span-14-96\" position_id=\"2589\"><a id=\"__codelineno-14-96\" name=\"__codelineno-14-96\" position_id=\"2590\"/><span class=\"s1\" position_id=\"2591\"> pop_25_54_ans_employes_c,&apos;</span><span class=\"w\" position_id=\"2592\"> </span><span class=\"o\" position_id=\"2593\">||</span><span class=\"w\" position_id=\"2594\"> </span><span class=\"n\" position_id=\"2595\">POP2554_CS5_C</span><span class=\"w\" position_id=\"2596\"> </span><span class=\"o\" position_id=\"2597\">||</span><span class=\"w\" position_id=\"2598\"> </span><span class=\"s1\" position_id=\"2599\">&apos;,</span></span><span id=\"__span-14-97\" position_id=\"2600\"><a id=\"__codelineno-14-97\" name=\"__codelineno-14-97\" position_id=\"2601\"/><span class=\"s1\" position_id=\"2602\"> pop_25_54_ans_ouvriers_c,&apos;</span><span class=\"w\" position_id=\"2603\"> </span><span class=\"o\" position_id=\"2604\">||</span><span class=\"w\" position_id=\"2605\"> </span><span class=\"n\" position_id=\"2606\">POP2554_CS6_C</span><span class=\"w\" position_id=\"2607\"> </span><span class=\"o\" position_id=\"2608\">||</span><span class=\"w\" position_id=\"2609\"> </span><span class=\"s1\" position_id=\"2610\">&apos;,</span></span><span id=\"__span-14-98\" position_id=\"2611\"><a id=\"__codelineno-14-98\" name=\"__codelineno-14-98\" position_id=\"2612\"/><span class=\"s1\" position_id=\"2613\"> pop_25_54_ans_retraites_c,&apos;</span><span class=\"w\" position_id=\"2614\"> </span><span class=\"o\" position_id=\"2615\">||</span><span class=\"w\" position_id=\"2616\"> </span><span class=\"n\" position_id=\"2617\">POP2554_CS7_C</span><span class=\"w\" position_id=\"2618\"> </span><span class=\"o\" position_id=\"2619\">||</span><span class=\"w\" position_id=\"2620\"> </span><span class=\"s1\" position_id=\"2621\">&apos;,</span></span><span id=\"__span-14-99\" position_id=\"2622\"><a id=\"__codelineno-14-99\" name=\"__codelineno-14-99\" position_id=\"2623\"/><span class=\"s1\" position_id=\"2624\"> pop_25_54_ans_autres_c,&apos;</span><span class=\"w\" position_id=\"2625\"> </span><span class=\"o\" position_id=\"2626\">||</span><span class=\"w\" position_id=\"2627\"> </span><span class=\"n\" position_id=\"2628\">POP554_CS8_C</span><span class=\"w\" position_id=\"2629\"> </span><span class=\"o\" position_id=\"2630\">||</span><span class=\"w\" position_id=\"2631\"> </span><span class=\"s1\" position_id=\"2632\">&apos;,</span></span><span id=\"__span-14-100\" position_id=\"2633\"><a id=\"__codelineno-14-100\" name=\"__codelineno-14-100\" position_id=\"2634\"/><span class=\"s1\" position_id=\"2635\"> population_55_ans_et_plus_c,&apos;</span><span class=\"w\" position_id=\"2636\"> </span><span class=\"o\" position_id=\"2637\">||</span><span class=\"w\" position_id=\"2638\"> </span><span class=\"n\" position_id=\"2639\">POP55P_C</span><span class=\"w\" position_id=\"2640\"> </span><span class=\"o\" position_id=\"2641\">||</span><span class=\"w\" position_id=\"2642\"> </span><span class=\"s1\" position_id=\"2643\">&apos;,</span></span><span id=\"__span-14-101\" position_id=\"2644\"><a id=\"__codelineno-14-101\" name=\"__codelineno-14-101\" position_id=\"2645\"/><span class=\"s1\" position_id=\"2646\"> pop_55_ans_et_plus_ans_agriculteurs_c,&apos;</span><span class=\"w\" position_id=\"2647\"> </span><span class=\"o\" position_id=\"2648\">||</span><span class=\"w\" position_id=\"2649\"> </span><span class=\"n\" position_id=\"2650\">POP55P_CS1_C</span><span class=\"w\" position_id=\"2651\"> </span><span class=\"o\" position_id=\"2652\">||</span><span class=\"w\" position_id=\"2653\"> </span><span class=\"s1\" position_id=\"2654\">&apos;,</span></span><span id=\"__span-14-102\" position_id=\"2655\"><a id=\"__codelineno-14-102\" name=\"__codelineno-14-102\" position_id=\"2656\"/><span class=\"s1\" position_id=\"2657\"> pop_55_ans_et_plus_ans_artisants_commercants_chefs_entreprise_c,&apos;</span><span class=\"w\" position_id=\"2658\"> </span><span class=\"o\" position_id=\"2659\">||</span><span class=\"w\" position_id=\"2660\"> </span><span class=\"n\" position_id=\"2661\">POP55P_CS2_C</span><span class=\"w\" position_id=\"2662\"> </span><span class=\"o\" position_id=\"2663\">||</span><span class=\"w\" position_id=\"2664\"> </span><span class=\"s1\" position_id=\"2665\">&apos;,</span></span><span id=\"__span-14-103\" position_id=\"2666\"><a id=\"__codelineno-14-103\" name=\"__codelineno-14-103\" position_id=\"2667\"/><span class=\"s1\" position_id=\"2668\"> pop_55_ans_et_plus_ans_cadres_prof_intel_sup_c,&apos;</span><span class=\"w\" position_id=\"2669\"> </span><span class=\"o\" position_id=\"2670\">||</span><span class=\"w\" position_id=\"2671\"> </span><span class=\"n\" position_id=\"2672\">POP55P_CS3_C</span><span class=\"w\" position_id=\"2673\"> </span><span class=\"o\" position_id=\"2674\">||</span><span class=\"w\" position_id=\"2675\"> </span><span class=\"s1\" position_id=\"2676\">&apos;,</span></span><span id=\"__span-14-104\" position_id=\"2677\"><a id=\"__codelineno-14-104\" name=\"__codelineno-14-104\" position_id=\"2678\"/><span class=\"s1\" position_id=\"2679\"> pop_55_ans_et_plus_ans_professions_intermediaires_c,&apos;</span><span class=\"w\" position_id=\"2680\"> </span><span class=\"o\" position_id=\"2681\">||</span><span class=\"w\" position_id=\"2682\"> </span><span class=\"n\" position_id=\"2683\">POP55P_CS4_C</span><span class=\"w\" position_id=\"2684\"> </span><span class=\"o\" position_id=\"2685\">||</span><span class=\"w\" position_id=\"2686\"> </span><span class=\"s1\" position_id=\"2687\">&apos;,</span></span><span id=\"__span-14-105\" position_id=\"2688\"><a id=\"__codelineno-14-105\" name=\"__codelineno-14-105\" position_id=\"2689\"/><span class=\"s1\" position_id=\"2690\"> pop_55_ans_et_plus_ans_employes_c,&apos;</span><span class=\"w\" position_id=\"2691\"> </span><span class=\"o\" position_id=\"2692\">||</span><span class=\"w\" position_id=\"2693\"> </span><span class=\"n\" position_id=\"2694\">POP55P_CS5_C</span><span class=\"w\" position_id=\"2695\"> </span><span class=\"o\" position_id=\"2696\">||</span><span class=\"w\" position_id=\"2697\"> </span><span class=\"s1\" position_id=\"2698\">&apos;,</span></span><span id=\"__span-14-106\" position_id=\"2699\"><a id=\"__codelineno-14-106\" name=\"__codelineno-14-106\" position_id=\"2700\"/><span class=\"s1\" position_id=\"2701\"> pop_55_ans_et_plus_ans_ouvriers_c,&apos;</span><span class=\"w\" position_id=\"2702\"> </span><span class=\"o\" position_id=\"2703\">||</span><span class=\"w\" position_id=\"2704\"> </span><span class=\"n\" position_id=\"2705\">POP55P_CS6_C</span><span class=\"w\" position_id=\"2706\"> </span><span class=\"o\" position_id=\"2707\">||</span><span class=\"w\" position_id=\"2708\"> </span><span class=\"s1\" position_id=\"2709\">&apos;,</span></span><span id=\"__span-14-107\" position_id=\"2710\"><a id=\"__codelineno-14-107\" name=\"__codelineno-14-107\" position_id=\"2711\"/><span class=\"s1\" position_id=\"2712\"> pop_55_ans_et_plus_ans_retraites_c,&apos;</span><span class=\"w\" position_id=\"2713\"> </span><span class=\"o\" position_id=\"2714\">||</span><span class=\"w\" position_id=\"2715\"> </span><span class=\"n\" position_id=\"2716\">POP55P_CS7_C</span><span class=\"w\" position_id=\"2717\"> </span><span class=\"o\" position_id=\"2718\">||</span><span class=\"w\" position_id=\"2719\"> </span><span class=\"s1\" position_id=\"2720\">&apos;,</span></span><span id=\"__span-14-108\" position_id=\"2721\"><a id=\"__codelineno-14-108\" name=\"__codelineno-14-108\" position_id=\"2722\"/><span class=\"s1\" position_id=\"2723\"> pop_55_ans_et_plus_ans_autres_c,&apos;</span><span class=\"w\" position_id=\"2724\"> </span><span class=\"o\" position_id=\"2725\">||</span><span class=\"w\" position_id=\"2726\"> </span><span class=\"n\" position_id=\"2727\">POP55P_CS8_C</span><span class=\"p\" position_id=\"2728\">,</span></span><span id=\"__span-14-109\" position_id=\"2729\"><a id=\"__codelineno-14-109\" name=\"__codelineno-14-109\" position_id=\"2730\"/><span class=\"w\" position_id=\"2731\"> </span><span class=\"n\" position_id=\"2732\">E</span><span class=\"s1\" position_id=\"2733\">&apos;[\\t\\n\\r]&apos;</span><span class=\"p\" position_id=\"2734\">,</span><span class=\"s1\" position_id=\"2735\">&apos;&apos;</span><span class=\"p\" position_id=\"2736\">,</span><span class=\"s1\" position_id=\"2737\">&apos;g&apos;</span><span class=\"p\" position_id=\"2738\">)</span><span class=\"w\" position_id=\"2739\"> </span><span class=\"k\" position_id=\"2740\">AS</span><span class=\"w\" position_id=\"2741\"> </span><span class=\"k\" position_id=\"2742\">data</span></span><span id=\"__span-14-110\" position_id=\"2743\"><a id=\"__codelineno-14-110\" name=\"__codelineno-14-110\" position_id=\"2744\"/><span class=\"w\" position_id=\"2745\"> </span><span class=\"k\" position_id=\"2746\">FROM</span><span class=\"w\" position_id=\"2747\"> </span><span class=\"n\" position_id=\"2748\">insee</span><span class=\"p\" position_id=\"2749\">.</span><span class=\"n\" position_id=\"2750\">rp_population_import</span></span><span id=\"__span-14-111\" position_id=\"2751\"><a id=\"__codelineno-14-111\" name=\"__codelineno-14-111\" position_id=\"2752\"/><span class=\"w\" position_id=\"2753\"> </span><span class=\"p\" position_id=\"2754\">)</span></span><span id=\"__span-14-112\" position_id=\"2755\"><a id=\"__codelineno-14-112\" name=\"__codelineno-14-112\" position_id=\"2756\"/></span><span id=\"__span-14-113\" position_id=\"2757\"><a id=\"__codelineno-14-113\" name=\"__codelineno-14-113\" position_id=\"2758\"/><span class=\"c1\" position_id=\"2759\">-- Conversion of text strings to json and insertion into the table.</span></span><span id=\"__span-14-114\" position_id=\"2760\"><a id=\"__codelineno-14-114\" name=\"__codelineno-14-114\" position_id=\"2761\"/><span class=\"k\" position_id=\"2762\">INSERT</span><span class=\"w\" position_id=\"2763\"> </span><span class=\"k\" position_id=\"2764\">INTO</span><span class=\"w\" position_id=\"2765\"> </span><span class=\"n\" position_id=\"2766\">insee</span><span class=\"p\" position_id=\"2767\">.</span><span class=\"n\" position_id=\"2768\">donnees_communes</span><span class=\"p\" position_id=\"2769\">(</span><span class=\"ss\" position_id=\"2770\">&quot;code_commune&quot;</span><span class=\"p\" position_id=\"2771\">,</span><span class=\"ss\" position_id=\"2772\">&quot;annee&quot;</span><span class=\"p\" position_id=\"2773\">,</span><span class=\"ss\" position_id=\"2774\">&quot;fk_base&quot;</span><span class=\"p\" position_id=\"2775\">,</span><span class=\"ss\" position_id=\"2776\">&quot;donnees&quot;</span><span class=\"p\" position_id=\"2777\">)</span></span><span id=\"__span-14-115\" position_id=\"2778\"><a id=\"__codelineno-14-115\" name=\"__codelineno-14-115\" position_id=\"2779\"/><span class=\"k\" position_id=\"2780\">SELECT</span></span><span id=\"__span-14-116\" position_id=\"2781\"><a id=\"__codelineno-14-116\" name=\"__codelineno-14-116\" position_id=\"2782\"/><span class=\"w\" position_id=\"2783\"> </span><span class=\"n\" position_id=\"2784\">CODGEO</span><span class=\"p\" position_id=\"2785\">,</span></span><span id=\"__span-14-117\" position_id=\"2786\"><a id=\"__codelineno-14-117\" name=\"__codelineno-14-117\" position_id=\"2787\"/><span class=\"w\" position_id=\"2788\"> </span><span class=\"mi\" position_id=\"2789\">2021</span><span class=\"p\" position_id=\"2790\">,</span></span><span id=\"__span-14-118\" position_id=\"2791\"><a id=\"__codelineno-14-118\" name=\"__codelineno-14-118\" position_id=\"2792\"/><span class=\"w\" position_id=\"2793\"> </span><span class=\"mi\" position_id=\"2794\">1</span><span class=\"p\" position_id=\"2795\">,</span></span><span id=\"__span-14-119\" position_id=\"2796\"><a id=\"__codelineno-14-119\" name=\"__codelineno-14-119\" position_id=\"2797\"/><span class=\"w\" position_id=\"2798\"> </span><span class=\"n\" position_id=\"2799\">jsonb_object</span><span class=\"p\" position_id=\"2800\">(</span><span class=\"n\" position_id=\"2801\">string_to_array</span><span class=\"p\" position_id=\"2802\">(</span><span class=\"k\" position_id=\"2803\">data</span><span class=\"p\" position_id=\"2804\">::</span><span class=\"nb\" position_id=\"2805\">text</span><span class=\"p\" position_id=\"2806\">,</span><span class=\"s1\" position_id=\"2807\">&apos;,&apos;</span><span class=\"p\" position_id=\"2808\">))</span></span><span id=\"__span-14-120\" position_id=\"2809\"><a id=\"__codelineno-14-120\" name=\"__codelineno-14-120\" position_id=\"2810\"/><span class=\"k\" position_id=\"2811\">FROM</span><span class=\"w\" position_id=\"2812\"> </span><span class=\"n\" position_id=\"2813\">d</span></span><span id=\"__span-14-121\" position_id=\"2814\"><a id=\"__codelineno-14-121\" name=\"__codelineno-14-121\" position_id=\"2815\"/><span class=\"k\" position_id=\"2816\">ORDER</span><span class=\"w\" position_id=\"2817\"> </span><span class=\"k\" position_id=\"2818\">BY</span><span class=\"w\" position_id=\"2819\"> </span><span class=\"ss\" position_id=\"2820\">&quot;CODGEO&quot;</span><span class=\"p\" position_id=\"2821\">;</span></span></code></pre></div></td></tr></tbody></table>", "language": "english", "position": {"atoms": [{"position_id": 1307, "txt": "<table <table class=\"highlighttable\" position_id=\"1307\"><tbody position_id=\"1308\"><tr position_id=\"1309\"><th class=\"filename\" colspan=\"2\" position_id=\"1310\"><span class=\"filename\" position_id=\"1311\">The weirdest INSERT of your life (with a CTE)</span></th></tr><tr position_id=\"1312\"><td class=\"linenos\" position_id=\"1313\"><div class=\"linenodiv\" position_id=\"1314\"/></td><td class=\"code\" position_id=\"1559\"><div position_id=\"1560\"><pre id=\"__code_14\" position_id=\"1561\"><span position_id=\"1562\"/><code class=\"md-code__content\" tabindex=\"0\" position_id=\"1563\"><span id=\"__span-14-1\" position_id=\"1564\"><a id=\"__codelineno-14-1\" name=\"__codelineno-14-1\" position_id=\"1565\"/><span class=\"c1\" position_id=\"1566\">-- cte cte concatenating data with keys and cleaning up special characters.</span>\n</span><span id=\"__span-14-2\" position_id=\"1567\"><a id=\"__codelineno-14-2\" name=\"__codelineno-14-2\" position_id=\"1568\"/><span class=\"k\" position_id=\"1569\">WITH</span><span class=\"w\" position_id=\"1570\"> </span><span class=\"n\" position_id=\"1571\">d</span><span class=\"w\" position_id=\"1572\"> </span><span class=\"k\" position_id=\"1573\">AS</span><span class=\"w\" position_id=\"1574\"> </span><span class=\"p\" position_id=\"1575\">(</span>\n</span><span id=\"__span-14-3\" position_id=\"1576\"><a id=\"__codelineno-14-3\" name=\"__codelineno-14-3\" position_id=\"1577\"/><span class=\"w\" position_id=\"1578\"> </span><span class=\"k\" position_id=\"1579\">SELECT</span>\n</span><span id=\"__span-14-4\" position_id=\"1580\"><a id=\"__codelineno-14-4\" name=\"__codelineno-14-4\" position_id=\"1581\"/><span class=\"w\" position_id=\"1582\"> </span><span class=\"n\" position_id=\"1583\">CODGEO</span><span class=\"p\" position_id=\"1584\">,</span>\n</span><span id=\"__span-14-5\" position_id=\"1585\"><a id=\"__codelineno-14-5\" name=\"__codelineno-14-5\" position_id=\"1586\"/><span class=\"w\" position_id=\"1587\"> </span><span class=\"n\" position_id=\"1588\">regexp_replace</span><span class=\"p\" position_id=\"1589\">(</span><span class=\"s1\" position_id=\"1590\">&apos;pop_p,&apos;</span><span class=\"w\" position_id=\"1591\"> </span><span class=\"o\" position_id=\"1592\">||</span><span class=\"w\" position_id=\"1593\"> </span><span class=\"n\" position_id=\"1594\">POP_P</span><span class=\"w\" position_id=\"1595\"> </span><span class=\"o\" position_id=\"1596\">||</span><span class=\"w\" position_id=\"1597\"> </span><span class=\"s1\" position_id=\"1598\">&apos;,</span>\n</span><span id=\"__span-14-6\" position_id=\"1599\"><a id=\"__codelineno-14-6\" name=\"__codelineno-14-6\" position_id=\"1600\"/><span class=\"s1\" position_id=\"1601\"> pop_0_14_ans_p,&apos;</span><span class=\"w\" position_id=\"1602\"> </span><span class=\"o\" position_id=\"1603\">||</span><span class=\"w\" position_id=\"1604\"> </span><span class=\"n\" position_id=\"1605\">POP0014_P</span><span class=\"w\" position_id=\"1606\"> </span><span class=\"o\" position_id=\"1607\">||</span><span class=\"w\" position_id=\"1608\"> </span><span class=\"s1\" position_id=\"1609\">&apos;,</span>\n</span><span id=\"__span-14-7\" position_id=\"1610\"><a id=\"__codelineno-14-7\" name=\"__codelineno-14-7\" position_id=\"1611\"/><span class=\"s1\" position_id=\"1612\"> pop_15_29_ans_p,&apos;</span><span class=\"w\" position_id=\"1613\"> </span><span class=\"o\" position_id=\"1614\">||</span><span class=\"w\" position_id=\"1615\"> </span><span class=\"n\" position_id=\"1616\">POP1529_P</span><span class=\"w\" position_id=\"1617\"> </span><span class=\"o\" position_id=\"1618\">||</span><span class=\"w\" position_id=\"1619\"> </span><span class=\"s1\" position_id=\"1620\">&apos;,</span>\n</span><span id=\"__span-14-8\" position_id=\"1621\"><a id=\"__codelineno-14-8\" name=\"__codelineno-14-8\" position_id=\"1622\"/><span class=\"s1\" position_id=\"1623\"> pop_30_44_ans_p,&apos;</span><span class=\"w\" position_id=\"1624\"> </span><span class=\"o\" position_id=\"1625\">||</span><span class=\"w\" position_id=\"1626\"> </span><span class=\"n\" position_id=\"1627\">POP3044_P</span><span class=\"w\" position_id=\"1628\"> </span><span class=\"o\" position_id=\"1629\">||</span><span class=\"w\" position_id=\"1630\"> </span><span class=\"s1\" position_id=\"1631\">&apos;,</span>\n</span><span id=\"__span-14-9\" position_id=\"1632\"><a id=\"__codelineno-14-9\" name=\"__codelineno-14-9\" position_id=\"1633\"/><span class=\"s1\" position_id=\"1634\"> pop_45_59_ans_p,&apos;</span><span class=\"w\" position_id=\"1635\"> </span><span class=\"o\" position_id=\"1636\">||</span><span class=\"w\" position_id=\"1637\"> </span><span class=\"n\" position_id=\"1638\">POP4559_P</span><span class=\"w\" position_id=\"1639\"> </span><span class=\"o\" position_id=\"1640\">||</span><span class=\"w\" position_id=\"1641\"> </span><span class=\"s1\" position_id=\"1642\">&apos;,</span>\n</span><span id=\"__span-14-10\" position_id=\"1643\"><a id=\"__codelineno-14-10\" name=\"__codelineno-14-10\" position_id=\"1644\"/><span class=\"s1\" position_id=\"1645\"> pop_60_74_ans_p,&apos;</span><span class=\"w\" position_id=\"1646\"> </span><span class=\"o\" position_id=\"1647\">||</span><span class=\"w\" position_id=\"1648\"> </span><span class=\"n\" position_id=\"1649\">POP6074_P</span><span class=\"w\" position_id=\"1650\"> </span><span class=\"o\" position_id=\"1651\">||</span><span class=\"w\" position_id=\"1652\"> </span><span class=\"s1\" position_id=\"1653\">&apos;,</span>\n</span><span id=\"__span-14-11\" position_id=\"1654\"><a id=\"__codelineno-14-11\" name=\"__codelineno-14-11\" position_id=\"1655\"/><span class=\"s1\" position_id=\"1656\"> pop_75_89_ans_p,&apos;</span><span class=\"w\" position_id=\"1657\"> </span><span class=\"o\" position_id=\"1658\">||</span><span class=\"w\" position_id=\"1659\"> </span><span class=\"n\" position_id=\"1660\">POP7589_P</span><span class=\"w\" position_id=\"1661\"> </span><span class=\"o\" position_id=\"1662\">||</span><span class=\"w\" position_id=\"1663\"> </span><span class=\"s1\" position_id=\"1664\">&apos;,</span>\n</span><span id=\"__span-14-12\" position_id=\"1665\"><a id=\"__codelineno-14-12\" name=\"__codelineno-14-12\" position_id=\"1666\"/><span class=\"s1\" position_id=\"1667\"> pop_90_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1668\"> </span><span class=\"o\" position_id=\"1669\">||</span><span class=\"w\" position_id=\"1670\"> </span><span class=\"n\" position_id=\"1671\">POP90P_P</span><span class=\"w\" position_id=\"1672\"> </span><span class=\"o\" position_id=\"1673\">||</span><span class=\"w\" position_id=\"1674\"> </span><span class=\"s1\" position_id=\"1675\">&apos;,</span>\n</span><span id=\"__span-14-13\" position_id=\"1676\"><a id=\"__codelineno-14-13\" name=\"__codelineno-14-13\" position_id=\"1677\"/><span class=\"s1\" position_id=\"1678\"> hommes_p,&apos;</span><span class=\"w\" position_id=\"1679\"> </span><span class=\"o\" position_id=\"1680\">||</span><span class=\"w\" position_id=\"1681\"> </span><span class=\"n\" position_id=\"1682\">POPH_P</span><span class=\"w\" position_id=\"1683\"> </span><span class=\"o\" position_id=\"1684\">||</span><span class=\"w\" position_id=\"1685\"> </span><span class=\"s1\" position_id=\"1686\">&apos;,</span>\n</span><span id=\"__span-14-14\" position_id=\"1687\"><a id=\"__codelineno-14-14\" name=\"__codelineno-14-14\" position_id=\"1688\"/><span class=\"s1\" position_id=\"1689\"> hommes_0_14_ans_p,&apos;</span><span class=\"w\" position_id=\"1690\"> </span><span class=\"o\" position_id=\"1691\">||</span><span class=\"w\" position_id=\"1692\"> </span><span class=\"n\" position_id=\"1693\">H0014_P</span><span class=\"w\" position_id=\"1694\"> </span><span class=\"o\" position_id=\"1695\">||</span><span class=\"w\" position_id=\"1696\"> </span><span class=\"s1\" position_id=\"1697\">&apos;,</span>\n</span><span id=\"__span-14-15\" position_id=\"1698\"><a id=\"__codelineno-14-15\" name=\"__codelineno-14-15\" position_id=\"1699\"/><span class=\"s1\" position_id=\"1700\"> hommes_15_29_ans_p,&apos;</span><span class=\"w\" position_id=\"1701\"> </span><span class=\"o\" position_id=\"1702\">||</span><span class=\"w\" position_id=\"1703\"> </span><span class=\"n\" position_id=\"1704\">H1529_P</span><span class=\"w\" position_id=\"1705\"> </span><span class=\"o\" position_id=\"1706\">||</span><span class=\"w\" position_id=\"1707\"> </span><span class=\"s1\" position_id=\"1708\">&apos;,</span>\n</span><span id=\"__span-14-16\" position_id=\"1709\"><a id=\"__codelineno-14-16\" name=\"__codelineno-14-16\" position_id=\"1710\"/><span class=\"s1\" position_id=\"1711\"> hommes_30_44_ans_p,&apos;</span><span class=\"w\" position_id=\"1712\"> </span><span class=\"o\" position_id=\"1713\">||</span><span class=\"w\" position_id=\"1714\"> </span><span class=\"n\" position_id=\"1715\">H3044_P</span><span class=\"w\" position_id=\"1716\"> </span><span class=\"o\" position_id=\"1717\">||</span><span class=\"w\" position_id=\"1718\"> </span><span class=\"s1\" position_id=\"1719\">&apos;,</span>\n</span><span id=\"__span-14-17\" position_id=\"1720\"><a id=\"__codelineno-14-17\" name=\"__codelineno-14-17\" position_id=\"1721\"/><span class=\"s1\" position_id=\"1722\"> hommes_45_59_ans_p,&apos;</span><span class=\"w\" position_id=\"1723\"> </span><span class=\"o\" position_id=\"1724\">||</span><span class=\"w\" position_id=\"1725\"> </span><span class=\"n\" position_id=\"1726\">H4559_P</span><span class=\"w\" position_id=\"1727\"> </span><span class=\"o\" position_id=\"1728\">||</span><span class=\"w\" position_id=\"1729\"> </span><span class=\"s1\" position_id=\"1730\">&apos;,</span>\n</span><span id=\"__span-14-18\" position_id=\"1731\"><a id=\"__codelineno-14-18\" name=\"__codelineno-14-18\" position_id=\"1732\"/><span class=\"s1\" position_id=\"1733\"> hommes_60_74_ans_p,&apos;</span><span class=\"w\" position_id=\"1734\"> </span><span class=\"o\" position_id=\"1735\">||</span><span class=\"w\" position_id=\"1736\"> </span><span class=\"n\" position_id=\"1737\">H6074_P</span><span class=\"w\" position_id=\"1738\"> </span><span class=\"o\" position_id=\"1739\">||</span><span class=\"w\" position_id=\"1740\"> </span><span class=\"s1\" position_id=\"1741\">&apos;,</span>\n</span><span id=\"__span-14-19\" position_id=\"1742\"><a id=\"__codelineno-14-19\" name=\"__codelineno-14-19\" position_id=\"1743\"/><span class=\"s1\" position_id=\"1744\"> hommes_75_89_ans_p,&apos;</span><span class=\"w\" position_id=\"1745\"> </span><span class=\"o\" position_id=\"1746\">||</span><span class=\"w\" position_id=\"1747\"> </span><span class=\"n\" position_id=\"1748\">H7589_P</span><span class=\"w\" position_id=\"1749\"> </span><span class=\"o\" position_id=\"1750\">||</span><span class=\"w\" position_id=\"1751\"> </span><span class=\"s1\" position_id=\"1752\">&apos;,</span>\n</span><span id=\"__span-14-20\" position_id=\"1753\"><a id=\"__codelineno-14-20\" name=\"__codelineno-14-20\" position_id=\"1754\"/><span class=\"s1\" position_id=\"1755\"> hommes_90_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1756\"> </span><span class=\"o\" position_id=\"1757\">||</span><span class=\"w\" position_id=\"1758\"> </span><span class=\"n\" position_id=\"1759\">H90P_P</span><span class=\"w\" position_id=\"1760\"> </span><span class=\"o\" position_id=\"1761\">||</span><span class=\"w\" position_id=\"1762\"> </span><span class=\"s1\" position_id=\"1763\">&apos;,</span>\n</span><span id=\"__span-14-21\" position_id=\"1764\"><a id=\"__codelineno-14-21\" name=\"__codelineno-14-21\" position_id=\"1765\"/><span class=\"s1\" position_id=\"1766\"> hommes_0_19_ans_p,&apos;</span><span class=\"w\" position_id=\"1767\"> </span><span class=\"o\" position_id=\"1768\">||</span><span class=\"w\" position_id=\"1769\"> </span><span class=\"n\" position_id=\"1770\">H0019_P</span><span class=\"w\" position_id=\"1771\"> </span><span class=\"o\" position_id=\"1772\">||</span><span class=\"w\" position_id=\"1773\"> </span><span class=\"s1\" position_id=\"1774\">&apos;,</span>\n</span><span id=\"__span-14-22\" position_id=\"1775\"><a id=\"__codelineno-14-22\" name=\"__codelineno-14-22\" position_id=\"1776\"/><span class=\"s1\" position_id=\"1777\"> hommes_20_64_ans_p,&apos;</span><span class=\"w\" position_id=\"1778\"> </span><span class=\"o\" position_id=\"1779\">||</span><span class=\"w\" position_id=\"1780\"> </span><span class=\"n\" position_id=\"1781\">H2064_P</span><span class=\"w\" position_id=\"1782\"> </span><span class=\"o\" position_id=\"1783\">||</span><span class=\"w\" position_id=\"1784\"> </span><span class=\"s1\" position_id=\"1785\">&apos;,</span>\n</span><span id=\"__span-14-23\" position_id=\"1786\"><a id=\"__codelineno-14-23\" name=\"__codelineno-14-23\" position_id=\"1787\"/><span class=\"s1\" position_id=\"1788\"> hommes_65_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1789\"> </span><span class=\"o\" position_id=\"1790\">||</span><span class=\"w\" position_id=\"1791\"> </span><span class=\"n\" position_id=\"1792\">H65P_P</span><span class=\"w\" position_id=\"1793\"> </span><span class=\"o\" position_id=\"1794\">||</span><span class=\"w\" position_id=\"1795\"> </span><span class=\"s1\" position_id=\"1796\">&apos;,</span>\n</span><span id=\"__span-14-24\" position_id=\"1797\"><a id=\"__codelineno-14-24\" name=\"__codelineno-14-24\" position_id=\"1798\"/><span class=\"s1\" position_id=\"1799\"> femmes_p,&apos;</span><span class=\"w\" position_id=\"1800\"> </span><span class=\"o\" position_id=\"1801\">||</span><span class=\"w\" position_id=\"1802\"> </span><span class=\"n\" position_id=\"1803\">POPF_P</span><span class=\"w\" position_id=\"1804\"> </span><span class=\"o\" position_id=\"1805\">||</span><span class=\"w\" position_id=\"1806\"> </span><span class=\"s1\" position_id=\"1807\">&apos;,</span>\n</span><span id=\"__span-14-25\" position_id=\"1808\"><a id=\"__codelineno-14-25\" name=\"__codelineno-14-25\" position_id=\"1809\"/><span class=\"s1\" position_id=\"1810\"> femmes_0_14_ans_p,&apos;</span><span class=\"w\" position_id=\"1811\"> </span><span class=\"o\" position_id=\"1812\">||</span><span class=\"w\" position_id=\"1813\"> </span><span class=\"n\" position_id=\"1814\">F0014_P</span><span class=\"w\" position_id=\"1815\"> </span><span class=\"o\" position_id=\"1816\">||</span><span class=\"w\" position_id=\"1817\"> </span><span class=\"s1\" position_id=\"1818\">&apos;,</span>\n</span><span id=\"__span-14-26\" position_id=\"1819\"><a id=\"__codelineno-14-26\" name=\"__codelineno-14-26\" position_id=\"1820\"/><span class=\"s1\" position_id=\"1821\"> femmes_15_29_ans_p,&apos;</span><span class=\"w\" position_id=\"1822\"> </span><span class=\"o\" position_id=\"1823\">||</span><span class=\"w\" position_id=\"1824\"> </span><span class=\"n\" position_id=\"1825\">F1529_P</span><span class=\"w\" position_id=\"1826\"> </span><span class=\"o\" position_id=\"1827\">||</span><span class=\"w\" position_id=\"1828\"> </span><span class=\"s1\" position_id=\"1829\">&apos;,</span>\n</span><span id=\"__span-14-27\" position_id=\"1830\"><a id=\"__codelineno-14-27\" name=\"__codelineno-14-27\" position_id=\"1831\"/><span class=\"s1\" position_id=\"1832\"> femmes_30_44_ans_p,&apos;</span><span class=\"w\" position_id=\"1833\"> </span><span class=\"o\" position_id=\"1834\">||</span><span class=\"w\" position_id=\"1835\"> </span><span class=\"n\" position_id=\"1836\">F3044_P</span><span class=\"w\" position_id=\"1837\"> </span><span class=\"o\" position_id=\"1838\">||</span><span class=\"w\" position_id=\"1839\"> </span><span class=\"s1\" position_id=\"1840\">&apos;,</span>\n</span><span id=\"__span-14-28\" position_id=\"1841\"><a id=\"__codelineno-14-28\" name=\"__codelineno-14-28\" position_id=\"1842\"/><span class=\"s1\" position_id=\"1843\"> femmes_45_59_ans_p,&apos;</span><span class=\"w\" position_id=\"1844\"> </span><span class=\"o\" position_id=\"1845\">||</span><span class=\"w\" position_id=\"1846\"> </span><span class=\"n\" position_id=\"1847\">F4559_P</span><span class=\"w\" position_id=\"1848\"> </span><span class=\"o\" position_id=\"1849\">||</span><span class=\"w\" position_id=\"1850\"> </span><span class=\"s1\" position_id=\"1851\">&apos;,</span>\n</span><span id=\"__span-14-29\" position_id=\"1852\"><a id=\"__codelineno-14-29\" name=\"__codelineno-14-29\" position_id=\"1853\"/><span class=\"s1\" position_id=\"1854\"> femmes_60_74_ans_p,&apos;</span><span class=\"w\" position_id=\"1855\"> </span><span class=\"o\" position_id=\"1856\">||</span><span class=\"w\" position_id=\"1857\"> </span><span class=\"n\" position_id=\"1858\">F6074_P</span><span class=\"w\" position_id=\"1859\"> </span><span class=\"o\" position_id=\"1860\">||</span><span class=\"w\" position_id=\"1861\"> </span><span class=\"s1\" position_id=\"1862\">&apos;,</span>\n</span><span id=\"__span-14-30\" position_id=\"1863\"><a id=\"__codelineno-14-30\" name=\"__codelineno-14-30\" position_id=\"1864\"/><span class=\"s1\" position_id=\"1865\"> femmes_75_89_ans_p,&apos;</span><span class=\"w\" position_id=\"1866\"> </span><span class=\"o\" position_id=\"1867\">||</span><span class=\"w\" position_id=\"1868\"> </span><span class=\"n\" position_id=\"1869\">F7589_P</span><span class=\"w\" position_id=\"1870\"> </span><span class=\"o\" position_id=\"1871\">||</span><span class=\"w\" position_id=\"1872\"> </span><span class=\"s1\" position_id=\"1873\">&apos;,</span>\n</span><span id=\"__span-14-31\" position_id=\"1874\"><a id=\"__codelineno-14-31\" name=\"__codelineno-14-31\" position_id=\"1875\"/><span class=\"s1\" position_id=\"1876\"> femmes_90_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1877\"> </span><span class=\"o\" position_id=\"1878\">||</span><span class=\"w\" position_id=\"1879\"> </span><span class=\"n\" position_id=\"1880\">F90P_P</span><span class=\"w\" position_id=\"1881\"> </span><span class=\"o\" position_id=\"1882\">||</span><span class=\"w\" position_id=\"1883\"> </span><span class=\"s1\" position_id=\"1884\">&apos;,</span>\n</span><span id=\"__span-14-32\" position_id=\"1885\"><a id=\"__codelineno-14-32\" name=\"__codelineno-14-32\" position_id=\"1886\"/><span class=\"s1\" position_id=\"1887\"> femmes_0_19_ans_p,&apos;</span><span class=\"w\" position_id=\"1888\"> </span><span class=\"o\" position_id=\"1889\">||</span><span class=\"w\" position_id=\"1890\"> </span><span class=\"n\" position_id=\"1891\">F0019_P</span><span class=\"w\" position_id=\"1892\"> </span><span class=\"o\" position_id=\"1893\">||</span><span class=\"w\" position_id=\"1894\"> </span><span class=\"s1\" position_id=\"1895\">&apos;,</span>\n</span><span id=\"__span-14-33\" position_id=\"1896\"><a id=\"__codelineno-14-33\" name=\"__codelineno-14-33\" position_id=\"1897\"/><span class=\"s1\" position_id=\"1898\"> femmes_20_64_ans_p,&apos;</span><span class=\"w\" position_id=\"1899\"> </span><span class=\"o\" position_id=\"1900\">||</span><span class=\"w\" position_id=\"1901\"> </span><span class=\"n\" position_id=\"1902\">F2064_P</span><span class=\"w\" position_id=\"1903\"> </span><span class=\"o\" position_id=\"1904\">||</span><span class=\"w\" position_id=\"1905\"> </span><span class=\"s1\" position_id=\"1906\">&apos;,</span>\n</span><span id=\"__span-14-34\" position_id=\"1907\"><a id=\"__codelineno-14-34\" name=\"__codelineno-14-34\" position_id=\"1908\"/><span class=\"s1\" position_id=\"1909\"> femmes_65_ans_plus_p,&apos;</span><span class=\"w\" position_id=\"1910\"> </span><span class=\"o\" position_id=\"1911\">||</span><span class=\"w\" position_id=\"1912\"> </span><span class=\"n\" position_id=\"1913\">F65P_P</span><span class=\"w\" position_id=\"1914\"> </span><span class=\"o\" position_id=\"1915\">||</span><span class=\"w\" position_id=\"1916\"> </span><span class=\"s1\" position_id=\"1917\">&apos;,</span>\n</span><span id=\"__span-14-35\" position_id=\"1918\"><a id=\"__codelineno-14-35\" name=\"__codelineno-14-35\" position_id=\"1919\"/><span class=\"s1\" position_id=\"1920\"> pop_1an_ou_plus_localisee_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1921\"> </span><span class=\"o\" position_id=\"1922\">||</span><span class=\"w\" position_id=\"1923\"> </span><span class=\"n\" position_id=\"1924\">POP01P_P</span><span class=\"w\" position_id=\"1925\"> </span><span class=\"o\" position_id=\"1926\">||</span><span class=\"w\" position_id=\"1927\"> </span><span class=\"s1\" position_id=\"1928\">&apos;,</span>\n</span><span id=\"__span-14-36\" position_id=\"1929\"><a id=\"__codelineno-14-36\" name=\"__codelineno-14-36\" position_id=\"1930\"/><span class=\"s1\" position_id=\"1931\"> pop_1an_ou_plus_meme_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1932\"> </span><span class=\"o\" position_id=\"1933\">||</span><span class=\"w\" position_id=\"1934\"> </span><span class=\"n\" position_id=\"1935\">POP01P_IRAN1_P</span><span class=\"w\" position_id=\"1936\"> </span><span class=\"o\" position_id=\"1937\">||</span><span class=\"w\" position_id=\"1938\"> </span><span class=\"s1\" position_id=\"1939\">&apos;,</span>\n</span><span id=\"__span-14-37\" position_id=\"1940\"><a id=\"__codelineno-14-37\" name=\"__codelineno-14-37\" position_id=\"1941\"/><span class=\"s1\" position_id=\"1942\"> pop_1an_ou_plus_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1943\"> </span><span class=\"o\" position_id=\"1944\">||</span><span class=\"w\" position_id=\"1945\"> </span><span class=\"n\" position_id=\"1946\">POP01P_IRAN2_P</span><span class=\"w\" position_id=\"1947\"> </span><span class=\"o\" position_id=\"1948\">||</span><span class=\"w\" position_id=\"1949\"> </span><span class=\"s1\" position_id=\"1950\">&apos;,</span>\n</span><span id=\"__span-14-38\" position_id=\"1951\"><a id=\"__codelineno-14-38\" name=\"__codelineno-14-38\" position_id=\"1952\"/><span class=\"s1\" position_id=\"1953\"> pop_1an_ou_plus_meme_departement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1954\"> </span><span class=\"o\" position_id=\"1955\">||</span><span class=\"w\" position_id=\"1956\"> </span><span class=\"n\" position_id=\"1957\">POP01P_IRAN3_P</span><span class=\"w\" position_id=\"1958\"> </span><span class=\"o\" position_id=\"1959\">||</span><span class=\"w\" position_id=\"1960\"> </span><span class=\"s1\" position_id=\"1961\">&apos;,</span>\n</span><span id=\"__span-14-39\" position_id=\"1962\"><a id=\"__codelineno-14-39\" name=\"__codelineno-14-39\" position_id=\"1963\"/><span class=\"s1\" position_id=\"1964\"> pop_1an_ou_plus_meme_region_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1965\"> </span><span class=\"o\" position_id=\"1966\">||</span><span class=\"w\" position_id=\"1967\"> </span><span class=\"n\" position_id=\"1968\">POP01P_IRAN4_P</span><span class=\"w\" position_id=\"1969\"> </span><span class=\"o\" position_id=\"1970\">||</span><span class=\"w\" position_id=\"1971\"> </span><span class=\"s1\" position_id=\"1972\">&apos;,</span>\n</span><span id=\"__span-14-40\" position_id=\"1973\"><a id=\"__codelineno-14-40\" name=\"__codelineno-14-40\" position_id=\"1974\"/><span class=\"s1\" position_id=\"1975\"> pop_1an_ou_plus_autre_region_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1976\"> </span><span class=\"o\" position_id=\"1977\">||</span><span class=\"w\" position_id=\"1978\"> </span><span class=\"n\" position_id=\"1979\">POP01P_IRAN5_P</span><span class=\"w\" position_id=\"1980\"> </span><span class=\"o\" position_id=\"1981\">||</span><span class=\"w\" position_id=\"1982\"> </span><span class=\"s1\" position_id=\"1983\">&apos;,</span>\n</span><span id=\"__span-14-41\" position_id=\"1984\"><a id=\"__codelineno-14-41\" name=\"__codelineno-14-41\" position_id=\"1985\"/><span class=\"s1\" position_id=\"1986\"> pop_1an_ou_plus_un_dom_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1987\"> </span><span class=\"o\" position_id=\"1988\">||</span><span class=\"w\" position_id=\"1989\"> </span><span class=\"n\" position_id=\"1990\">POP01P_IRAN6_P</span><span class=\"w\" position_id=\"1991\"> </span><span class=\"o\" position_id=\"1992\">||</span><span class=\"w\" position_id=\"1993\"> </span><span class=\"s1\" position_id=\"1994\">&apos;,</span>\n</span><span id=\"__span-14-42\" position_id=\"1995\"><a id=\"__codelineno-14-42\" name=\"__codelineno-14-42\" position_id=\"1996\"/><span class=\"s1\" position_id=\"1997\"> pop_1an_ou_plus_hors_metropole_ou_dom_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"1998\"> </span><span class=\"o\" position_id=\"1999\">||</span><span class=\"w\" position_id=\"2000\"> </span><span class=\"n\" position_id=\"2001\">POP01P_IRAN7_P</span><span class=\"w\" position_id=\"2002\"> </span><span class=\"o\" position_id=\"2003\">||</span><span class=\"w\" position_id=\"2004\"> </span><span class=\"s1\" position_id=\"2005\">&apos;,</span>\n</span><span id=\"__span-14-43\" position_id=\"2006\"><a id=\"__codelineno-14-43\" name=\"__codelineno-14-43\" position_id=\"2007\"/><span class=\"s1\" position_id=\"2008\"> pop_1_14ans_autre_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2009\"> </span><span class=\"o\" position_id=\"2010\">||</span><span class=\"w\" position_id=\"2011\"> </span><span class=\"n\" position_id=\"2012\">POP0114_IRAN2P_P</span><span class=\"w\" position_id=\"2013\"> </span><span class=\"o\" position_id=\"2014\">||</span><span class=\"w\" position_id=\"2015\"> </span><span class=\"s1\" position_id=\"2016\">&apos;,</span>\n</span><span id=\"__span-14-44\" position_id=\"2017\"><a id=\"__codelineno-14-44\" name=\"__codelineno-14-44\" position_id=\"2018\"/><span class=\"s1\" position_id=\"2019\"> pop_1_14ans_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2020\"> </span><span class=\"o\" position_id=\"2021\">||</span><span class=\"w\" position_id=\"2022\"> </span><span class=\"n\" position_id=\"2023\">POP0114_IRAN2_P</span><span class=\"w\" position_id=\"2024\"> </span><span class=\"o\" position_id=\"2025\">||</span><span class=\"w\" position_id=\"2026\"> </span><span class=\"s1\" position_id=\"2027\">&apos;,</span>\n</span><span id=\"__span-14-45\" position_id=\"2028\"><a id=\"__codelineno-14-45\" name=\"__codelineno-14-45\" position_id=\"2029\"/><span class=\"s1\" position_id=\"2030\"> pop_1_14ans_autre_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2031\"> </span><span class=\"o\" position_id=\"2032\">||</span><span class=\"w\" position_id=\"2033\"> </span><span class=\"n\" position_id=\"2034\">POP0114_IRAN3P_P</span><span class=\"w\" position_id=\"2035\"> </span><span class=\"o\" position_id=\"2036\">||</span><span class=\"w\" position_id=\"2037\"> </span><span class=\"s1\" position_id=\"2038\">&apos;,</span>\n</span><span id=\"__span-14-46\" position_id=\"2039\"><a id=\"__codelineno-14-46\" name=\"__codelineno-14-46\" position_id=\"2040\"/><span class=\"s1\" position_id=\"2041\"> pop_15_24ans_autre_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2042\"> </span><span class=\"o\" position_id=\"2043\">||</span><span class=\"w\" position_id=\"2044\"> </span><span class=\"n\" position_id=\"2045\">POP1524_IRAN2P_P</span><span class=\"w\" position_id=\"2046\"> </span><span class=\"o\" position_id=\"2047\">||</span><span class=\"w\" position_id=\"2048\"> </span><span class=\"s1\" position_id=\"2049\">&apos;,</span>\n</span><span id=\"__span-14-47\" position_id=\"2050\"><a id=\"__codelineno-14-47\" name=\"__codelineno-14-47\" position_id=\"2051\"/><span class=\"s1\" position_id=\"2052\"> pop_15_24ans_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2053\"> </span><span class=\"o\" position_id=\"2054\">||</span><span class=\"w\" position_id=\"2055\"> </span><span class=\"n\" position_id=\"2056\">POP1524_IRAN2_P</span><span class=\"w\" position_id=\"2057\"> </span><span class=\"o\" position_id=\"2058\">||</span><span class=\"w\" position_id=\"2059\"> </span><span class=\"s1\" position_id=\"2060\">&apos;,</span>\n</span><span id=\"__span-14-48\" position_id=\"2061\"><a id=\"__codelineno-14-48\" name=\"__codelineno-14-48\" position_id=\"2062\"/><span class=\"s1\" position_id=\"2063\"> pop_15_24ans_autre_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2064\"> </span><span class=\"o\" position_id=\"2065\">||</span><span class=\"w\" position_id=\"2066\"> </span><span class=\"n\" position_id=\"2067\">POP1524_IRAN3P_P</span><span class=\"w\" position_id=\"2068\"> </span><span class=\"o\" position_id=\"2069\">||</span><span class=\"w\" position_id=\"2070\"> </span><span class=\"s1\" position_id=\"2071\">&apos;,</span>\n</span><span id=\"__span-14-49\" position_id=\"2072\"><a id=\"__codelineno-14-49\" name=\"__codelineno-14-49\" position_id=\"2073\"/><span class=\"s1\" position_id=\"2074\"> pop_25_54ans_autre_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2075\"> </span><span class=\"o\" position_id=\"2076\">||</span><span class=\"w\" position_id=\"2077\"> </span><span class=\"n\" position_id=\"2078\">POP2554_IRAN2P_P</span><span class=\"w\" position_id=\"2079\"> </span><span class=\"o\" position_id=\"2080\">||</span><span class=\"w\" position_id=\"2081\"> </span><span class=\"s1\" position_id=\"2082\">&apos;,</span>\n</span><span id=\"__span-14-50\" position_id=\"2083\"><a id=\"__codelineno-14-50\" name=\"__codelineno-14-50\" position_id=\"2084\"/><span class=\"s1\" position_id=\"2085\"> pop_25_54ans_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2086\"> </span><span class=\"o\" position_id=\"2087\">||</span><span class=\"w\" position_id=\"2088\"> </span><span class=\"n\" position_id=\"2089\">POP2554_IRAN2_P</span><span class=\"w\" position_id=\"2090\"> </span><span class=\"o\" position_id=\"2091\">||</span><span class=\"w\" position_id=\"2092\"> </span><span class=\"s1\" position_id=\"2093\">&apos;,</span>\n</span><span id=\"__span-14-51\" position_id=\"2094\"><a id=\"__codelineno-14-51\" name=\"__codelineno-14-51\" position_id=\"2095\"/><span class=\"s1\" position_id=\"2096\"> pop_25_54ans_autre_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2097\"> </span><span class=\"o\" position_id=\"2098\">||</span><span class=\"w\" position_id=\"2099\"> </span><span class=\"n\" position_id=\"2100\">POP2554_IRAN3P_P</span><span class=\"w\" position_id=\"2101\"> </span><span class=\"o\" position_id=\"2102\">||</span><span class=\"w\" position_id=\"2103\"> </span><span class=\"s1\" position_id=\"2104\">&apos;,</span>\n</span><span id=\"__span-14-52\" position_id=\"2105\"><a id=\"__codelineno-14-52\" name=\"__codelineno-14-52\" position_id=\"2106\"/><span class=\"s1\" position_id=\"2107\"> pop_55_ou_plus_autre_logement_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2108\"> </span><span class=\"o\" position_id=\"2109\">||</span><span class=\"w\" position_id=\"2110\"> </span><span class=\"n\" position_id=\"2111\">POP55P_IRAN2P_P</span><span class=\"w\" position_id=\"2112\"> </span><span class=\"o\" position_id=\"2113\">||</span><span class=\"w\" position_id=\"2114\"> </span><span class=\"s1\" position_id=\"2115\">&apos;,</span>\n</span><span id=\"__span-14-53\" position_id=\"2116\"><a id=\"__codelineno-14-53\" name=\"__codelineno-14-53\" position_id=\"2117\"/><span class=\"s1\" position_id=\"2118\"> pop_55_ou_plus_meme_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2119\"> </span><span class=\"o\" position_id=\"2120\">||</span><span class=\"w\" position_id=\"2121\"> </span><span class=\"n\" position_id=\"2122\">POP55P_IRAN2_P</span><span class=\"w\" position_id=\"2123\"> </span><span class=\"o\" position_id=\"2124\">||</span><span class=\"w\" position_id=\"2125\"> </span><span class=\"s1\" position_id=\"2126\">&apos;,</span>\n</span><span id=\"__span-14-54\" position_id=\"2127\"><a id=\"__codelineno-14-54\" name=\"__codelineno-14-54\" position_id=\"2128\"/><span class=\"s1\" position_id=\"2129\"> pop_55_ou_plus_autre_commune_1an_auparavant_p,&apos;</span><span class=\"w\" position_id=\"2130\"> </span><span class=\"o\" position_id=\"2131\">||</span><span class=\"w\" position_id=\"2132\"> </span><span class=\"n\" position_id=\"2133\">POP55P_IRAN3P_P</span><span class=\"w\" position_id=\"2134\"> </span><span class=\"o\" position_id=\"2135\">||</span><span class=\"w\" position_id=\"2136\"> </span><span class=\"s1\" position_id=\"2137\">&apos;,</span>\n</span><span id=\"__span-14-55\" position_id=\"2138\"><a id=\"__codelineno-14-55\" name=\"__codelineno-14-55\" position_id=\"2139\"/><span class=\"s1\" position_id=\"2140\"> pop_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2141\"> </span><span class=\"o\" position_id=\"2142\">||</span><span class=\"w\" position_id=\"2143\"> </span><span class=\"n\" position_id=\"2144\">POP15P_C</span><span class=\"w\" position_id=\"2145\"> </span><span class=\"o\" position_id=\"2146\">||</span><span class=\"w\" position_id=\"2147\"> </span><span class=\"s1\" position_id=\"2148\">&apos;,</span>\n</span><span id=\"__span-14-56\" position_id=\"2149\"><a id=\"__codelineno-14-56\" name=\"__codelineno-14-56\" position_id=\"2150\"/><span class=\"s1\" position_id=\"2151\"> agriculteurs_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2152\"> </span><span class=\"o\" position_id=\"2153\">||</span><span class=\"w\" position_id=\"2154\"> </span><span class=\"n\" position_id=\"2155\">POP15P_CS1_C</span><span class=\"w\" position_id=\"2156\"> </span><span class=\"o\" position_id=\"2157\">||</span><span class=\"w\" position_id=\"2158\"> </span><span class=\"s1\" position_id=\"2159\">&apos;,</span>\n</span><span id=\"__span-14-57\" position_id=\"2160\"><a id=\"__codelineno-14-57\" name=\"__codelineno-14-57\" position_id=\"2161\"/><span class=\"s1\" position_id=\"2162\"> artisants_commercants_chefs_entreprise_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2163\"> </span><span class=\"o\" position_id=\"2164\">||</span><span class=\"w\" position_id=\"2165\"> </span><span class=\"n\" position_id=\"2166\">POP15P_CS2_C</span><span class=\"w\" position_id=\"2167\"> </span><span class=\"o\" position_id=\"2168\">||</span><span class=\"w\" position_id=\"2169\"> </span><span class=\"s1\" position_id=\"2170\">&apos;,</span>\n</span><span id=\"__span-14-58\" position_id=\"2171\"><a id=\"__codelineno-14-58\" name=\"__codelineno-14-58\" position_id=\"2172\"/><span class=\"s1\" position_id=\"2173\"> cadres_prof_intel_sup_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2174\"> </span><span class=\"o\" position_id=\"2175\">||</span><span class=\"w\" position_id=\"2176\"> </span><span class=\"n\" position_id=\"2177\">POP15P_CS3_C</span><span class=\"w\" position_id=\"2178\"> </span><span class=\"o\" position_id=\"2179\">||</span><span class=\"w\" position_id=\"2180\"> </span><span class=\"s1\" position_id=\"2181\">&apos;,</span>\n</span><span id=\"__span-14-59\" position_id=\"2182\"><a id=\"__codelineno-14-59\" name=\"__codelineno-14-59\" position_id=\"2183\"/><span class=\"s1\" position_id=\"2184\"> professions_intermediaires_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2185\"> </span><span class=\"o\" position_id=\"2186\">||</span><span class=\"w\" position_id=\"2187\"> </span><span class=\"n\" position_id=\"2188\">POP15P_CS4_C</span><span class=\"w\" position_id=\"2189\"> </span><span class=\"o\" position_id=\"2190\">||</span><span class=\"w\" position_id=\"2191\"> </span><span class=\"s1\" position_id=\"2192\">&apos;,</span>\n</span><span id=\"__span-14-60\" position_id=\"2193\"><a id=\"__codelineno-14-60\" name=\"__codelineno-14-60\" position_id=\"2194\"/><span class=\"s1\" position_id=\"2195\"> employes_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2196\"> </span><span class=\"o\" position_id=\"2197\">||</span><span class=\"w\" position_id=\"2198\"> </span><span class=\"n\" position_id=\"2199\">POP15P_CS5_C</span><span class=\"w\" position_id=\"2200\"> </span><span class=\"o\" position_id=\"2201\">||</span><span class=\"w\" position_id=\"2202\"> </span><span class=\"s1\" position_id=\"2203\">&apos;,</span>\n</span><span id=\"__span-14-61\" position_id=\"2204\"><a id=\"__codelineno-14-61\" name=\"__codelineno-14-61\" position_id=\"2205\"/><span class=\"s1\" position_id=\"2206\"> ouvriers_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2207\"> </span><span class=\"o\" position_id=\"2208\">||</span><span class=\"w\" position_id=\"2209\"> </span><span class=\"n\" position_id=\"2210\">POP15P_CS6_C</span><span class=\"w\" position_id=\"2211\"> </span><span class=\"o\" position_id=\"2212\">||</span><span class=\"w\" position_id=\"2213\"> </span><span class=\"s1\" position_id=\"2214\">&apos;,</span>\n</span><span id=\"__span-14-62\" position_id=\"2215\"><a id=\"__codelineno-14-62\" name=\"__codelineno-14-62\" position_id=\"2216\"/><span class=\"s1\" position_id=\"2217\"> retraites_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2218\"> </span><span class=\"o\" position_id=\"2219\">||</span><span class=\"w\" position_id=\"2220\"> </span><span class=\"n\" position_id=\"2221\">POP15P_CS7_C</span><span class=\"w\" position_id=\"2222\"> </span><span class=\"o\" position_id=\"2223\">||</span><span class=\"w\" position_id=\"2224\"> </span><span class=\"s1\" position_id=\"2225\">&apos;,</span>\n</span><span id=\"__span-14-63\" position_id=\"2226\"><a id=\"__codelineno-14-63\" name=\"__codelineno-14-63\" position_id=\"2227\"/><span class=\"s1\" position_id=\"2228\"> autres_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2229\"> </span><span class=\"o\" position_id=\"2230\">||</span><span class=\"w\" position_id=\"2231\"> </span><span class=\"n\" position_id=\"2232\">POP15P_CS8_C</span><span class=\"w\" position_id=\"2233\"> </span><span class=\"o\" position_id=\"2234\">||</span><span class=\"w\" position_id=\"2235\"> </span><span class=\"s1\" position_id=\"2236\">&apos;,</span>\n</span><span id=\"__span-14-64\" position_id=\"2237\"><a id=\"__codelineno-14-64\" name=\"__codelineno-14-64\" position_id=\"2238\"/><span class=\"s1\" position_id=\"2239\"> hommes_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2240\"> </span><span class=\"o\" position_id=\"2241\">||</span><span class=\"w\" position_id=\"2242\"> </span><span class=\"n\" position_id=\"2243\">H15P_C</span><span class=\"w\" position_id=\"2244\"> </span><span class=\"o\" position_id=\"2245\">||</span><span class=\"w\" position_id=\"2246\"> </span><span class=\"s1\" position_id=\"2247\">&apos;,</span>\n</span><span id=\"__span-14-65\" position_id=\"2248\"><a id=\"__codelineno-14-65\" name=\"__codelineno-14-65\" position_id=\"2249\"/><span class=\"s1\" position_id=\"2250\"> h_agriculteurs_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2251\"> </span><span class=\"o\" position_id=\"2252\">||</span><span class=\"w\" position_id=\"2253\"> </span><span class=\"n\" position_id=\"2254\">H15P_CS1_C</span><span class=\"w\" position_id=\"2255\"> </span><span class=\"o\" position_id=\"2256\">||</span><span class=\"w\" position_id=\"2257\"> </span><span class=\"s1\" position_id=\"2258\">&apos;,</span>\n</span><span id=\"__span-14-66\" position_id=\"2259\"><a id=\"__codelineno-14-66\" name=\"__codelineno-14-66\" position_id=\"2260\"/><span class=\"s1\" position_id=\"2261\"> h_artisants_commercants_chefs_entreprise_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2262\"> </span><span class=\"o\" position_id=\"2263\">||</span><span class=\"w\" position_id=\"2264\"> </span><span class=\"n\" position_id=\"2265\">H15P_CS2_C</span><span class=\"w\" position_id=\"2266\"> </span><span class=\"o\" position_id=\"2267\">||</span><span class=\"w\" position_id=\"2268\"> </span><span class=\"s1\" position_id=\"2269\">&apos;,</span>\n</span><span id=\"__span-14-67\" position_id=\"2270\"><a id=\"__codelineno-14-67\" name=\"__codelineno-14-67\" position_id=\"2271\"/><span class=\"s1\" position_id=\"2272\"> h_cadres_prof_intel_sup_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2273\"> </span><span class=\"o\" position_id=\"2274\">||</span><span class=\"w\" position_id=\"2275\"> </span><span class=\"n\" position_id=\"2276\">H15P_CS3_C</span><span class=\"w\" position_id=\"2277\"> </span><span class=\"o\" position_id=\"2278\">||</span><span class=\"w\" position_id=\"2279\"> </span><span class=\"s1\" position_id=\"2280\">&apos;,</span>\n</span><span id=\"__span-14-68\" position_id=\"2281\"><a id=\"__codelineno-14-68\" name=\"__codelineno-14-68\" position_id=\"2282\"/><span class=\"s1\" position_id=\"2283\"> h_professions_intermediaires_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2284\"> </span><span class=\"o\" position_id=\"2285\">||</span><span class=\"w\" position_id=\"2286\"> </span><span class=\"n\" position_id=\"2287\">H15P_CS4_C</span><span class=\"w\" position_id=\"2288\"> </span><span class=\"o\" position_id=\"2289\">||</span><span class=\"w\" position_id=\"2290\"> </span><span class=\"s1\" position_id=\"2291\">&apos;,</span>\n</span><span id=\"__span-14-69\" position_id=\"2292\"><a id=\"__codelineno-14-69\" name=\"__codelineno-14-69\" position_id=\"2293\"/><span class=\"s1\" position_id=\"2294\"> h_employes_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2295\"> </span><span class=\"o\" position_id=\"2296\">||</span><span class=\"w\" position_id=\"2297\"> </span><span class=\"n\" position_id=\"2298\">H15P_CS5_C</span><span class=\"w\" position_id=\"2299\"> </span><span class=\"o\" position_id=\"2300\">||</span><span class=\"w\" position_id=\"2301\"> </span><span class=\"s1\" position_id=\"2302\">&apos;,</span>\n</span><span id=\"__span-14-70\" position_id=\"2303\"><a id=\"__codelineno-14-70\" name=\"__codelineno-14-70\" position_id=\"2304\"/><span class=\"s1\" position_id=\"2305\"> h_ouvriers_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2306\"> </span><span class=\"o\" position_id=\"2307\">||</span><span class=\"w\" position_id=\"2308\"> </span><span class=\"n\" position_id=\"2309\">H15P_CS6_C</span><span class=\"w\" position_id=\"2310\"> </span><span class=\"o\" position_id=\"2311\">||</span><span class=\"w\" position_id=\"2312\"> </span><span class=\"s1\" position_id=\"2313\">&apos;,</span>\n</span><span id=\"__span-14-71\" position_id=\"2314\"><a id=\"__codelineno-14-71\" name=\"__codelineno-14-71\" position_id=\"2315\"/><span class=\"s1\" position_id=\"2316\"> h_retraites_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2317\"> </span><span class=\"o\" position_id=\"2318\">||</span><span class=\"w\" position_id=\"2319\"> </span><span class=\"n\" position_id=\"2320\">H15P_CS7_C</span><span class=\"w\" position_id=\"2321\"> </span><span class=\"o\" position_id=\"2322\">||</span><span class=\"w\" position_id=\"2323\"> </span><span class=\"s1\" position_id=\"2324\">&apos;,</span>\n</span><span id=\"__span-14-72\" position_id=\"2325\"><a id=\"__codelineno-14-72\" name=\"__codelineno-14-72\" position_id=\"2326\"/><span class=\"s1\" position_id=\"2327\"> h_autres_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2328\"> </span><span class=\"o\" position_id=\"2329\">||</span><span class=\"w\" position_id=\"2330\"> </span><span class=\"n\" position_id=\"2331\">H15P_CS8_C</span><span class=\"w\" position_id=\"2332\"> </span><span class=\"o\" position_id=\"2333\">||</span><span class=\"w\" position_id=\"2334\"> </span><span class=\"s1\" position_id=\"2335\">&apos;,</span>\n</span><span id=\"__span-14-73\" position_id=\"2336\"><a id=\"__codelineno-14-73\" name=\"__codelineno-14-73\" position_id=\"2337\"/><span class=\"s1\" position_id=\"2338\"> femmes_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2339\"> </span><span class=\"o\" position_id=\"2340\">||</span><span class=\"w\" position_id=\"2341\"> </span><span class=\"n\" position_id=\"2342\">F15P_C</span><span class=\"w\" position_id=\"2343\"> </span><span class=\"o\" position_id=\"2344\">||</span><span class=\"w\" position_id=\"2345\"> </span><span class=\"s1\" position_id=\"2346\">&apos;,</span>\n</span><span id=\"__span-14-74\" position_id=\"2347\"><a id=\"__codelineno-14-74\" name=\"__codelineno-14-74\" position_id=\"2348\"/><span class=\"s1\" position_id=\"2349\"> f_agricultrices_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2350\"> </span><span class=\"o\" position_id=\"2351\">||</span><span class=\"w\" position_id=\"2352\"> </span><span class=\"n\" position_id=\"2353\">F15P_CS1_C</span><span class=\"w\" position_id=\"2354\"> </span><span class=\"o\" position_id=\"2355\">||</span><span class=\"w\" position_id=\"2356\"> </span><span class=\"s1\" position_id=\"2357\">&apos;,</span>\n</span><span id=\"__span-14-75\" position_id=\"2358\"><a id=\"__codelineno-14-75\" name=\"__codelineno-14-75\" position_id=\"2359\"/><span class=\"s1\" position_id=\"2360\"> f_artisanes_commercantes_cheffes_entreprise_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2361\"> </span><span class=\"o\" position_id=\"2362\">||</span><span class=\"w\" position_id=\"2363\"> </span><span class=\"n\" position_id=\"2364\">F15P_CS2_C</span><span class=\"w\" position_id=\"2365\"> </span><span class=\"o\" position_id=\"2366\">||</span><span class=\"w\" position_id=\"2367\"> </span><span class=\"s1\" position_id=\"2368\">&apos;,</span>\n</span><span id=\"__span-14-76\" position_id=\"2369\"><a id=\"__codelineno-14-76\" name=\"__codelineno-14-76\" position_id=\"2370\"/><span class=\"s1\" position_id=\"2371\"> f_cadres_prof_intel_sup_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2372\"> </span><span class=\"o\" position_id=\"2373\">||</span><span class=\"w\" position_id=\"2374\"> </span><span class=\"n\" position_id=\"2375\">F15P_CS3_C</span><span class=\"w\" position_id=\"2376\"> </span><span class=\"o\" position_id=\"2377\">||</span><span class=\"w\" position_id=\"2378\"> </span><span class=\"s1\" position_id=\"2379\">&apos;,</span>\n</span><span id=\"__span-14-77\" position_id=\"2380\"><a id=\"__codelineno-14-77\" name=\"__codelineno-14-77\" position_id=\"2381\"/><span class=\"s1\" position_id=\"2382\"> f_professions_intermediaires_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2383\"> </span><span class=\"o\" position_id=\"2384\">||</span><span class=\"w\" position_id=\"2385\"> </span><span class=\"n\" position_id=\"2386\">F15P_CS4_C</span><span class=\"w\" position_id=\"2387\"> </span><span class=\"o\" position_id=\"2388\">||</span><span class=\"w\" position_id=\"2389\"> </span><span class=\"s1\" position_id=\"2390\">&apos;,</span>\n</span><span id=\"__span-14-78\" position_id=\"2391\"><a id=\"__codelineno-14-78\" name=\"__codelineno-14-78\" position_id=\"2392\"/><span class=\"s1\" position_id=\"2393\"> f_employees_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2394\"> </span><span class=\"o\" position_id=\"2395\">||</span><span class=\"w\" position_id=\"2396\"> </span><span class=\"n\" position_id=\"2397\">F15P_CS5_C</span><span class=\"w\" position_id=\"2398\"> </span><span class=\"o\" position_id=\"2399\">||</span><span class=\"w\" position_id=\"2400\"> </span><span class=\"s1\" position_id=\"2401\">&apos;,</span>\n</span><span id=\"__span-14-79\" position_id=\"2402\"><a id=\"__codelineno-14-79\" name=\"__codelineno-14-79\" position_id=\"2403\"/><span class=\"s1\" position_id=\"2404\"> f_ouvrieres_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2405\"> </span><span class=\"o\" position_id=\"2406\">||</span><span class=\"w\" position_id=\"2407\"> </span><span class=\"n\" position_id=\"2408\">F15P_CS6_C</span><span class=\"w\" position_id=\"2409\"> </span><span class=\"o\" position_id=\"2410\">||</span><span class=\"w\" position_id=\"2411\"> </span><span class=\"s1\" position_id=\"2412\">&apos;,</span>\n</span><span id=\"__span-14-80\" position_id=\"2413\"><a id=\"__codelineno-14-80\" name=\"__codelineno-14-80\" position_id=\"2414\"/><span class=\"s1\" position_id=\"2415\"> f_retraitees_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2416\"> </span><span class=\"o\" position_id=\"2417\">||</span><span class=\"w\" position_id=\"2418\"> </span><span class=\"n\" position_id=\"2419\">F15P_CS7_C</span><span class=\"w\" position_id=\"2420\"> </span><span class=\"o\" position_id=\"2421\">||</span><span class=\"w\" position_id=\"2422\"> </span><span class=\"s1\" position_id=\"2423\">&apos;,</span>\n</span><span id=\"__span-14-81\" position_id=\"2424\"><a id=\"__codelineno-14-81\" name=\"__codelineno-14-81\" position_id=\"2425\"/><span class=\"s1\" position_id=\"2426\"> f_autres_15_ans_plus_c,&apos;</span><span class=\"w\" position_id=\"2427\"> </span><span class=\"o\" position_id=\"2428\">||</span><span class=\"w\" position_id=\"2429\"> </span><span class=\"n\" position_id=\"2430\">F15P_CS8_C</span><span class=\"w\" position_id=\"2431\"> </span><span class=\"o\" position_id=\"2432\">||</span><span class=\"w\" position_id=\"2433\"> </span><span class=\"s1\" position_id=\"2434\">&apos;,</span>\n</span><span id=\"__span-14-82\" position_id=\"2435\"><a id=\"__codelineno-14-82\" name=\"__codelineno-14-82\" position_id=\"2436\"/><span class=\"s1\" position_id=\"2437\"> population_15_24_ans_c,&apos;</span><span class=\"w\" position_id=\"2438\"> </span><span class=\"o\" position_id=\"2439\">||</span><span class=\"w\" position_id=\"2440\"> </span><span class=\"n\" position_id=\"2441\">POP1524_C</span><span class=\"w\" position_id=\"2442\"> </span><span class=\"o\" position_id=\"2443\">||</span><span class=\"w\" position_id=\"2444\"> </span><span class=\"s1\" position_id=\"2445\">&apos;,</span>\n</span><span id=\"__span-14-83\" position_id=\"2446\"><a id=\"__codelineno-14-83\" name=\"__codelineno-14-83\" position_id=\"2447\"/><span class=\"s1\" position_id=\"2448\"> pop_15_24_ans_agriculteurs_c,&apos;</span><span class=\"w\" position_id=\"2449\"> </span><span class=\"o\" position_id=\"2450\">||</span><span class=\"w\" position_id=\"2451\"> </span><span class=\"n\" position_id=\"2452\">POP1524_CS1_C</span><span class=\"w\" position_id=\"2453\"> </span><span class=\"o\" position_id=\"2454\">||</span><span class=\"w\" position_id=\"2455\"> </span><span class=\"s1\" position_id=\"2456\">&apos;,</span>\n</span><span id=\"__span-14-84\" position_id=\"2457\"><a id=\"__codelineno-14-84\" name=\"__codelineno-14-84\" position_id=\"2458\"/><span class=\"s1\" position_id=\"2459\"> pop_15_24_ans_artisants_commercants_chefs_entreprise_c,&apos;</span><span class=\"w\" position_id=\"2460\"> </span><span class=\"o\" position_id=\"2461\">||</span><span class=\"w\" position_id=\"2462\"> </span><span class=\"n\" position_id=\"2463\">POP1524_CS2_C</span><span class=\"w\" position_id=\"2464\"> </span><span class=\"o\" position_id=\"2465\">||</span><span class=\"w\" position_id=\"2466\"> </span><span class=\"s1\" position_id=\"2467\">&apos;,</span>\n</span><span id=\"__span-14-85\" position_id=\"2468\"><a id=\"__codelineno-14-85\" name=\"__codelineno-14-85\" position_id=\"2469\"/><span class=\"s1\" position_id=\"2470\"> pop_15_24_ans_cadres_prof_intel_sup_c,&apos;</span><span class=\"w\" position_id=\"2471\"> </span><span class=\"o\" position_id=\"2472\">||</span><span class=\"w\" position_id=\"2473\"> </span><span class=\"n\" position_id=\"2474\">POP1524_CS3_C</span><span class=\"w\" position_id=\"2475\"> </span><span class=\"o\" position_id=\"2476\">||</span><span class=\"w\" position_id=\"2477\"> </span><span class=\"s1\" position_id=\"2478\">&apos;,</span>\n</span><span id=\"__span-14-86\" position_id=\"2479\"><a id=\"__codelineno-14-86\" name=\"__codelineno-14-86\" position_id=\"2480\"/><span class=\"s1\" position_id=\"2481\"> pop_15_24_ans_professions_intermediaires_c,&apos;</span><span class=\"w\" position_id=\"2482\"> </span><span class=\"o\" position_id=\"2483\">||</span><span class=\"w\" position_id=\"2484\"> </span><span class=\"n\" position_id=\"2485\">POP1524_CS4_C</span><span class=\"w\" position_id=\"2486\"> </span><span class=\"o\" position_id=\"2487\">||</span><span class=\"w\" position_id=\"2488\"> </span><span class=\"s1\" position_id=\"2489\">&apos;,</span>\n</span><span id=\"__span-14-87\" position_id=\"2490\"><a id=\"__codelineno-14-87\" name=\"__codelineno-14-87\" position_id=\"2491\"/><span class=\"s1\" position_id=\"2492\"> pop_15_24_ans_employes_c,&apos;</span><span class=\"w\" position_id=\"2493\"> </span><span class=\"o\" position_id=\"2494\">||</span><span class=\"w\" position_id=\"2495\"> </span><span class=\"n\" position_id=\"2496\">POP1524_CS5_C</span><span class=\"w\" position_id=\"2497\"> </span><span class=\"o\" position_id=\"2498\">||</span><span class=\"w\" position_id=\"2499\"> </span><span class=\"s1\" position_id=\"2500\">&apos;,</span>\n</span><span id=\"__span-14-88\" position_id=\"2501\"><a id=\"__codelineno-14-88\" name=\"__codelineno-14-88\" position_id=\"2502\"/><span class=\"s1\" position_id=\"2503\"> pop_15_24_ans_ouvriers_c,&apos;</span><span class=\"w\" position_id=\"2504\"> </span><span class=\"o\" position_id=\"2505\">||</span><span class=\"w\" position_id=\"2506\"> </span><span class=\"n\" position_id=\"2507\">POP1524_CS6_C</span><span class=\"w\" position_id=\"2508\"> </span><span class=\"o\" position_id=\"2509\">||</span><span class=\"w\" position_id=\"2510\"> </span><span class=\"s1\" position_id=\"2511\">&apos;,</span>\n</span><span id=\"__span-14-89\" position_id=\"2512\"><a id=\"__codelineno-14-89\" name=\"__codelineno-14-89\" position_id=\"2513\"/><span class=\"s1\" position_id=\"2514\"> pop_15_24_ans_retraites_c,&apos;</span><span class=\"w\" position_id=\"2515\"> </span><span class=\"o\" position_id=\"2516\">||</span><span class=\"w\" position_id=\"2517\"> </span><span class=\"n\" position_id=\"2518\">POP1524_CS7_C</span><span class=\"w\" position_id=\"2519\"> </span><span class=\"o\" position_id=\"2520\">||</span><span class=\"w\" position_id=\"2521\"> </span><span class=\"s1\" position_id=\"2522\">&apos;,</span>\n</span><span id=\"__span-14-90\" position_id=\"2523\"><a id=\"__codelineno-14-90\" name=\"__codelineno-14-90\" position_id=\"2524\"/><span class=\"s1\" position_id=\"2525\"> pop_15_24_ans_autres_c,&apos;</span><span class=\"w\" position_id=\"2526\"> </span><span class=\"o\" position_id=\"2527\">||</span><span class=\"w\" position_id=\"2528\"> </span><span class=\"n\" position_id=\"2529\">POP1524_CS8_C</span><span class=\"w\" position_id=\"2530\"> </span><span class=\"o\" position_id=\"2531\">||</span><span class=\"w\" position_id=\"2532\"> </span><span class=\"s1\" position_id=\"2533\">&apos;,</span>\n</span><span id=\"__span-14-91\" position_id=\"2534\"><a id=\"__codelineno-14-91\" name=\"__codelineno-14-91\" position_id=\"2535\"/><span class=\"s1\" position_id=\"2536\"> population_25_54_ans_c,&apos;</span><span class=\"w\" position_id=\"2537\"> </span><span class=\"o\" position_id=\"2538\">||</span><span class=\"w\" position_id=\"2539\"> </span><span class=\"n\" position_id=\"2540\">POP2554_C</span><span class=\"w\" position_id=\"2541\"> </span><span class=\"o\" position_id=\"2542\">||</span><span class=\"w\" position_id=\"2543\"> </span><span class=\"s1\" position_id=\"2544\">&apos;,</span>\n</span><span id=\"__span-14-92\" position_id=\"2545\"><a id=\"__codelineno-14-92\" name=\"__codelineno-14-92\" position_id=\"2546\"/><span class=\"s1\" position_id=\"2547\"> pop_25_54_ans_agriculteurs_c,&apos;</span><span class=\"w\" position_id=\"2548\"> </span><span class=\"o\" position_id=\"2549\">||</span><span class=\"w\" position_id=\"2550\"> </span><span class=\"n\" position_id=\"2551\">POP2554_CS1_C</span><span class=\"w\" position_id=\"2552\"> </span><span class=\"o\" position_id=\"2553\">||</span><span class=\"w\" position_id=\"2554\"> </span><span class=\"s1\" position_id=\"2555\">&apos;,</span>\n</span><span id=\"__span-14-93\" position_id=\"2556\"><a id=\"__codelineno-14-93\" name=\"__codelineno-14-93\" position_id=\"2557\"/><span class=\"s1\" position_id=\"2558\"> pop_25_54_ans_artisants_commercants_chefs_entreprise_c,&apos;</span><span class=\"w\" position_id=\"2559\"> </span><span class=\"o\" position_id=\"2560\">||</span><span class=\"w\" position_id=\"2561\"> </span><span class=\"n\" position_id=\"2562\">POP2554_CS2_C</span><span class=\"w\" position_id=\"2563\"> </span><span class=\"o\" position_id=\"2564\">||</span><span class=\"w\" position_id=\"2565\"> </span><span class=\"s1\" position_id=\"2566\">&apos;,</span>\n</span><span id=\"__span-14-94\" position_id=\"2567\"><a id=\"__codelineno-14-94\" name=\"__codelineno-14-94\" position_id=\"2568\"/><span class=\"s1\" position_id=\"2569\"> pop_25_54_ans_cadres_prof_intel_sup_c,&apos;</span><span class=\"w\" position_id=\"2570\"> </span><span class=\"o\" position_id=\"2571\">||</span><span class=\"w\" position_id=\"2572\"> </span><span class=\"n\" position_id=\"2573\">POP2554_CS3_C</span><span class=\"w\" position_id=\"2574\"> </span><span class=\"o\" position_id=\"2575\">||</span><span class=\"w\" position_id=\"2576\"> </span><span class=\"s1\" position_id=\"2577\">&apos;,</span>\n</span><span id=\"__span-14-95\" position_id=\"2578\"><a id=\"__codelineno-14-95\" name=\"__codelineno-14-95\" position_id=\"2579\"/><span class=\"s1\" position_id=\"2580\"> pop_25_54_ans_professions_intermediaires_c,&apos;</span><span class=\"w\" position_id=\"2581\"> </span><span class=\"o\" position_id=\"2582\">||</span><span class=\"w\" position_id=\"2583\"> </span><span class=\"n\" position_id=\"2584\">POP2554_CS4_C</span><span class=\"w\" position_id=\"2585\"> </span><span class=\"o\" position_id=\"2586\">||</span><span class=\"w\" position_id=\"2587\"> </span><span class=\"s1\" position_id=\"2588\">&apos;,</span>\n</span><span id=\"__span-14-96\" position_id=\"2589\"><a id=\"__codelineno-14-96\" name=\"__codelineno-14-96\" position_id=\"2590\"/><span class=\"s1\" position_id=\"2591\"> pop_25_54_ans_employes_c,&apos;</span><span class=\"w\" position_id=\"2592\"> </span><span class=\"o\" position_id=\"2593\">||</span><span class=\"w\" position_id=\"2594\"> </span><span class=\"n\" position_id=\"2595\">POP2554_CS5_C</span><span class=\"w\" position_id=\"2596\"> </span><span class=\"o\" position_id=\"2597\">||</span><span class=\"w\" position_id=\"2598\"> </span><span class=\"s1\" position_id=\"2599\">&apos;,</span>\n</span><span id=\"__span-14-97\" position_id=\"2600\"><a id=\"__codelineno-14-97\" name=\"__codelineno-14-97\" position_id=\"2601\"/><span class=\"s1\" position_id=\"2602\"> pop_25_54_ans_ouvriers_c,&apos;</span><span class=\"w\" position_id=\"2603\"> </span><span class=\"o\" position_id=\"2604\">||</span><span class=\"w\" position_id=\"2605\"> </span><span class=\"n\" position_id=\"2606\">POP2554_CS6_C</span><span class=\"w\" position_id=\"2607\"> </span><span class=\"o\" position_id=\"2608\">||</span><span class=\"w\" position_id=\"2609\"> </span><span class=\"s1\" position_id=\"2610\">&apos;,</span>\n</span><span id=\"__span-14-98\" position_id=\"2611\"><a id=\"__codelineno-14-98\" name=\"__codelineno-14-98\" position_id=\"2612\"/><span class=\"s1\" position_id=\"2613\"> pop_25_54_ans_retraites_c,&apos;</span><span class=\"w\" position_id=\"2614\"> </span><span class=\"o\" position_id=\"2615\">||</span><span class=\"w\" position_id=\"2616\"> </span><span class=\"n\" position_id=\"2617\">POP2554_CS7_C</span><span class=\"w\" position_id=\"2618\"> </span><span class=\"o\" position_id=\"2619\">||</span><span class=\"w\" position_id=\"2620\"> </span><span class=\"s1\" position_id=\"2621\">&apos;,</span>\n</span><span id=\"__span-14-99\" position_id=\"2622\"><a id=\"__codelineno-14-99\" name=\"__codelineno-14-99\" position_id=\"2623\"/><span class=\"s1\" position_id=\"2624\"> pop_25_54_ans_autres_c,&apos;</span><span class=\"w\" position_id=\"2625\"> </span><span class=\"o\" position_id=\"2626\">||</span><span class=\"w\" position_id=\"2627\"> </span><span class=\"n\" position_id=\"2628\">POP554_CS8_C</span><span class=\"w\" position_id=\"2629\"> </span><span class=\"o\" position_id=\"2630\">||</span><span class=\"w\" position_id=\"2631\"> </span><span class=\"s1\" position_id=\"2632\">&apos;,</span>\n</span><span id=\"__span-14-100\" position_id=\"2633\"><a id=\"__codelineno-14-100\" name=\"__codelineno-14-100\" position_id=\"2634\"/><span class=\"s1\" position_id=\"2635\"> population_55_ans_et_plus_c,&apos;</span><span class=\"w\" position_id=\"2636\"> </span><span class=\"o\" position_id=\"2637\">||</span><span class=\"w\" position_id=\"2638\"> </span><span class=\"n\" position_id=\"2639\">POP55P_C</span><span class=\"w\" position_id=\"2640\"> </span><span class=\"o\" position_id=\"2641\">||</span><span class=\"w\" position_id=\"2642\"> </span><span class=\"s1\" position_id=\"2643\">&apos;,</span>\n</span><span id=\"__span-14-101\" position_id=\"2644\"><a id=\"__codelineno-14-101\" name=\"__codelineno-14-101\" position_id=\"2645\"/><span class=\"s1\" position_id=\"2646\"> pop_55_ans_et_plus_ans_agriculteurs_c,&apos;</span><span class=\"w\" position_id=\"2647\"> </span><span class=\"o\" position_id=\"2648\">||</span><span class=\"w\" position_id=\"2649\"> </span><span class=\"n\" position_id=\"2650\">POP55P_CS1_C</span><span class=\"w\" position_id=\"2651\"> </span><span class=\"o\" position_id=\"2652\">||</span><span class=\"w\" position_id=\"2653\"> </span><span class=\"s1\" position_id=\"2654\">&apos;,</span>\n</span><span id=\"__span-14-102\" position_id=\"2655\"><a id=\"__codelineno-14-102\" name=\"__codelineno-14-102\" position_id=\"2656\"/><span class=\"s1\" position_id=\"2657\"> pop_55_ans_et_plus_ans_artisants_commercants_chefs_entreprise_c,&apos;</span><span class=\"w\" position_id=\"2658\"> </span><span class=\"o\" position_id=\"2659\">||</span><span class=\"w\" position_id=\"2660\"> </span><span class=\"n\" position_id=\"2661\">POP55P_CS2_C</span><span class=\"w\" position_id=\"2662\"> </span><span class=\"o\" position_id=\"2663\">||</span><span class=\"w\" position_id=\"2664\"> </span><span class=\"s1\" position_id=\"2665\">&apos;,</span>\n</span><span id=\"__span-14-103\" position_id=\"2666\"><a id=\"__codelineno-14-103\" name=\"__codelineno-14-103\" position_id=\"2667\"/><span class=\"s1\" position_id=\"2668\"> pop_55_ans_et_plus_ans_cadres_prof_intel_sup_c,&apos;</span><span class=\"w\" position_id=\"2669\"> </span><span class=\"o\" position_id=\"2670\">||</span><span class=\"w\" position_id=\"2671\"> </span><span class=\"n\" position_id=\"2672\">POP55P_CS3_C</span><span class=\"w\" position_id=\"2673\"> </span><span class=\"o\" position_id=\"2674\">||</span><span class=\"w\" position_id=\"2675\"> </span><span class=\"s1\" position_id=\"2676\">&apos;,</span>\n</span><span id=\"__span-14-104\" position_id=\"2677\"><a id=\"__codelineno-14-104\" name=\"__codelineno-14-104\" position_id=\"2678\"/><span class=\"s1\" position_id=\"2679\"> pop_55_ans_et_plus_ans_professions_intermediaires_c,&apos;</span><span class=\"w\" position_id=\"2680\"> </span><span class=\"o\" position_id=\"2681\">||</span><span class=\"w\" position_id=\"2682\"> </span><span class=\"n\" position_id=\"2683\">POP55P_CS4_C</span><span class=\"w\" position_id=\"2684\"> </span><span class=\"o\" position_id=\"2685\">||</span><span class=\"w\" position_id=\"2686\"> </span><span class=\"s1\" position_id=\"2687\">&apos;,</span>\n</span><span id=\"__span-14-105\" position_id=\"2688\"><a id=\"__codelineno-14-105\" name=\"__codelineno-14-105\" position_id=\"2689\"/><span class=\"s1\" position_id=\"2690\"> pop_55_ans_et_plus_ans_employes_c,&apos;</span><span class=\"w\" position_id=\"2691\"> </span><span class=\"o\" position_id=\"2692\">||</span><span class=\"w\" position_id=\"2693\"> </span><span class=\"n\" position_id=\"2694\">POP55P_CS5_C</span><span class=\"w\" position_id=\"2695\"> </span><span class=\"o\" position_id=\"2696\">||</span><span class=\"w\" position_id=\"2697\"> </span><span class=\"s1\" position_id=\"2698\">&apos;,</span>\n</span><span id=\"__span-14-106\" position_id=\"2699\"><a id=\"__codelineno-14-106\" name=\"__codelineno-14-106\" position_id=\"2700\"/><span class=\"s1\" position_id=\"2701\"> pop_55_ans_et_plus_ans_ouvriers_c,&apos;</span><span class=\"w\" position_id=\"2702\"> </span><span class=\"o\" position_id=\"2703\">||</span><span class=\"w\" position_id=\"2704\"> </span><span class=\"n\" position_id=\"2705\">POP55P_CS6_C</span><span class=\"w\" position_id=\"2706\"> </span><span class=\"o\" position_id=\"2707\">||</span><span class=\"w\" position_id=\"2708\"> </span><span class=\"s1\" position_id=\"2709\">&apos;,</span>\n</span><span id=\"__span-14-107\" position_id=\"2710\"><a id=\"__codelineno-14-107\" name=\"__codelineno-14-107\" position_id=\"2711\"/><span class=\"s1\" position_id=\"2712\"> pop_55_ans_et_plus_ans_retraites_c,&apos;</span><span class=\"w\" position_id=\"2713\"> </span><span class=\"o\" position_id=\"2714\">||</span><span class=\"w\" position_id=\"2715\"> </span><span class=\"n\" position_id=\"2716\">POP55P_CS7_C</span><span class=\"w\" position_id=\"2717\"> </span><span class=\"o\" position_id=\"2718\">||</span><span class=\"w\" position_id=\"2719\"> </span><span class=\"s1\" position_id=\"2720\">&apos;,</span>\n</span><span id=\"__span-14-108\" position_id=\"2721\"><a id=\"__codelineno-14-108\" name=\"__codelineno-14-108\" position_id=\"2722\"/><span class=\"s1\" position_id=\"2723\"> pop_55_ans_et_plus_ans_autres_c,&apos;</span><span class=\"w\" position_id=\"2724\"> </span><span class=\"o\" position_id=\"2725\">||</span><span class=\"w\" position_id=\"2726\"> </span><span class=\"n\" position_id=\"2727\">POP55P_CS8_C</span><span class=\"p\" position_id=\"2728\">,</span>\n</span><span id=\"__span-14-109\" position_id=\"2729\"><a id=\"__codelineno-14-109\" name=\"__codelineno-14-109\" position_id=\"2730\"/><span class=\"w\" position_id=\"2731\"> </span><span class=\"n\" position_id=\"2732\">E</span><span class=\"s1\" position_id=\"2733\">&apos;[\\t\\n\\r]&apos;</span><span class=\"p\" position_id=\"2734\">,</span><span class=\"s1\" position_id=\"2735\">&apos;&apos;</span><span class=\"p\" position_id=\"2736\">,</span><span class=\"s1\" position_id=\"2737\">&apos;g&apos;</span><span class=\"p\" position_id=\"2738\">)</span><span class=\"w\" position_id=\"2739\"> </span><span class=\"k\" position_id=\"2740\">AS</span><span class=\"w\" position_id=\"2741\"> </span><span class=\"k\" position_id=\"2742\">data</span>\n</span><span id=\"__span-14-110\" position_id=\"2743\"><a id=\"__codelineno-14-110\" name=\"__codelineno-14-110\" position_id=\"2744\"/><span class=\"w\" position_id=\"2745\"> </span><span class=\"k\" position_id=\"2746\">FROM</span><span class=\"w\" position_id=\"2747\"> </span><span class=\"n\" position_id=\"2748\">insee</span><span class=\"p\" position_id=\"2749\">.</span><span class=\"n\" position_id=\"2750\">rp_population_import</span>\n</span><span id=\"__span-14-111\" position_id=\"2751\"><a id=\"__codelineno-14-111\" name=\"__codelineno-14-111\" position_id=\"2752\"/><span class=\"w\" position_id=\"2753\"> </span><span class=\"p\" position_id=\"2754\">)</span>\n</span><span id=\"__span-14-112\" position_id=\"2755\"><a id=\"__codelineno-14-112\" name=\"__codelineno-14-112\" position_id=\"2756\"/>\n</span><span id=\"__span-14-113\" position_id=\"2757\"><a id=\"__codelineno-14-113\" name=\"__codelineno-14-113\" position_id=\"2758\"/><span class=\"c1\" position_id=\"2759\">-- Conversion of text strings to json and insertion into the table.</span>\n</span><span id=\"__span-14-114\" position_id=\"2760\"><a id=\"__codelineno-14-114\" name=\"__codelineno-14-114\" position_id=\"2761\"/><span class=\"k\" position_id=\"2762\">INSERT</span><span class=\"w\" position_id=\"2763\"> </span><span class=\"k\" position_id=\"2764\">INTO</span><span class=\"w\" position_id=\"2765\"> </span><span class=\"n\" position_id=\"2766\">insee</span><span class=\"p\" position_id=\"2767\">.</span><span class=\"n\" position_id=\"2768\">donnees_communes</span><span class=\"p\" position_id=\"2769\">(</span><span class=\"ss\" position_id=\"2770\">&quot;code_commune&quot;</span><span class=\"p\" position_id=\"2771\">,</span><span class=\"ss\" position_id=\"2772\">&quot;annee&quot;</span><span class=\"p\" position_id=\"2773\">,</span><span class=\"ss\" position_id=\"2774\">&quot;fk_base&quot;</span><span class=\"p\" position_id=\"2775\">,</span><span class=\"ss\" position_id=\"2776\">&quot;donnees&quot;</span><span class=\"p\" position_id=\"2777\">)</span>\n</span><span id=\"__span-14-115\" position_id=\"2778\"><a id=\"__codelineno-14-115\" name=\"__codelineno-14-115\" position_id=\"2779\"/><span class=\"k\" position_id=\"2780\">SELECT</span>\n</span><span id=\"__span-14-116\" position_id=\"2781\"><a id=\"__codelineno-14-116\" name=\"__codelineno-14-116\" position_id=\"2782\"/><span class=\"w\" position_id=\"2783\"> </span><span class=\"n\" position_id=\"2784\">CODGEO</span><span class=\"p\" position_id=\"2785\">,</span>\n</span><span id=\"__span-14-117\" position_id=\"2786\"><a id=\"__codelineno-14-117\" name=\"__codelineno-14-117\" position_id=\"2787\"/><span class=\"w\" position_id=\"2788\"> </span><span class=\"mi\" position_id=\"2789\">2021</span><span class=\"p\" position_id=\"2790\">,</span>\n</span><span id=\"__span-14-118\" position_id=\"2791\"><a id=\"__codelineno-14-118\" name=\"__codelineno-14-118\" position_id=\"2792\"/><span class=\"w\" position_id=\"2793\"> </span><span class=\"mi\" position_id=\"2794\">1</span><span class=\"p\" position_id=\"2795\">,</span>\n</span><span id=\"__span-14-119\" position_id=\"2796\"><a id=\"__codelineno-14-119\" name=\"__codelineno-14-119\" position_id=\"2797\"/><span class=\"w\" position_id=\"2798\"> </span><span class=\"n\" position_id=\"2799\">jsonb_object</span><span class=\"p\" position_id=\"2800\">(</span><span class=\"n\" position_id=\"2801\">string_to_array</span><span class=\"p\" position_id=\"2802\">(</span><span class=\"k\" position_id=\"2803\">data</span><span class=\"p\" position_id=\"2804\">::</span><span class=\"nb\" position_id=\"2805\">text</span><span class=\"p\" position_id=\"2806\">,</span><span class=\"s1\" position_id=\"2807\">&apos;,&apos;</span><span class=\"p\" position_id=\"2808\">))</span>\n</span><span id=\"__span-14-120\" position_id=\"2809\"><a id=\"__codelineno-14-120\" name=\"__codelineno-14-120\" position_id=\"2810\"/><span class=\"k\" position_id=\"2811\">FROM</span><span class=\"w\" position_id=\"2812\"> </span><span class=\"n\" position_id=\"2813\">d</span>\n</span><span id=\"__span-14-121\" position_id=\"2814\"><a id=\"__codelineno-14-121\" name=\"__codelineno-14-121\" position_id=\"2815\"/><span class=\"k\" position_id=\"2816\">ORDER</span><span class=\"w\" position_id=\"2817\"> </span><span class=\"k\" position_id=\"2818\">BY</span><span class=\"w\" position_id=\"2819\"> </span><span class=\"ss\" position_id=\"2820\">&quot;CODGEO&quot;</span><span class=\"p\" position_id=\"2821\">;</span>\n</span></code></pre></div></td></tr></tbody></table>", "x": "/html/body/div[3]/main/div/div[3]/article/div[16]/table"}]}, "tags": ["table"], "label": "table", "web_segment_id": 78, "global_sentence_id": 155, "edu_l1_label": "EDU_O"}, {"txt": "Wow.", "language": "english", "position": {"atoms": [{"position_id": 4552, "txt": "Wow.", "x": "/html/body/div[3]/main/div/div[3]/article/p[45]/em"}]}, "tags": ["em"], "label": "O", "web_segment_id": 79, "global_sentence_id": 156, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2S0NHy4qFrDDhRzs2x13mY.png", "language": "english", "position": {"atoms": [{"position_id": 2826, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2S0NHy4qFrDDhRzs2x13mY.png", "x": "/html/body/div[3]/main/div/div[3]/article/p[46]/a/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 80, "global_sentence_id": 157, "edu_l1_label": "EDU_O"}, {"txt": "Be sure to group the inserts in this order:", "language": "english", "position": {"atoms": [{"position_id": 4554, "txt": "Be sure to group the inserts in this order:", "x": "/html/body/div[3]/main/div/div[3]/article/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": " year/base/commune_code, to make it easier for PostgreSQL to read the data.", "language": "english", "position": {"atoms": [{"position_id": 4555, "txt": " year/base/commune_code, to make it easier for PostgreSQL to read the data.", "x": "/html/body/div[3]/main/div/div[3]/article/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "Now, imagine that, like the author of these lines, your fat, pudgy fingers stumble and slip on your keyboard while writing this query, that a typo slips in, and then it's drama.", "language": "english", "position": {"atoms": [{"position_id": 4557, "txt": "Now, imagine that, like the author of these lines, your fat, pudgy fingers stumble and slip on your keyboard while writing this query, that a typo slips in, and then it's drama.", "x": "/html/body/div[3]/main/div/div[3]/article/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": " How do you change the name of a key already encoded in the table?", "language": "english", "position": {"atoms": [{"position_id": 4558, "txt": " How do you change the name of a key already encoded in the table?", "x": "/html/body/div[3]/main/div/div[3]/article/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": " Here's how:", "language": "english", "position": {"atoms": [{"position_id": 4559, "txt": " Here's how:", "x": "/html/body/div[3]/main/div/div[3]/article/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "CREATETABLEexample(idintPRIMARYKEY,champjsonb);INSERTINTOexampleVALUES(1,'{\"nme\": \"", "language": "english", "position": {"atoms": [{"position_id": 4561, "txt": "CREATE", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[1]"}, {"position_id": 4563, "txt": "TABLE", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[3]"}, {"position_id": 4565, "txt": "example", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[5]"}, {"position_id": 4567, "txt": "(", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[6]"}, {"position_id": 4569, "txt": "id", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[7]"}, {"position_id": 4571, "txt": "int", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[9]"}, {"position_id": 4573, "txt": "PRIMARY", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[11]"}, {"position_id": 4575, "txt": "KEY", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[13]"}, {"position_id": 4577, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[14]"}, {"position_id": 4579, "txt": "champ", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[16]"}, {"position_id": 4581, "txt": "jsonb", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[18]"}, {"position_id": 4583, "txt": ");", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[1]/span[19]"}, {"position_id": 4585, "txt": "INSERT", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[2]/span[1]"}, {"position_id": 4587, "txt": "INTO", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[2]/span[3]"}, {"position_id": 4589, "txt": "example", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[2]/span[5]"}, {"position_id": 4591, "txt": "VALUES", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[2]/span[7]"}, {"position_id": 4593, "txt": "(", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[3]/span[2]"}, {"position_id": 4595, "txt": "1", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[3]/span[3]"}, {"position_id": 4597, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[3]/span[4]"}, {"position_id": 4599, "txt": "'{\"nme\": \"", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[3]/span[6]"}]}, "tags": [], "label": "code", "web_segment_id": 83, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "test\"}'),(2,'{\"nme\": \"", "language": "english", "position": {"atoms": [{"position_id": 4600, "txt": "test\"}'", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[3]/span[6]"}, {"position_id": 4602, "txt": "),", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[3]/span[7]"}, {"position_id": 4604, "txt": "(", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[4]/span[2]"}, {"position_id": 4606, "txt": "2", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[4]/span[3]"}, {"position_id": 4608, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[4]/span[4]"}, {"position_id": 4610, "txt": "'{\"nme\": \"", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[4]/span[6]"}]}, "tags": [], "label": "code", "web_segment_id": 83, "global_sentence_id": 164, "edu_l1_label": "EDU_O"}, {"txt": "second test\"}');UPDATEexampleSETchamp=champ-'nme'||jsonb_build_object('name',champ->'nme')WHEREchamp?'nme'returning*;", "language": "english", "position": {"atoms": [{"position_id": 4611, "txt": "second test\"}'", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[4]/span[6]"}, {"position_id": 4613, "txt": ");", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[4]/span[7]"}, {"position_id": 4615, "txt": "UPDATE", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[6]/span[1]"}, {"position_id": 4617, "txt": "example", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[6]/span[3]"}, {"position_id": 4619, "txt": "SET", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[1]"}, {"position_id": 4621, "txt": "champ", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[3]"}, {"position_id": 4623, "txt": "=", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[5]"}, {"position_id": 4625, "txt": "champ", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[7]"}, {"position_id": 4627, "txt": "-", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[9]"}, {"position_id": 4629, "txt": "'nme'", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[11]"}, {"position_id": 4631, "txt": "||", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[13]"}, {"position_id": 4633, "txt": "jsonb_build_object", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[15]"}, {"position_id": 4635, "txt": "(", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[16]"}, {"position_id": 4637, "txt": "'name'", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[17]"}, {"position_id": 4639, "txt": ",", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[18]"}, {"position_id": 4641, "txt": "champ", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[20]"}, {"position_id": 4643, "txt": "->", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[22]"}, {"position_id": 4645, "txt": "'nme'", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[24]"}, {"position_id": 4647, "txt": ")", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[7]/span[25]"}, {"position_id": 4649, "txt": "WHERE", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[8]/span[1]"}, {"position_id": 4651, "txt": "champ", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[8]/span[3]"}, {"position_id": 4653, "txt": "?", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[8]/span[5]"}, {"position_id": 4655, "txt": "'nme'", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[8]/span[7]"}, {"position_id": 4657, "txt": "returning", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[9]/span[1]"}, {"position_id": 4659, "txt": "*", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[9]/span[3]"}, {"position_id": 4661, "txt": ";", "x": "/html/body/div[3]/main/div/div[3]/article/div[17]/pre/code/span[9]/span[4]"}]}, "tags": [], "label": "code", "web_segment_id": 83, "global_sentence_id": 165, "edu_l1_label": "EDU_O"}, {"txt": "- is an operator used to remove a key from a json object.", "language": "english", "position": {"atoms": [{"position_id": 4663, "txt": "-", "x": "/html/body/div[3]/main/div/div[3]/article/p[49]/code[1]"}, {"position_id": 4665, "txt": " is an operator used to remove a key from a json object.", "x": "/html/body/div[3]/main/div/div[3]/article/p[49]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": " For our UPDATE, we therefore remove our typo from the entire object.", "language": "english", "position": {"atoms": [{"position_id": 4666, "txt": " For our UPDATE, we therefore remove our typo from the entire object.", "x": "/html/body/div[3]/main/div/div[3]/article/p[49]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": " In addition, we concatenate everything else with the construction of a new object in which we correct the key name.", "language": "english", "position": {"atoms": [{"position_id": 4667, "txt": " In addition, we concatenate everything else with the construction of a new object in which we correct the key name.", "x": "/html/body/div[3]/main/div/div[3]/article/p[49]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": " We also assign the value of the key being deleted, which is still usable at UPDATE time, to the fields that originally contained it with ?.", "language": "english", "position": {"atoms": [{"position_id": 4668, "txt": " We also assign the value of the key being deleted, which is still usable at UPDATE time, to the fields that originally contained it with ", "x": "/html/body/div[3]/main/div/div[3]/article/p[49]/code[1]"}, {"position_id": 4670, "txt": "?", "x": "/html/body/div[3]/main/div/div[3]/article/p[49]/code[2]"}, {"position_id": 4672, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[49]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": "Now what ?", "language": "english", "position": {"atoms": [{"position_id": 4674, "txt": "Now what ?", "x": "/html/body/div[3]/main/div/div[3]/article/h2[7]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 85, "global_sentence_id": 170, "edu_l1_label": "BOS"}, {"txt": " What do we do with this ?#", "language": "english", "position": {"atoms": [{"position_id": 4675, "txt": " What do we do with this ?", "x": "/html/body/div[3]/main/div/div[3]/article/h2[7]"}, {"position_id": 4677, "txt": "#", "x": "/html/body/div[3]/main/div/div[3]/article/h2[7]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 85, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "So far, we've only worked with the population component for its latest version.", "language": "english", "position": {"atoms": [{"position_id": 4679, "txt": "So far, we've only worked with the population component for its latest version.", "x": "/html/body/div[3]/main/div/div[3]/article/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": " Let's now imagine that we repeat the exercise for all 6 sections and over several years, bearing in mind that over time, certain fields may appear or disappear; changes in the levels of diplomas observed, for example.", "language": "english", "position": {"atoms": [{"position_id": 4680, "txt": " Let's now imagine that we repeat the exercise for all 6 sections and over several years, bearing in mind that over time, certain fields may appear or disappear; changes in the levels of diplomas observed, for example.", "x": "/html/body/div[3]/main/div/div[3]/article/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": " It would be interesting to retrieve a table showing the first and last year of presence of each key.", "language": "english", "position": {"atoms": [{"position_id": 4681, "txt": " It would be interesting to retrieve a table showing the first and last year of presence of each key.", "x": "/html/body/div[3]/main/div/div[3]/article/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": " Let's just say that during this work, we took the opportunity to update a “correspondance_clefs_champs” table listing each key present and its original INSEE name (at least, the one we had standardized).", "language": "english", "position": {"atoms": [{"position_id": 4682, "txt": " Let's just say that during this work, we took the opportunity to update a “correspondance_clefs_champs” table listing each key present and its original INSEE name (at least, the one we had standardized).", "x": "/html/body/div[3]/main/div/div[3]/article/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "CREATEMATERIALIZEDVIEWinsee.presence_clefs_anneesASSELECTc.pk_idASpk_id,c.clef_jsonASclef_json,c.fk_baseASfk_base,a.premiereASpremiere_annee_presence,a.derniereASderniere_annee_presenceFROMinsee.correspondance_clefs_champsASc,LATERAL(SELECTmin(annee)ASpremiere,max(annee)ASderniereFROMinsee.donnees_communesWHEREfk_base=c.fk_baseANDdonnees?c.clef_json)ASaORDERBYfk_base,clef_json;", "language": "english", "position": {"atoms": [{"position_id": 4684, "txt": "CREATE", "x": "/html/body/div[3]/main/div/div[3]/article/div[18]/pre/code/span[1]/span[1]"}, {"position_id": 4686, "txt": "MATERIALIZED", "x": 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"edu_l1_label": "EDU_O"}, {"txt": "The only difficulty here is the presence of LATERAL.", "language": "english", "position": {"atoms": [{"position_id": 4854, "txt": "The only difficulty here is the presence of ", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]"}, {"position_id": 4856, "txt": "LATERAL", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/a"}, {"position_id": 4858, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/a"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": " This “word” allows you to use a field from the main query in a subquery placed in a FROM clause.", "language": "english", "position": {"atoms": [{"position_id": 4859, "txt": " This “word” allows you to use a field from the main query in a subquery placed in a FROM clause.", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/a"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": " The elements of the subquery will then be evaluated atomically before being joined to the original table.", "language": "english", "position": {"atoms": [{"position_id": 4860, "txt": " The elements of the subquery will then be evaluated atomically before being joined to the original table.", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/a"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": " Yes, it's not very easy to explain.", "language": "english", "position": {"atoms": [{"position_id": 4861, "txt": " Yes, it's not very easy to explain.", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/a"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": " Here, the WHERE of the subquery will query the donnees field of the “donnees_communes” table to see if it sees the clef_json (json key) being evaluated in the “correspondance_clefs_champs” table with alias “c”.", "language": "english", "position": {"atoms": [{"position_id": 4862, "txt": " Here, the WHERE of the subquery will query the ", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/a"}, {"position_id": 4864, "txt": "donnees", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/code"}, {"position_id": 4866, "txt": " field of the “donnees_communes” table to see if it sees the clef_json (json key) being evaluated in the “correspondance_clefs_champs” table with alias “c”.", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/code"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": " If so, we take the minimum/maximum value of the year field and attach it to this line and this line only.", "language": "english", "position": {"atoms": [{"position_id": 4867, "txt": " If so, we take the minimum/maximum value of the year field and attach it to this line and this line only.", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/code"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": " Then evaluate the following clef_json ... (evaluated atomically)", "language": "english", "position": {"atoms": [{"position_id": 4868, "txt": " Then evaluate the following clef_json ... (", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/code"}, {"position_id": 4870, "txt": "evaluated atomically", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/em"}, {"position_id": 4872, "txt": ")", "x": "/html/body/div[3]/main/div/div[3]/article/p[52]/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 89, "global_sentence_id": 184, "edu_l1_label": "IOS"}, {"txt": "Now we'd like to offer a product that's a little easier to use with all this.", "language": "english", "position": {"atoms": [{"position_id": 4874, "txt": "Now we'd like to offer a product that's a little easier to use with all this.", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": " Excuse me in advance, I'll copy a 50-line query a second time.", "language": "english", "position": {"atoms": [{"position_id": 4875, "txt": " Excuse me in advance, I'll copy a 50-line query a second time.", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": " The only table used here that we haven't created is a zonages_administratifs table containing municipalities codes in a code_admin field and a fk_type field containing the type of administrative zoning (1 for municipalities).", "language": "english", "position": {"atoms": [{"position_id": 4876, "txt": " The only table used here that we haven't created is a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]"}, {"position_id": 4878, "txt": "zonages_administratifs", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]/code[1]"}, {"position_id": 4880, "txt": " table containing municipalities codes in a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]/code[1]"}, {"position_id": 4882, "txt": "code_admin", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]/code[2]"}, {"position_id": 4884, "txt": " field and a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]/code[2]"}, {"position_id": 4886, "txt": "fk_type", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]/code[3]"}, {"position_id": 4888, "txt": " field containing the type of administrative zoning (1 for municipalities).", "x": "/html/body/div[3]/main/div/div[3]/article/p[53]/code[3]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "<table <table class=\"highlighttable\" position_id=\"3108\"><tbody position_id=\"3109\"><tr position_id=\"3110\"><th class=\"filename\" colspan=\"2\" position_id=\"3111\"><span class=\"filename\" position_id=\"3112\">Creation of the embellished materialized view</span></th></tr><tr position_id=\"3113\"><td class=\"linenos\" position_id=\"3114\"><div class=\"linenodiv\" position_id=\"3115\"/></td><td class=\"code\" position_id=\"3206\"><div position_id=\"3207\"><pre id=\"__code_17\" position_id=\"3208\"><span position_id=\"3209\"/><code class=\"md-code__content\" tabindex=\"0\" position_id=\"3210\"><span id=\"__span-17-1\" position_id=\"3211\"><a id=\"__codelineno-17-1\" name=\"__codelineno-17-1\" position_id=\"3212\"/><span class=\"k\" position_id=\"3213\">CREATE</span><span class=\"w\" position_id=\"3214\"> </span><span class=\"n\" position_id=\"3215\">MATERIALIZED</span><span class=\"w\" position_id=\"3216\"> </span><span class=\"k\" position_id=\"3217\">VIEW</span><span class=\"w\" position_id=\"3218\"> </span><span class=\"n\" position_id=\"3219\">insee</span><span class=\"p\" position_id=\"3220\">.</span><span class=\"n\" position_id=\"3221\">donnees_communes_olap</span><span class=\"w\" position_id=\"3222\"> </span><span class=\"k\" position_id=\"3223\">AS</span></span><span id=\"__span-17-2\" position_id=\"3224\"><a id=\"__codelineno-17-2\" name=\"__codelineno-17-2\" position_id=\"3225\"/><span class=\"k\" position_id=\"3226\">WITH</span></span><span id=\"__span-17-3\" position_id=\"3227\"><a id=\"__codelineno-17-3\" name=\"__codelineno-17-3\" position_id=\"3228\"/><span class=\"c1\" position_id=\"3229\">-- Municipalities codes selection</span></span><span id=\"__span-17-4\" position_id=\"3230\"><a id=\"__codelineno-17-4\" name=\"__codelineno-17-4\" position_id=\"3231\"/><span class=\"w\" position_id=\"3232\"> </span><span class=\"n\" position_id=\"3233\">codes_com</span><span class=\"w\" position_id=\"3234\"> </span><span class=\"k\" position_id=\"3235\">AS</span><span class=\"w\" position_id=\"3236\"> </span><span class=\"p\" position_id=\"3237\">(</span></span><span id=\"__span-17-5\" position_id=\"3238\"><a id=\"__codelineno-17-5\" name=\"__codelineno-17-5\" position_id=\"3239\"/><span class=\"w\" position_id=\"3240\"> </span><span class=\"k\" position_id=\"3241\">SELECT</span></span><span id=\"__span-17-6\" position_id=\"3242\"><a id=\"__codelineno-17-6\" name=\"__codelineno-17-6\" position_id=\"3243\"/><span class=\"w\" position_id=\"3244\"> </span><span class=\"n\" position_id=\"3245\">code_admin</span></span><span id=\"__span-17-7\" position_id=\"3246\"><a id=\"__codelineno-17-7\" name=\"__codelineno-17-7\" position_id=\"3247\"/><span class=\"w\" position_id=\"3248\"> </span><span class=\"k\" position_id=\"3249\">FROM</span><span class=\"w\" position_id=\"3250\"> </span><span class=\"n\" position_id=\"3251\">insee</span><span class=\"p\" position_id=\"3252\">.</span><span class=\"n\" position_id=\"3253\">zonages_administratifs</span></span><span id=\"__span-17-8\" position_id=\"3254\"><a id=\"__codelineno-17-8\" name=\"__codelineno-17-8\" position_id=\"3255\"/><span class=\"w\" position_id=\"3256\"> </span><span class=\"k\" position_id=\"3257\">WHERE</span><span class=\"w\" position_id=\"3258\"> </span><span class=\"n\" position_id=\"3259\">fk_type</span><span class=\"w\" position_id=\"3260\"> </span><span class=\"o\" position_id=\"3261\">=</span><span class=\"w\" position_id=\"3262\"> </span><span class=\"mi\" position_id=\"3263\">1</span></span><span id=\"__span-17-9\" position_id=\"3264\"><a id=\"__codelineno-17-9\" name=\"__codelineno-17-9\" position_id=\"3265\"/><span class=\"w\" position_id=\"3266\"> </span><span class=\"p\" position_id=\"3267\">),</span></span><span id=\"__span-17-10\" position_id=\"3268\"><a id=\"__codelineno-17-10\" name=\"__codelineno-17-10\" position_id=\"3269\"/><span class=\"c1\" position_id=\"3270\">-- Key selections and unnest by year</span></span><span id=\"__span-17-11\" position_id=\"3271\"><a id=\"__codelineno-17-11\" name=\"__codelineno-17-11\" position_id=\"3272\"/><span class=\"w\" position_id=\"3273\"> </span><span class=\"n\" position_id=\"3274\">clefs</span><span class=\"w\" position_id=\"3275\"> </span><span class=\"k\" position_id=\"3276\">AS</span><span class=\"w\" position_id=\"3277\"> </span><span class=\"p\" position_id=\"3278\">(</span></span><span id=\"__span-17-12\" position_id=\"3279\"><a id=\"__codelineno-17-12\" name=\"__codelineno-17-12\" position_id=\"3280\"/><span class=\"w\" position_id=\"3281\"> </span><span class=\"k\" position_id=\"3282\">SELECT</span></span><span id=\"__span-17-13\" position_id=\"3283\"><a id=\"__codelineno-17-13\" name=\"__codelineno-17-13\" position_id=\"3284\"/><span class=\"w\" position_id=\"3285\"> </span><span class=\"n\" position_id=\"3286\">pk_id</span><span class=\"p\" position_id=\"3287\">,</span></span><span id=\"__span-17-14\" position_id=\"3288\"><a id=\"__codelineno-17-14\" name=\"__codelineno-17-14\" position_id=\"3289\"/><span class=\"w\" position_id=\"3290\"> </span><span class=\"n\" position_id=\"3291\">generate_series</span><span class=\"p\" position_id=\"3292\">(</span><span class=\"n\" position_id=\"3293\">premiere_annee_presence</span><span class=\"p\" position_id=\"3294\">,</span><span class=\"w\" position_id=\"3295\"> </span><span class=\"n\" position_id=\"3296\">derniere_annee_presence</span><span class=\"p\" position_id=\"3297\">,</span><span class=\"mi\" position_id=\"3298\">1</span><span class=\"p\" position_id=\"3299\">)</span><span class=\"w\" position_id=\"3300\"> </span><span class=\"k\" position_id=\"3301\">AS</span><span class=\"w\" position_id=\"3302\"> </span><span class=\"n\" position_id=\"3303\">annee</span></span><span id=\"__span-17-15\" position_id=\"3304\"><a id=\"__codelineno-17-15\" name=\"__codelineno-17-15\" position_id=\"3305\"/><span class=\"w\" position_id=\"3306\"> </span><span class=\"k\" position_id=\"3307\">FROM</span><span class=\"w\" position_id=\"3308\"> </span><span class=\"n\" position_id=\"3309\">insee</span><span class=\"p\" position_id=\"3310\">.</span><span class=\"n\" position_id=\"3311\">presence_clefs_annees</span></span><span id=\"__span-17-16\" position_id=\"3312\"><a id=\"__codelineno-17-16\" name=\"__codelineno-17-16\" position_id=\"3313\"/><span class=\"w\" position_id=\"3314\"> </span><span class=\"p\" position_id=\"3315\">),</span></span><span id=\"__span-17-17\" position_id=\"3316\"><a id=\"__codelineno-17-17\" name=\"__codelineno-17-17\" position_id=\"3317\"/><span class=\"c1\" position_id=\"3318\">-- cross join keys + single year and communal codes</span></span><span id=\"__span-17-18\" position_id=\"3319\"><a id=\"__codelineno-17-18\" name=\"__codelineno-17-18\" position_id=\"3320\"/><span class=\"w\" position_id=\"3321\"> </span><span class=\"n\" position_id=\"3322\">tc</span><span class=\"w\" position_id=\"3323\"> </span><span class=\"k\" position_id=\"3324\">AS</span><span class=\"w\" position_id=\"3325\"> </span><span class=\"p\" position_id=\"3326\">(</span></span><span id=\"__span-17-19\" position_id=\"3327\"><a id=\"__codelineno-17-19\" name=\"__codelineno-17-19\" position_id=\"3328\"/><span class=\"w\" position_id=\"3329\"> </span><span class=\"k\" position_id=\"3330\">SELECT</span></span><span id=\"__span-17-20\" position_id=\"3331\"><a id=\"__codelineno-17-20\" name=\"__codelineno-17-20\" position_id=\"3332\"/><span class=\"w\" position_id=\"3333\"> </span><span class=\"n\" position_id=\"3334\">cc</span><span class=\"p\" position_id=\"3335\">.</span><span class=\"n\" position_id=\"3336\">code_admin</span><span class=\"w\" position_id=\"3337\"> </span><span class=\"k\" position_id=\"3338\">AS</span><span class=\"w\" position_id=\"3339\"> </span><span class=\"n\" position_id=\"3340\">code_com</span><span class=\"p\" position_id=\"3341\">,</span></span><span id=\"__span-17-21\" position_id=\"3342\"><a id=\"__codelineno-17-21\" name=\"__codelineno-17-21\" position_id=\"3343\"/><span class=\"w\" position_id=\"3344\"> </span><span class=\"n\" position_id=\"3345\">cl</span><span class=\"p\" position_id=\"3346\">.</span><span class=\"n\" position_id=\"3347\">annee</span><span class=\"w\" position_id=\"3348\"> </span><span class=\"k\" position_id=\"3349\">AS</span><span class=\"w\" position_id=\"3350\"> </span><span class=\"n\" position_id=\"3351\">annee</span><span class=\"p\" position_id=\"3352\">,</span></span><span id=\"__span-17-22\" position_id=\"3353\"><a id=\"__codelineno-17-22\" name=\"__codelineno-17-22\" position_id=\"3354\"/><span class=\"w\" position_id=\"3355\"> </span><span class=\"n\" position_id=\"3356\">cl</span><span class=\"p\" position_id=\"3357\">.</span><span class=\"n\" position_id=\"3358\">pk_id</span><span class=\"w\" position_id=\"3359\"> </span><span class=\"k\" position_id=\"3360\">AS</span><span class=\"w\" position_id=\"3361\"> </span><span class=\"n\" position_id=\"3362\">pk_id</span></span><span id=\"__span-17-23\" position_id=\"3363\"><a id=\"__codelineno-17-23\" name=\"__codelineno-17-23\" position_id=\"3364\"/><span class=\"w\" position_id=\"3365\"> </span><span class=\"k\" position_id=\"3366\">FROM</span><span class=\"w\" position_id=\"3367\"> </span><span class=\"n\" position_id=\"3368\">codes_com</span><span class=\"w\" position_id=\"3369\"> </span><span class=\"k\" position_id=\"3370\">AS</span><span class=\"w\" position_id=\"3371\"> </span><span class=\"n\" position_id=\"3372\">cc</span></span><span id=\"__span-17-24\" position_id=\"3373\"><a id=\"__codelineno-17-24\" name=\"__codelineno-17-24\" position_id=\"3374\"/><span class=\"w\" position_id=\"3375\"> </span><span class=\"k\" position_id=\"3376\">CROSS</span><span class=\"w\" position_id=\"3377\"> </span><span class=\"k\" position_id=\"3378\">JOIN</span><span class=\"w\" position_id=\"3379\"> </span><span class=\"n\" position_id=\"3380\">clefs</span><span class=\"w\" position_id=\"3381\"> </span><span class=\"k\" position_id=\"3382\">AS</span><span class=\"w\" position_id=\"3383\"> </span><span class=\"n\" position_id=\"3384\">cl</span></span><span id=\"__span-17-25\" position_id=\"3385\"><a id=\"__codelineno-17-25\" name=\"__codelineno-17-25\" position_id=\"3386\"/><span class=\"w\" position_id=\"3387\"> </span><span class=\"p\" position_id=\"3388\">),</span></span><span id=\"__span-17-26\" position_id=\"3389\"><a id=\"__codelineno-17-26\" name=\"__codelineno-17-26\" position_id=\"3390\"/><span class=\"c1\" position_id=\"3391\">-- Final selection with data recovery</span></span><span id=\"__span-17-27\" position_id=\"3392\"><a id=\"__codelineno-17-27\" name=\"__codelineno-17-27\" position_id=\"3393\"/><span class=\"w\" position_id=\"3394\"> </span><span class=\"k\" position_id=\"3395\">final</span><span class=\"w\" position_id=\"3396\"> </span><span class=\"k\" position_id=\"3397\">AS</span><span class=\"w\" position_id=\"3398\"> </span><span class=\"p\" position_id=\"3399\">(</span></span><span id=\"__span-17-28\" position_id=\"3400\"><a id=\"__codelineno-17-28\" name=\"__codelineno-17-28\" position_id=\"3401\"/><span class=\"w\" position_id=\"3402\"> </span><span class=\"k\" position_id=\"3403\">SELECT</span></span><span id=\"__span-17-29\" position_id=\"3404\"><a id=\"__codelineno-17-29\" name=\"__codelineno-17-29\" position_id=\"3405\"/><span class=\"w\" position_id=\"3406\"> </span><span class=\"n\" position_id=\"3407\">tc</span><span class=\"p\" position_id=\"3408\">.</span><span class=\"n\" position_id=\"3409\">code_com</span><span class=\"p\" position_id=\"3410\">,</span></span><span id=\"__span-17-30\" position_id=\"3411\"><a id=\"__codelineno-17-30\" name=\"__codelineno-17-30\" position_id=\"3412\"/><span class=\"w\" position_id=\"3413\"> </span><span class=\"n\" position_id=\"3414\">tc</span><span class=\"p\" position_id=\"3415\">.</span><span class=\"n\" position_id=\"3416\">annee</span><span class=\"p\" position_id=\"3417\">,</span></span><span id=\"__span-17-31\" position_id=\"3418\"><a id=\"__codelineno-17-31\" name=\"__codelineno-17-31\" position_id=\"3419\"/><span class=\"w\" position_id=\"3420\"> </span><span class=\"n\" position_id=\"3421\">co</span><span class=\"p\" position_id=\"3422\">.</span><span class=\"n\" position_id=\"3423\">fk_base</span><span class=\"p\" position_id=\"3424\">,</span></span><span id=\"__span-17-32\" position_id=\"3425\"><a id=\"__codelineno-17-32\" name=\"__codelineno-17-32\" position_id=\"3426\"/><span class=\"w\" position_id=\"3427\"> </span><span class=\"n\" position_id=\"3428\">co</span><span class=\"p\" position_id=\"3429\">.</span><span class=\"n\" position_id=\"3430\">clef_json</span><span class=\"p\" position_id=\"3431\">,</span></span><span id=\"__span-17-33\" position_id=\"3432\"><a id=\"__codelineno-17-33\" name=\"__codelineno-17-33\" position_id=\"3433\"/><span class=\"w\" position_id=\"3434\"> </span><span class=\"k\" position_id=\"3435\">CASE</span></span><span id=\"__span-17-34\" position_id=\"3436\"><a id=\"__codelineno-17-34\" name=\"__codelineno-17-34\" position_id=\"3437\"/><span class=\"w\" position_id=\"3438\"> </span><span class=\"k\" position_id=\"3439\">WHEN</span><span class=\"w\" position_id=\"3440\"> </span><span class=\"p\" position_id=\"3441\">(</span><span class=\"n\" position_id=\"3442\">d</span><span class=\"p\" position_id=\"3443\">.</span><span class=\"n\" position_id=\"3444\">donnees</span><span class=\"w\" position_id=\"3445\"> </span><span class=\"o\" position_id=\"3446\">-&gt;&gt;</span><span class=\"w\" position_id=\"3447\"> </span><span class=\"n\" position_id=\"3448\">clef_json</span><span class=\"p\" position_id=\"3449\">)</span><span class=\"w\" position_id=\"3450\"> </span><span class=\"k\" position_id=\"3451\">IN</span><span class=\"w\" position_id=\"3452\"> </span><span class=\"p\" position_id=\"3453\">(</span><span class=\"s1\" position_id=\"3454\">&apos;&apos;</span><span class=\"p\" position_id=\"3455\">,</span><span class=\"s1\" position_id=\"3456\">&apos;null&apos;</span><span class=\"p\" position_id=\"3457\">,</span><span class=\"s1\" position_id=\"3458\">&apos;s&apos;</span><span class=\"p\" position_id=\"3459\">,</span><span class=\"s1\" position_id=\"3460\">&apos;nd&apos;</span><span class=\"p\" position_id=\"3461\">)</span><span class=\"w\" position_id=\"3462\"> </span><span class=\"k\" position_id=\"3463\">THEN</span><span class=\"w\" position_id=\"3464\"> </span><span class=\"k\" position_id=\"3465\">NULL</span></span><span id=\"__span-17-35\" position_id=\"3466\"><a id=\"__codelineno-17-35\" name=\"__codelineno-17-35\" position_id=\"3467\"/><span class=\"w\" position_id=\"3468\"> </span><span class=\"k\" position_id=\"3469\">ELSE</span><span class=\"w\" position_id=\"3470\"> </span><span class=\"p\" position_id=\"3471\">((</span><span class=\"n\" position_id=\"3472\">d</span><span class=\"p\" position_id=\"3473\">.</span><span class=\"n\" position_id=\"3474\">donnees</span><span class=\"w\" position_id=\"3475\"> </span><span class=\"o\" position_id=\"3476\">-&gt;&gt;</span><span class=\"w\" position_id=\"3477\"> </span><span class=\"n\" position_id=\"3478\">clef_json</span><span class=\"p\" position_id=\"3479\">)::</span><span class=\"nb\" position_id=\"3480\">real</span><span class=\"p\" position_id=\"3481\">)</span></span><span id=\"__span-17-36\" position_id=\"3482\"><a id=\"__codelineno-17-36\" name=\"__codelineno-17-36\" position_id=\"3483\"/><span class=\"w\" position_id=\"3484\"> </span><span class=\"k\" position_id=\"3485\">END</span><span class=\"w\" position_id=\"3486\"> </span><span class=\"k\" position_id=\"3487\">AS</span><span class=\"w\" position_id=\"3488\"> </span><span class=\"n\" position_id=\"3489\">valeur</span></span><span id=\"__span-17-37\" position_id=\"3490\"><a id=\"__codelineno-17-37\" name=\"__codelineno-17-37\" position_id=\"3491\"/><span class=\"w\" position_id=\"3492\"> </span><span class=\"k\" position_id=\"3493\">FROM</span><span class=\"w\" position_id=\"3494\"> </span><span class=\"n\" position_id=\"3495\">tc</span></span><span id=\"__span-17-38\" position_id=\"3496\"><a id=\"__codelineno-17-38\" name=\"__codelineno-17-38\" position_id=\"3497\"/><span class=\"w\" position_id=\"3498\"> </span><span class=\"k\" position_id=\"3499\">JOIN</span></span><span id=\"__span-17-39\" position_id=\"3500\"><a id=\"__codelineno-17-39\" name=\"__codelineno-17-39\" position_id=\"3501\"/><span class=\"w\" position_id=\"3502\"> </span><span class=\"n\" position_id=\"3503\">insee</span><span class=\"p\" position_id=\"3504\">.</span><span class=\"n\" position_id=\"3505\">donnees_communes</span><span class=\"w\" position_id=\"3506\"> </span><span class=\"k\" position_id=\"3507\">AS</span><span class=\"w\" position_id=\"3508\"> </span><span class=\"n\" position_id=\"3509\">d</span><span class=\"w\" position_id=\"3510\"> </span><span class=\"k\" position_id=\"3511\">ON</span><span class=\"w\" position_id=\"3512\"> </span><span class=\"p\" position_id=\"3513\">(</span><span class=\"n\" position_id=\"3514\">tc</span><span class=\"p\" position_id=\"3515\">.</span><span class=\"n\" position_id=\"3516\">code_com</span><span class=\"w\" position_id=\"3517\"> </span><span class=\"o\" position_id=\"3518\">=</span><span class=\"w\" position_id=\"3519\"> </span><span class=\"n\" position_id=\"3520\">d</span><span class=\"p\" position_id=\"3521\">.</span><span class=\"n\" position_id=\"3522\">code_commune</span><span class=\"w\" position_id=\"3523\"> </span><span class=\"k\" position_id=\"3524\">AND</span><span class=\"w\" position_id=\"3525\"> </span><span class=\"n\" position_id=\"3526\">tc</span><span class=\"p\" position_id=\"3527\">.</span><span class=\"n\" position_id=\"3528\">annee</span><span class=\"w\" position_id=\"3529\"> </span><span class=\"o\" position_id=\"3530\">=</span><span class=\"w\" position_id=\"3531\"> </span><span class=\"n\" position_id=\"3532\">d</span><span class=\"p\" position_id=\"3533\">.</span><span class=\"n\" position_id=\"3534\">annee</span><span class=\"p\" position_id=\"3535\">)</span></span><span id=\"__span-17-40\" position_id=\"3536\"><a id=\"__codelineno-17-40\" name=\"__codelineno-17-40\" position_id=\"3537\"/><span class=\"w\" position_id=\"3538\"> </span><span class=\"k\" position_id=\"3539\">LEFT</span><span class=\"w\" position_id=\"3540\"> </span><span class=\"k\" position_id=\"3541\">JOIN</span></span><span id=\"__span-17-41\" position_id=\"3542\"><a id=\"__codelineno-17-41\" name=\"__codelineno-17-41\" position_id=\"3543\"/><span class=\"w\" position_id=\"3544\"> </span><span class=\"n\" position_id=\"3545\">insee</span><span class=\"p\" position_id=\"3546\">.</span><span class=\"n\" position_id=\"3547\">presence_clefs_annees</span><span class=\"w\" position_id=\"3548\"> </span><span class=\"k\" position_id=\"3549\">AS</span><span class=\"w\" position_id=\"3550\"> </span><span class=\"n\" position_id=\"3551\">co</span><span class=\"w\" position_id=\"3552\"> </span><span class=\"k\" position_id=\"3553\">ON</span><span class=\"w\" position_id=\"3554\"> </span><span class=\"n\" position_id=\"3555\">tc</span><span class=\"p\" position_id=\"3556\">.</span><span class=\"n\" position_id=\"3557\">pk_id</span><span class=\"w\" position_id=\"3558\"> </span><span class=\"o\" position_id=\"3559\">=</span><span class=\"w\" position_id=\"3560\"> </span><span class=\"n\" position_id=\"3561\">co</span><span class=\"p\" position_id=\"3562\">.</span><span class=\"n\" position_id=\"3563\">pk_id</span></span><span id=\"__span-17-42\" position_id=\"3564\"><a id=\"__codelineno-17-42\" name=\"__codelineno-17-42\" position_id=\"3565\"/><span class=\"w\" position_id=\"3566\"> </span><span class=\"k\" position_id=\"3567\">ORDER</span><span class=\"w\" position_id=\"3568\"> </span><span class=\"k\" position_id=\"3569\">BY</span><span class=\"w\" position_id=\"3570\"> </span><span class=\"n\" position_id=\"3571\">tc</span><span class=\"p\" position_id=\"3572\">.</span><span class=\"n\" position_id=\"3573\">annee</span><span class=\"p\" position_id=\"3574\">,</span><span class=\"w\" position_id=\"3575\"> </span><span class=\"n\" position_id=\"3576\">co</span><span class=\"p\" position_id=\"3577\">.</span><span class=\"n\" position_id=\"3578\">fk_base</span><span class=\"p\" position_id=\"3579\">,</span><span class=\"w\" position_id=\"3580\"> </span><span class=\"n\" position_id=\"3581\">co</span><span class=\"p\" position_id=\"3582\">.</span><span class=\"n\" position_id=\"3583\">clef_json</span><span class=\"p\" position_id=\"3584\">,</span><span class=\"w\" position_id=\"3585\"> </span><span class=\"n\" position_id=\"3586\">tc</span><span class=\"p\" position_id=\"3587\">.</span><span class=\"n\" position_id=\"3588\">code_com</span></span><span id=\"__span-17-43\" position_id=\"3589\"><a id=\"__codelineno-17-43\" name=\"__codelineno-17-43\" position_id=\"3590\"/><span class=\"w\" position_id=\"3591\"> </span><span class=\"p\" position_id=\"3592\">)</span></span><span id=\"__span-17-44\" position_id=\"3593\"><a id=\"__codelineno-17-44\" name=\"__codelineno-17-44\" position_id=\"3594\"/><span class=\"k\" position_id=\"3595\">SELECT</span><span class=\"w\" position_id=\"3596\"> </span><span class=\"o\" position_id=\"3597\">*</span><span class=\"w\" position_id=\"3598\"> </span><span class=\"k\" position_id=\"3599\">FROM</span><span class=\"w\" position_id=\"3600\"> </span><span class=\"k\" position_id=\"3601\">final</span><span class=\"w\" position_id=\"3602\"> </span><span class=\"k\" position_id=\"3603\">WHERE</span><span class=\"w\" position_id=\"3604\"> </span><span class=\"n\" position_id=\"3605\">valeur</span><span class=\"w\" position_id=\"3606\"> </span><span class=\"k\" position_id=\"3607\">IS</span><span class=\"w\" position_id=\"3608\"> </span><span class=\"k\" position_id=\"3609\">NOT</span><span class=\"w\" position_id=\"3610\"> </span><span class=\"k\" position_id=\"3611\">NULL</span><span class=\"p\" position_id=\"3612\">;</span></span></code></pre></div></td></tr></tbody></table>", "language": "english", "position": {"atoms": [{"position_id": 3108, "txt": "<table <table class=\"highlighttable\" position_id=\"3108\"><tbody position_id=\"3109\"><tr position_id=\"3110\"><th class=\"filename\" colspan=\"2\" position_id=\"3111\"><span class=\"filename\" position_id=\"3112\">Creation of the embellished materialized view</span></th></tr><tr position_id=\"3113\"><td class=\"linenos\" position_id=\"3114\"><div class=\"linenodiv\" position_id=\"3115\"/></td><td class=\"code\" position_id=\"3206\"><div position_id=\"3207\"><pre id=\"__code_17\" position_id=\"3208\"><span position_id=\"3209\"/><code class=\"md-code__content\" tabindex=\"0\" position_id=\"3210\"><span id=\"__span-17-1\" position_id=\"3211\"><a id=\"__codelineno-17-1\" name=\"__codelineno-17-1\" position_id=\"3212\"/><span class=\"k\" position_id=\"3213\">CREATE</span><span class=\"w\" position_id=\"3214\"> </span><span class=\"n\" position_id=\"3215\">MATERIALIZED</span><span class=\"w\" position_id=\"3216\"> </span><span class=\"k\" position_id=\"3217\">VIEW</span><span class=\"w\" position_id=\"3218\"> </span><span class=\"n\" position_id=\"3219\">insee</span><span class=\"p\" position_id=\"3220\">.</span><span class=\"n\" position_id=\"3221\">donnees_communes_olap</span><span class=\"w\" position_id=\"3222\"> </span><span class=\"k\" position_id=\"3223\">AS</span>\n</span><span id=\"__span-17-2\" position_id=\"3224\"><a id=\"__codelineno-17-2\" name=\"__codelineno-17-2\" position_id=\"3225\"/><span class=\"k\" position_id=\"3226\">WITH</span>\n</span><span id=\"__span-17-3\" position_id=\"3227\"><a id=\"__codelineno-17-3\" name=\"__codelineno-17-3\" position_id=\"3228\"/><span class=\"c1\" position_id=\"3229\">-- Municipalities codes selection</span>\n</span><span id=\"__span-17-4\" position_id=\"3230\"><a id=\"__codelineno-17-4\" name=\"__codelineno-17-4\" position_id=\"3231\"/><span class=\"w\" position_id=\"3232\"> </span><span class=\"n\" position_id=\"3233\">codes_com</span><span class=\"w\" position_id=\"3234\"> </span><span class=\"k\" position_id=\"3235\">AS</span><span class=\"w\" position_id=\"3236\"> </span><span class=\"p\" position_id=\"3237\">(</span>\n</span><span id=\"__span-17-5\" position_id=\"3238\"><a id=\"__codelineno-17-5\" name=\"__codelineno-17-5\" position_id=\"3239\"/><span class=\"w\" position_id=\"3240\"> </span><span class=\"k\" position_id=\"3241\">SELECT</span>\n</span><span id=\"__span-17-6\" position_id=\"3242\"><a id=\"__codelineno-17-6\" name=\"__codelineno-17-6\" position_id=\"3243\"/><span class=\"w\" position_id=\"3244\"> </span><span class=\"n\" position_id=\"3245\">code_admin</span>\n</span><span id=\"__span-17-7\" position_id=\"3246\"><a id=\"__codelineno-17-7\" name=\"__codelineno-17-7\" position_id=\"3247\"/><span class=\"w\" position_id=\"3248\"> </span><span class=\"k\" position_id=\"3249\">FROM</span><span class=\"w\" position_id=\"3250\"> </span><span class=\"n\" position_id=\"3251\">insee</span><span class=\"p\" position_id=\"3252\">.</span><span class=\"n\" position_id=\"3253\">zonages_administratifs</span>\n</span><span id=\"__span-17-8\" position_id=\"3254\"><a id=\"__codelineno-17-8\" name=\"__codelineno-17-8\" position_id=\"3255\"/><span class=\"w\" position_id=\"3256\"> </span><span class=\"k\" position_id=\"3257\">WHERE</span><span class=\"w\" position_id=\"3258\"> </span><span class=\"n\" position_id=\"3259\">fk_type</span><span class=\"w\" position_id=\"3260\"> </span><span class=\"o\" position_id=\"3261\">=</span><span class=\"w\" position_id=\"3262\"> </span><span class=\"mi\" position_id=\"3263\">1</span>\n</span><span id=\"__span-17-9\" position_id=\"3264\"><a id=\"__codelineno-17-9\" name=\"__codelineno-17-9\" position_id=\"3265\"/><span class=\"w\" position_id=\"3266\"> </span><span class=\"p\" position_id=\"3267\">),</span>\n</span><span id=\"__span-17-10\" position_id=\"3268\"><a id=\"__codelineno-17-10\" name=\"__codelineno-17-10\" position_id=\"3269\"/><span class=\"c1\" position_id=\"3270\">-- Key selections and unnest by year</span>\n</span><span id=\"__span-17-11\" position_id=\"3271\"><a id=\"__codelineno-17-11\" name=\"__codelineno-17-11\" position_id=\"3272\"/><span class=\"w\" position_id=\"3273\"> </span><span class=\"n\" position_id=\"3274\">clefs</span><span class=\"w\" position_id=\"3275\"> </span><span class=\"k\" position_id=\"3276\">AS</span><span class=\"w\" position_id=\"3277\"> </span><span class=\"p\" position_id=\"3278\">(</span>\n</span><span id=\"__span-17-12\" position_id=\"3279\"><a id=\"__codelineno-17-12\" name=\"__codelineno-17-12\" position_id=\"3280\"/><span class=\"w\" position_id=\"3281\"> </span><span class=\"k\" position_id=\"3282\">SELECT</span>\n</span><span id=\"__span-17-13\" position_id=\"3283\"><a id=\"__codelineno-17-13\" name=\"__codelineno-17-13\" position_id=\"3284\"/><span class=\"w\" position_id=\"3285\"> </span><span class=\"n\" position_id=\"3286\">pk_id</span><span class=\"p\" position_id=\"3287\">,</span>\n</span><span id=\"__span-17-14\" position_id=\"3288\"><a id=\"__codelineno-17-14\" name=\"__codelineno-17-14\" position_id=\"3289\"/><span class=\"w\" position_id=\"3290\"> </span><span class=\"n\" position_id=\"3291\">generate_series</span><span class=\"p\" position_id=\"3292\">(</span><span class=\"n\" position_id=\"3293\">premiere_annee_presence</span><span class=\"p\" position_id=\"3294\">,</span><span class=\"w\" position_id=\"3295\"> </span><span class=\"n\" position_id=\"3296\">derniere_annee_presence</span><span class=\"p\" position_id=\"3297\">,</span><span class=\"mi\" position_id=\"3298\">1</span><span class=\"p\" position_id=\"3299\">)</span><span class=\"w\" position_id=\"3300\"> </span><span class=\"k\" position_id=\"3301\">AS</span><span class=\"w\" position_id=\"3302\"> </span><span class=\"n\" position_id=\"3303\">annee</span>\n</span><span id=\"__span-17-15\" position_id=\"3304\"><a id=\"__codelineno-17-15\" name=\"__codelineno-17-15\" position_id=\"3305\"/><span class=\"w\" position_id=\"3306\"> </span><span class=\"k\" position_id=\"3307\">FROM</span><span class=\"w\" position_id=\"3308\"> </span><span class=\"n\" position_id=\"3309\">insee</span><span class=\"p\" position_id=\"3310\">.</span><span class=\"n\" position_id=\"3311\">presence_clefs_annees</span>\n</span><span id=\"__span-17-16\" position_id=\"3312\"><a id=\"__codelineno-17-16\" name=\"__codelineno-17-16\" position_id=\"3313\"/><span class=\"w\" position_id=\"3314\"> </span><span class=\"p\" position_id=\"3315\">),</span>\n</span><span id=\"__span-17-17\" position_id=\"3316\"><a id=\"__codelineno-17-17\" name=\"__codelineno-17-17\" position_id=\"3317\"/><span class=\"c1\" position_id=\"3318\">-- cross join keys + single year and communal codes</span>\n</span><span id=\"__span-17-18\" position_id=\"3319\"><a id=\"__codelineno-17-18\" name=\"__codelineno-17-18\" position_id=\"3320\"/><span class=\"w\" position_id=\"3321\"> </span><span class=\"n\" position_id=\"3322\">tc</span><span class=\"w\" position_id=\"3323\"> </span><span class=\"k\" position_id=\"3324\">AS</span><span class=\"w\" position_id=\"3325\"> </span><span class=\"p\" position_id=\"3326\">(</span>\n</span><span id=\"__span-17-19\" position_id=\"3327\"><a id=\"__codelineno-17-19\" name=\"__codelineno-17-19\" position_id=\"3328\"/><span class=\"w\" position_id=\"3329\"> </span><span class=\"k\" position_id=\"3330\">SELECT</span>\n</span><span id=\"__span-17-20\" position_id=\"3331\"><a id=\"__codelineno-17-20\" name=\"__codelineno-17-20\" position_id=\"3332\"/><span class=\"w\" position_id=\"3333\"> </span><span class=\"n\" position_id=\"3334\">cc</span><span class=\"p\" position_id=\"3335\">.</span><span class=\"n\" position_id=\"3336\">code_admin</span><span class=\"w\" position_id=\"3337\"> </span><span class=\"k\" position_id=\"3338\">AS</span><span class=\"w\" position_id=\"3339\"> </span><span class=\"n\" position_id=\"3340\">code_com</span><span class=\"p\" position_id=\"3341\">,</span>\n</span><span id=\"__span-17-21\" position_id=\"3342\"><a id=\"__codelineno-17-21\" name=\"__codelineno-17-21\" position_id=\"3343\"/><span class=\"w\" position_id=\"3344\"> </span><span class=\"n\" position_id=\"3345\">cl</span><span class=\"p\" position_id=\"3346\">.</span><span class=\"n\" position_id=\"3347\">annee</span><span class=\"w\" position_id=\"3348\"> </span><span class=\"k\" position_id=\"3349\">AS</span><span class=\"w\" position_id=\"3350\"> </span><span class=\"n\" position_id=\"3351\">annee</span><span class=\"p\" position_id=\"3352\">,</span>\n</span><span id=\"__span-17-22\" position_id=\"3353\"><a id=\"__codelineno-17-22\" name=\"__codelineno-17-22\" position_id=\"3354\"/><span class=\"w\" position_id=\"3355\"> </span><span class=\"n\" position_id=\"3356\">cl</span><span class=\"p\" position_id=\"3357\">.</span><span class=\"n\" position_id=\"3358\">pk_id</span><span class=\"w\" position_id=\"3359\"> </span><span class=\"k\" position_id=\"3360\">AS</span><span class=\"w\" position_id=\"3361\"> </span><span class=\"n\" position_id=\"3362\">pk_id</span>\n</span><span id=\"__span-17-23\" position_id=\"3363\"><a id=\"__codelineno-17-23\" name=\"__codelineno-17-23\" position_id=\"3364\"/><span class=\"w\" position_id=\"3365\"> </span><span class=\"k\" position_id=\"3366\">FROM</span><span class=\"w\" position_id=\"3367\"> </span><span class=\"n\" position_id=\"3368\">codes_com</span><span class=\"w\" position_id=\"3369\"> </span><span class=\"k\" position_id=\"3370\">AS</span><span class=\"w\" position_id=\"3371\"> </span><span class=\"n\" position_id=\"3372\">cc</span>\n</span><span id=\"__span-17-24\" position_id=\"3373\"><a id=\"__codelineno-17-24\" name=\"__codelineno-17-24\" position_id=\"3374\"/><span class=\"w\" position_id=\"3375\"> </span><span class=\"k\" position_id=\"3376\">CROSS</span><span class=\"w\" position_id=\"3377\"> </span><span class=\"k\" position_id=\"3378\">JOIN</span><span class=\"w\" position_id=\"3379\"> </span><span class=\"n\" position_id=\"3380\">clefs</span><span class=\"w\" position_id=\"3381\"> </span><span class=\"k\" position_id=\"3382\">AS</span><span class=\"w\" position_id=\"3383\"> </span><span class=\"n\" position_id=\"3384\">cl</span>\n</span><span id=\"__span-17-25\" position_id=\"3385\"><a id=\"__codelineno-17-25\" name=\"__codelineno-17-25\" position_id=\"3386\"/><span class=\"w\" position_id=\"3387\"> </span><span class=\"p\" position_id=\"3388\">),</span>\n</span><span id=\"__span-17-26\" position_id=\"3389\"><a id=\"__codelineno-17-26\" name=\"__codelineno-17-26\" position_id=\"3390\"/><span class=\"c1\" position_id=\"3391\">-- Final selection with data recovery</span>\n</span><span id=\"__span-17-27\" position_id=\"3392\"><a id=\"__codelineno-17-27\" name=\"__codelineno-17-27\" position_id=\"3393\"/><span class=\"w\" position_id=\"3394\"> </span><span class=\"k\" position_id=\"3395\">final</span><span class=\"w\" position_id=\"3396\"> </span><span class=\"k\" position_id=\"3397\">AS</span><span class=\"w\" position_id=\"3398\"> </span><span class=\"p\" position_id=\"3399\">(</span>\n</span><span id=\"__span-17-28\" position_id=\"3400\"><a id=\"__codelineno-17-28\" name=\"__codelineno-17-28\" position_id=\"3401\"/><span class=\"w\" position_id=\"3402\"> </span><span class=\"k\" position_id=\"3403\">SELECT</span>\n</span><span id=\"__span-17-29\" position_id=\"3404\"><a id=\"__codelineno-17-29\" name=\"__codelineno-17-29\" position_id=\"3405\"/><span class=\"w\" position_id=\"3406\"> </span><span class=\"n\" position_id=\"3407\">tc</span><span class=\"p\" position_id=\"3408\">.</span><span class=\"n\" position_id=\"3409\">code_com</span><span class=\"p\" position_id=\"3410\">,</span>\n</span><span id=\"__span-17-30\" position_id=\"3411\"><a id=\"__codelineno-17-30\" name=\"__codelineno-17-30\" position_id=\"3412\"/><span class=\"w\" position_id=\"3413\"> </span><span class=\"n\" position_id=\"3414\">tc</span><span class=\"p\" position_id=\"3415\">.</span><span class=\"n\" position_id=\"3416\">annee</span><span class=\"p\" position_id=\"3417\">,</span>\n</span><span id=\"__span-17-31\" position_id=\"3418\"><a id=\"__codelineno-17-31\" name=\"__codelineno-17-31\" position_id=\"3419\"/><span class=\"w\" position_id=\"3420\"> </span><span class=\"n\" position_id=\"3421\">co</span><span class=\"p\" position_id=\"3422\">.</span><span class=\"n\" position_id=\"3423\">fk_base</span><span class=\"p\" position_id=\"3424\">,</span>\n</span><span id=\"__span-17-32\" position_id=\"3425\"><a id=\"__codelineno-17-32\" name=\"__codelineno-17-32\" position_id=\"3426\"/><span class=\"w\" position_id=\"3427\"> </span><span class=\"n\" position_id=\"3428\">co</span><span class=\"p\" position_id=\"3429\">.</span><span class=\"n\" position_id=\"3430\">clef_json</span><span class=\"p\" position_id=\"3431\">,</span>\n</span><span id=\"__span-17-33\" position_id=\"3432\"><a id=\"__codelineno-17-33\" name=\"__codelineno-17-33\" position_id=\"3433\"/><span class=\"w\" position_id=\"3434\"> </span><span class=\"k\" position_id=\"3435\">CASE</span>\n</span><span id=\"__span-17-34\" position_id=\"3436\"><a id=\"__codelineno-17-34\" name=\"__codelineno-17-34\" position_id=\"3437\"/><span class=\"w\" position_id=\"3438\"> </span><span class=\"k\" position_id=\"3439\">WHEN</span><span class=\"w\" position_id=\"3440\"> </span><span class=\"p\" position_id=\"3441\">(</span><span class=\"n\" position_id=\"3442\">d</span><span class=\"p\" position_id=\"3443\">.</span><span class=\"n\" position_id=\"3444\">donnees</span><span class=\"w\" position_id=\"3445\"> </span><span class=\"o\" position_id=\"3446\">-&gt;&gt;</span><span class=\"w\" position_id=\"3447\"> </span><span class=\"n\" position_id=\"3448\">clef_json</span><span class=\"p\" position_id=\"3449\">)</span><span class=\"w\" position_id=\"3450\"> </span><span class=\"k\" position_id=\"3451\">IN</span><span class=\"w\" position_id=\"3452\"> </span><span class=\"p\" position_id=\"3453\">(</span><span class=\"s1\" position_id=\"3454\">&apos;&apos;</span><span class=\"p\" position_id=\"3455\">,</span><span class=\"s1\" position_id=\"3456\">&apos;null&apos;</span><span class=\"p\" position_id=\"3457\">,</span><span class=\"s1\" position_id=\"3458\">&apos;s&apos;</span><span class=\"p\" position_id=\"3459\">,</span><span class=\"s1\" position_id=\"3460\">&apos;nd&apos;</span><span class=\"p\" position_id=\"3461\">)</span><span class=\"w\" position_id=\"3462\"> </span><span class=\"k\" position_id=\"3463\">THEN</span><span class=\"w\" position_id=\"3464\"> </span><span class=\"k\" position_id=\"3465\">NULL</span>\n</span><span id=\"__span-17-35\" position_id=\"3466\"><a id=\"__codelineno-17-35\" name=\"__codelineno-17-35\" position_id=\"3467\"/><span class=\"w\" position_id=\"3468\"> </span><span class=\"k\" position_id=\"3469\">ELSE</span><span class=\"w\" position_id=\"3470\"> </span><span class=\"p\" position_id=\"3471\">((</span><span class=\"n\" position_id=\"3472\">d</span><span class=\"p\" position_id=\"3473\">.</span><span class=\"n\" position_id=\"3474\">donnees</span><span class=\"w\" position_id=\"3475\"> </span><span class=\"o\" position_id=\"3476\">-&gt;&gt;</span><span class=\"w\" position_id=\"3477\"> </span><span class=\"n\" position_id=\"3478\">clef_json</span><span class=\"p\" position_id=\"3479\">)::</span><span class=\"nb\" position_id=\"3480\">real</span><span class=\"p\" position_id=\"3481\">)</span>\n</span><span id=\"__span-17-36\" position_id=\"3482\"><a id=\"__codelineno-17-36\" name=\"__codelineno-17-36\" position_id=\"3483\"/><span class=\"w\" position_id=\"3484\"> </span><span class=\"k\" position_id=\"3485\">END</span><span class=\"w\" position_id=\"3486\"> </span><span class=\"k\" position_id=\"3487\">AS</span><span class=\"w\" position_id=\"3488\"> </span><span class=\"n\" position_id=\"3489\">valeur</span>\n</span><span id=\"__span-17-37\" position_id=\"3490\"><a id=\"__codelineno-17-37\" name=\"__codelineno-17-37\" position_id=\"3491\"/><span class=\"w\" position_id=\"3492\"> </span><span class=\"k\" position_id=\"3493\">FROM</span><span class=\"w\" position_id=\"3494\"> </span><span class=\"n\" position_id=\"3495\">tc</span>\n</span><span id=\"__span-17-38\" position_id=\"3496\"><a id=\"__codelineno-17-38\" name=\"__codelineno-17-38\" position_id=\"3497\"/><span class=\"w\" position_id=\"3498\"> </span><span class=\"k\" position_id=\"3499\">JOIN</span>\n</span><span id=\"__span-17-39\" position_id=\"3500\"><a id=\"__codelineno-17-39\" name=\"__codelineno-17-39\" position_id=\"3501\"/><span class=\"w\" position_id=\"3502\"> </span><span class=\"n\" position_id=\"3503\">insee</span><span class=\"p\" position_id=\"3504\">.</span><span class=\"n\" position_id=\"3505\">donnees_communes</span><span class=\"w\" position_id=\"3506\"> </span><span class=\"k\" position_id=\"3507\">AS</span><span class=\"w\" position_id=\"3508\"> </span><span class=\"n\" position_id=\"3509\">d</span><span class=\"w\" position_id=\"3510\"> </span><span class=\"k\" position_id=\"3511\">ON</span><span class=\"w\" position_id=\"3512\"> </span><span class=\"p\" position_id=\"3513\">(</span><span class=\"n\" position_id=\"3514\">tc</span><span class=\"p\" position_id=\"3515\">.</span><span class=\"n\" position_id=\"3516\">code_com</span><span class=\"w\" position_id=\"3517\"> </span><span class=\"o\" position_id=\"3518\">=</span><span class=\"w\" position_id=\"3519\"> </span><span class=\"n\" position_id=\"3520\">d</span><span class=\"p\" position_id=\"3521\">.</span><span class=\"n\" position_id=\"3522\">code_commune</span><span class=\"w\" position_id=\"3523\"> </span><span class=\"k\" position_id=\"3524\">AND</span><span class=\"w\" position_id=\"3525\"> </span><span class=\"n\" position_id=\"3526\">tc</span><span class=\"p\" position_id=\"3527\">.</span><span class=\"n\" position_id=\"3528\">annee</span><span class=\"w\" position_id=\"3529\"> </span><span class=\"o\" position_id=\"3530\">=</span><span class=\"w\" position_id=\"3531\"> </span><span class=\"n\" position_id=\"3532\">d</span><span class=\"p\" position_id=\"3533\">.</span><span class=\"n\" position_id=\"3534\">annee</span><span class=\"p\" position_id=\"3535\">)</span>\n</span><span id=\"__span-17-40\" position_id=\"3536\"><a id=\"__codelineno-17-40\" name=\"__codelineno-17-40\" position_id=\"3537\"/><span class=\"w\" position_id=\"3538\"> </span><span class=\"k\" position_id=\"3539\">LEFT</span><span class=\"w\" position_id=\"3540\"> </span><span class=\"k\" position_id=\"3541\">JOIN</span>\n</span><span id=\"__span-17-41\" position_id=\"3542\"><a id=\"__codelineno-17-41\" name=\"__codelineno-17-41\" position_id=\"3543\"/><span class=\"w\" position_id=\"3544\"> </span><span class=\"n\" position_id=\"3545\">insee</span><span class=\"p\" position_id=\"3546\">.</span><span class=\"n\" position_id=\"3547\">presence_clefs_annees</span><span class=\"w\" position_id=\"3548\"> </span><span class=\"k\" position_id=\"3549\">AS</span><span class=\"w\" position_id=\"3550\"> </span><span class=\"n\" position_id=\"3551\">co</span><span class=\"w\" position_id=\"3552\"> </span><span class=\"k\" position_id=\"3553\">ON</span><span class=\"w\" position_id=\"3554\"> </span><span class=\"n\" position_id=\"3555\">tc</span><span class=\"p\" position_id=\"3556\">.</span><span class=\"n\" position_id=\"3557\">pk_id</span><span class=\"w\" position_id=\"3558\"> </span><span class=\"o\" position_id=\"3559\">=</span><span class=\"w\" position_id=\"3560\"> </span><span class=\"n\" position_id=\"3561\">co</span><span class=\"p\" position_id=\"3562\">.</span><span class=\"n\" position_id=\"3563\">pk_id</span>\n</span><span id=\"__span-17-42\" position_id=\"3564\"><a id=\"__codelineno-17-42\" name=\"__codelineno-17-42\" position_id=\"3565\"/><span class=\"w\" position_id=\"3566\"> </span><span class=\"k\" position_id=\"3567\">ORDER</span><span class=\"w\" position_id=\"3568\"> </span><span class=\"k\" position_id=\"3569\">BY</span><span class=\"w\" position_id=\"3570\"> </span><span class=\"n\" position_id=\"3571\">tc</span><span class=\"p\" position_id=\"3572\">.</span><span class=\"n\" position_id=\"3573\">annee</span><span class=\"p\" position_id=\"3574\">,</span><span class=\"w\" position_id=\"3575\"> </span><span class=\"n\" position_id=\"3576\">co</span><span class=\"p\" position_id=\"3577\">.</span><span class=\"n\" position_id=\"3578\">fk_base</span><span class=\"p\" position_id=\"3579\">,</span><span class=\"w\" position_id=\"3580\"> </span><span class=\"n\" position_id=\"3581\">co</span><span class=\"p\" position_id=\"3582\">.</span><span class=\"n\" position_id=\"3583\">clef_json</span><span class=\"p\" position_id=\"3584\">,</span><span class=\"w\" position_id=\"3585\"> </span><span class=\"n\" position_id=\"3586\">tc</span><span class=\"p\" position_id=\"3587\">.</span><span class=\"n\" position_id=\"3588\">code_com</span>\n</span><span id=\"__span-17-43\" position_id=\"3589\"><a id=\"__codelineno-17-43\" name=\"__codelineno-17-43\" position_id=\"3590\"/><span class=\"w\" position_id=\"3591\"> </span><span class=\"p\" position_id=\"3592\">)</span>\n</span><span id=\"__span-17-44\" position_id=\"3593\"><a id=\"__codelineno-17-44\" name=\"__codelineno-17-44\" position_id=\"3594\"/><span class=\"k\" position_id=\"3595\">SELECT</span><span class=\"w\" position_id=\"3596\"> </span><span class=\"o\" position_id=\"3597\">*</span><span class=\"w\" position_id=\"3598\"> </span><span class=\"k\" position_id=\"3599\">FROM</span><span class=\"w\" position_id=\"3600\"> </span><span class=\"k\" position_id=\"3601\">final</span><span class=\"w\" position_id=\"3602\"> </span><span class=\"k\" position_id=\"3603\">WHERE</span><span class=\"w\" position_id=\"3604\"> </span><span class=\"n\" position_id=\"3605\">valeur</span><span class=\"w\" position_id=\"3606\"> </span><span class=\"k\" position_id=\"3607\">IS</span><span class=\"w\" position_id=\"3608\"> </span><span class=\"k\" position_id=\"3609\">NOT</span><span class=\"w\" position_id=\"3610\"> </span><span class=\"k\" position_id=\"3611\">NULL</span><span class=\"p\" position_id=\"3612\">;</span>\n</span></code></pre></div></td></tr></tbody></table>", "x": "/html/body/div[3]/main/div/div[3]/article/div[19]/table"}]}, "tags": ["table"], "label": "table", "web_segment_id": 91, "global_sentence_id": 188, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3ZnhyE4uY2Ka3TpRGr2yRYwy.png", "language": "english", "position": {"atoms": [{"position_id": 3615, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3ZnhyE4uY2Ka3TpRGr2yRYwy.png", "x": "/html/body/div[3]/main/div/div[3]/article/p[54]/a/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 92, "global_sentence_id": 189, "edu_l1_label": "EDU_O"}, {"txt": "Please note that creating or refreshing this materialized view may take some time if you've stored a lot of data (1 hour in my case for the 6 sections from 2015 to 2021).", "language": "english", "position": {"atoms": [{"position_id": 4890, "txt": "Please note that creating or refreshing this materialized view may take some time if you've stored a lot of data (1 hour in my case for the 6 sections from 2015 to 2021).", "x": "/html/body/div[3]/main/div/div[3]/article/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 190, "edu_l1_label": "IOS"}, {"txt": "Finally, in the spirit of living with the times and not like an old cave bear, we're going to convert this materialized view into a parquet file.", "language": "english", "position": {"atoms": [{"position_id": 4892, "txt": "Finally, in the spirit of living with the times and not like an old cave bear, we're going to convert this materialized view into a ", "x": "/html/body/div[3]/main/div/div[3]/article/p[56]"}, {"position_id": 4894, "txt": "parquet file", "x": "/html/body/div[3]/main/div/div[3]/article/p[56]/a"}, {"position_id": 4896, "txt": ".", "x": "/html/body/div[3]/main/div/div[3]/article/p[56]/a"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 191, "edu_l1_label": "IOS"}, {"txt": " And for that, we're going to use GDAL, which is truly incredible.", "language": "english", "position": {"atoms": [{"position_id": 4897, "txt": " And for that, we're going to use GDAL, which is truly incredible.", "x": "/html/body/div[3]/main/div/div[3]/article/p[56]/a"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "View export in parquet formatogr2ogr-ofparquetdonnees_insee.parquetPG:\"", "language": "english", "position": {"atoms": [{"position_id": 4899, "txt": "View export in parquet format", "x": "/html/body/div[3]/main/div/div[3]/article/div[20]/span"}, {"position_id": 4901, "txt": "ogr2ogr", "x": "/html/body/div[3]/main/div/div[3]/article/div[20]/pre/code/span/a"}, {"position_id": 4903, "txt": "-of", "x": 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"/html/body/div[3]/main/div/div[3]/article/div[20]/pre/code/span/span[5]"}]}, "tags": [], "label": "code", "web_segment_id": 95, "global_sentence_id": 194, "edu_l1_label": "EDU_O"}, {"txt": "And then you can put the file on a cloud space, like here!", "language": "english", "position": {"atoms": [{"position_id": 4914, "txt": "And then you can put the file on a cloud space, like ", "x": "/html/body/div[3]/main/div/div[3]/article/p[57]"}, {"position_id": 4916, "txt": "here", "x": "/html/body/div[3]/main/div/div[3]/article/p[57]/a"}, {"position_id": 4918, "txt": "!", "x": "/html/body/div[3]/main/div/div[3]/article/p[57]/a"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": " You can then get out your best Linkedin publication generator, which will put lots of cute emojis, and show off on social networks (imagine that 90% of Linkedin content has to be made with these things, which are able to generate publications explaining that one of the few advantages of shape over geopackage is that it's a multi-file format, all in a very confident tone).", "language": "english", "position": {"atoms": [{"position_id": 4919, "txt": " You can then get out your best Linkedin publication generator, which will put lots of cute emojis, and show off on social networks (imagine that 90% of Linkedin content has to be made with these things, which are able to generate publications explaining that one of the few advantages of shape over geopackage is that it's a multi-file format, all in a very confident tone).", "x": "/html/body/div[3]/main/div/div[3]/article/p[57]/a"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 196, "edu_l1_label": "IOS"}, {"txt": "Share it: ", "language": "english", "position": {"atoms": [{"position_id": 4921, "txt": "Share it: ", "x": "/html/body/div[3]/main/div/div[3]/article/p[58]"}]}, "tags": [], "label": "O", "web_segment_id": 97, "global_sentence_id": 197, "edu_l1_label": "EDU_O"}, {"txt": "Was this page helpful?", "language": "english", "position": {"atoms": [{"position_id": 4923, "txt": "Was this page helpful?", "x": "/html/body/div[3]/main/div/div[3]/article/form/fieldset/legend"}]}, "tags": [], "label": "O", "web_segment_id": 1, "global_sentence_id": 198, "edu_l1_label": "EDU_O"}, {"txt": "Thanks for your feedback!", "language": "english", "position": {"atoms": [{"position_id": 4925, "txt": "Thanks for your feedback!", "x": "/html/body/div[3]/main/div/div[3]/article/form/fieldset/div/div[2]/div[1]"}]}, "tags": [], "label": "O", "web_segment_id": 98, "global_sentence_id": 199, "edu_l1_label": "EDU_O"}, {"txt": "Thanks for your feedback!", "language": "english", "position": {"atoms": [{"position_id": 4927, "txt": "Thanks for your feedback!", "x": "/html/body/div[3]/main/div/div[3]/article/form/fieldset/div/div[2]/div[2]"}]}, "tags": [], "label": "O", "web_segment_id": 99, "global_sentence_id": 200, "edu_l1_label": "EDU_O"}, {"txt": "Comments", "language": "english", "position": {"atoms": [{"position_id": 4929, "txt": "Comments", "x": "/html/body/div[3]/main/div/div[3]/article/h2[8]"}]}, "tags": ["h2"], "label": "O", "web_segment_id": 100, "global_sentence_id": 201, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# Working with JSON in PostgreSQL# ## JSON for beginners# ## PostgreSQL's json types# ## Indexes# ## Table creation# ## Data insertion and retrieval# ### Simple example# ### With nested JSON# #### Data recovery# ## Let's tackle the census# ## Now what ? What do we do with this ?#
75cb04a1-2001-410a-866d-541b82ea39d6
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https://embrace-autism.com/hyper-systemizing/
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investigation of adults with Asperger syndrome or high–functioning autism, and normal sex differences</td></tr></tbody></table>", "language": "english", "position": {"atoms": [{"position_id": 293, "txt": "<table <table class=\"footnotes_table footnote-reference-container\" position_id=\"293\"><caption class=\"accessibility\" position_id=\"294\">References</caption><tbody position_id=\"295\"><tr class=\"footnotes_plugin_reference_row\" position_id=\"296\"><th class=\"footnote_plugin_index_combi pointer\" onclick=\"footnote_moveToAnchor_293_1(&apos;footnote_plugin_tooltip_293_1_1&apos;);\" scope=\"row\" position_id=\"297\"><a class=\"footnote_backlink\" id=\"footnote_plugin_reference_293_1_1\" position_id=\"298\">1<span class=\"footnote_index_arrow\" position_id=\"299\">↑</span></a></th><td class=\"footnote_plugin_text\" position_id=\"300\">The systemizing quotient: an investigation of adults with Asperger syndrome or high–functioning autism, and normal sex differences</td></tr></tbody></table>", "x": "/html/body/div[2]/main/div[8]/div/div/div/div/div/div[2]/table"}]}, "tags": ["table"], "label": "O", "web_segment_id": 25, "global_sentence_id": 32, "edu_l1_label": "EDU_O"}, {"txt": " Tags ", "language": "english", "position": {"atoms": [{"position_id": 585, "txt": " Tags ", "x": "/html/body/div[2]/main/div[9]/div/div/div/h2/span"}]}, "tags": ["h2"], "label": "O", "web_segment_id": 26, "global_sentence_id": 33, "edu_l1_label": "EDU_O"}, {"txt": "Click on one of the tags above to find related content", "language": "english", "position": {"atoms": [{"position_id": 587, "txt": "Click on one of the tags above to find related content", "x": "/html/body/div[2]/main/div[9]/div/div/div/div[2]"}]}, "tags": [], "label": "O", "web_segment_id": 27, "global_sentence_id": 34, "edu_l1_label": "EDU_O"}, {"txt": "Related posts", "language": "english", "position": {"atoms": [{"position_id": 589, "txt": "Related posts", "x": 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"txt": "I think this arises to me in my life more with teaching styles.", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 50, "global_sentence_id": 61, "edu_l1_label": "EDU_O"}, {"txt": " If it’s a bunch of random details that I then have to figure out the correlations and overall “system” from, then it takes much longer to learn.", "language": "english", "position": {"atoms": [{"position_id": 653, "txt": " If it’s a bunch of random details that I then have to figure out the correlations and overall “system” from, then it takes much longer to learn.", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 50, "global_sentence_id": 62, "edu_l1_label": "EDU_O"}, {"txt": " Whereas, if it is taught such that it’s framed out first, and then filled in, I can easily categorize and file everything in my brain for easy fast retrieval later.", "language": "english", "position": {"atoms": [{"position_id": 654, "txt": " Whereas, if it is taught such that it’s framed out first, and then filled in, I can easily categorize and file everything in my brain for easy fast retrieval later.", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 50, "global_sentence_id": 63, "edu_l1_label": "EDU_O"}, {"txt": " And actual full comprehension of all the correlations and interconnections allows for interpolation between the original limited data points that others only remember (without conceptual comprehension).", "language": "english", "position": {"atoms": [{"position_id": 655, "txt": " And actual full comprehension of all the correlations and interconnections allows for interpolation between the original limited data points that others only remember (without conceptual comprehension).", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 50, "global_sentence_id": 64, "edu_l1_label": "EDU_O"}, {"txt": " To me it’s all about the “system”, whether it’s taught that way initially, or I have to build it myself.", "language": "english", "position": {"atoms": [{"position_id": 656, "txt": " To me it’s all about the “system”, whether it’s taught that way initially, or I have to build it myself.", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 50, "global_sentence_id": 65, "edu_l1_label": "EDU_O"}, {"txt": " Not sure what this means in regards to autism though personally.", "language": "english", "position": {"atoms": [{"position_id": 657, "txt": " Not sure what this means in regards to autism though personally.", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 50, "global_sentence_id": 66, "edu_l1_label": "EDU_O"}, {"txt": " Figured it was worth a comment though.", "language": "english", "position": {"atoms": [{"position_id": 658, "txt": " Figured it was worth a comment though.", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 50, "global_sentence_id": 67, "edu_l1_label": "EDU_O"}, {"txt": "5", "language": "english", "position": {"atoms": [{"position_id": 660, "txt": "5", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[3]/div[1]/div[2]"}]}, "tags": [], "label": "O", "web_segment_id": 51, "global_sentence_id": 68, "edu_l1_label": "EDU_O"}, {"txt": "Reply", "language": "english", "position": {"atoms": [{"position_id": 662, "txt": "Reply", "x": "/html/body/div[2]/main/div[13]/div/div[1]/div/div[3]/div[3]/div[2]/div[3]/div[3]/div/div[1]/div[2]/div[3]/div[2]/span"}]}, "tags": [], "label": "O", "web_segment_id": 52, "global_sentence_id": 69, "edu_l1_label": "EDU_O"}, {"txt": "1", "language": "english", "position": {"atoms": [{"position_id": 664, "txt": "1", "x": "/html/body/div[4]/span"}]}, "tags": [], "label": "O", "web_segment_id": 53, "global_sentence_id": 70, "edu_l1_label": "EDU_O"}, {"txt": "0", "language": "english", "position": {"atoms": [{"position_id": 666, "txt": "0", "x": "/html/body/div[4]/div[1]/span"}]}, "tags": [], "label": "O", "web_segment_id": 54, "global_sentence_id": 71, "edu_l1_label": "EDU_O"}, {"txt": "We would love to hear your thoughts!x", "language": "english", "position": {"atoms": [{"position_id": 668, "txt": "We would love to hear your thoughts!", "x": "/html/body/div[4]/div[2]/div"}, {"position_id": 670, "txt": "x", "x": "/html/body/div[4]/div[2]/div/span/a"}]}, "tags": [], "label": "O", "web_segment_id": 55, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# Hyper-systemizing ## Systemizing ## Hyper-systemizing
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# 微光汇聚，Micro LED 开启显示新时代 ## 国星光电积极布局Micro LED 领域 ## Micro LED 研发成果斐然 ### 基于玻璃基板的Micro LED 全彩显示模组 ### 基于COMS 基板的万级像素智能化大灯Micro LED 光源 ### 基于Micro LED 芯片的MIP 器件
2d1212db-d637-43c0-897e-c7cd83b6d914
web
test/raw_web_htmls/2d1212db-d637-43c0-897e-c7cd83b6d914.html
https://www.aspendigital.org/report/strategic-reorientation-on-ai-competition-with-china/
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# Strategic Reorientation on A.I. Competition with China ## Executive Summary ## The view from London ### Understanding competitiveness #### AI Competition with China #### Reframe the narrative #### How to strengthen domestic roots ### Driving competitiveness: a path forward for the UK #### Bolster tech ecosystems #### Retain diverse talent #### Clarify exports and trade policy #### Build an evidence base for improved policy ### Reflections ## The view from Washington ### Reframing the narrative through the lens of grand strategy #### Equity: build the inclusive foundations of AI adoption #### Opportunity: unlock innovation potentialfor all Americans #### Liberty: safeguard privacy and promote fair competition #### Global cooperation: build strategic partnerships ### Reflections ## Transatlantic steps ### Foster and protect strategic and scientific dialogue with China ### Engage and strengthen democratic alliances in the global community
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"language": "chinese", "position": {"atoms": [{"position_id": 302, "txt": "我们10年前就已经做到了全域800伏的高压架构，今天我们要挑战更高的电压，直接把电压做到1000伏。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "王传福表示，在实现1000伏全球量产最高的充电电压后，还要实现1000安培的超大电流。", "language": "chinese", "position": {"atoms": [{"position_id": 303, "txt": "王传福表示，在实现1000伏全球量产最高的充电电压后，还要实现1000安培的超大电流。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "在此次发布会现场，王传福正式宣布，伴随着比亚迪兆瓦闪充的发布，电动车充电功率正式进入兆瓦时代。", "language": "chinese", "position": {"atoms": [{"position_id": 305, "txt": "在此次发布会现场，王传福正式宣布，伴随着比亚迪兆瓦闪充的发布，电动车充电功率正式进入兆瓦时代。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, 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"王传福进一步透露，基于兆瓦闪充，比亚迪将在全国各地规划建设4000多座兆瓦闪充桩，除了自建桩，比亚迪还决定将兆瓦闪充桩的技术面向行业全面共享，欢迎更多的社会资本一起参与进来，共同推动兆瓦级充电设施的建设。", "language": "chinese", "position": {"atoms": [{"position_id": 309, "txt": "王传福进一步透露，基于兆瓦闪充，比亚迪将在全国各地规划建设4000多座兆瓦闪充桩，除了自建桩，比亚迪还决定将兆瓦闪充桩的技术面向行业全面共享，欢迎更多的社会资本一起参与进来，共同推动兆瓦级充电设施的建设。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "“除了加快建设闪充桩，我们还要最大化利用市面上已有的各种充电资源，让用户充电更便利。", "language": "chinese", "position": {"atoms": [{"position_id": 311, "txt": "“除了加快建设闪充桩，我们还要最大化利用市面上已有的各种充电资源，让用户充电更便利。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "现在全国有许多超充桩，比如像华为的一轮超充桩功率是600千瓦，用我们的双枪充电技术，同时插上两把枪，就能直接变成一个兆瓦闪充桩。”", "language": "chinese", "position": {"atoms": [{"position_id": 312, "txt": "现在全国有许多超充桩，比如像华为的一轮超充桩功率是600千瓦，用我们的双枪充电技术，同时插上两把枪，就能直接变成一个兆瓦闪充桩。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "王传福表示，针对市面上已有的充电桩，比亚迪的智能升压技术，可以实现对公共快充桩的全面兼容。", "language": "chinese", "position": {"atoms": [{"position_id": 313, "txt": "王传福表示，针对市面上已有的充电桩，比亚迪的智能升压技术，可以实现对公共快充桩的全面兼容。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "王传福认为，当前，我们正在从汽车大国迈向汽车强国，成为全球电动车技术浪潮的引领者。", "language": "chinese", "position": {"atoms": [{"position_id": 315, "txt": "王传福认为，当前，我们正在从汽车大国迈向汽车强国，成为全球电动车技术浪潮的引领者。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "这些成绩是所有的中国品牌，用技术赛跑，你追我赶实现的。", "language": "chinese", "position": {"atoms": [{"position_id": 316, "txt": "这些成绩是所有的中国品牌，用技术赛跑，你追我赶实现的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "期待更多的中国品牌接棒，将中国电动车的技术推向更高的高度，在竞争中走向繁荣。", "language": "chinese", "position": {"atoms": [{"position_id": 317, "txt": "期待更多的中国品牌接棒，将中国电动车的技术推向更高的高度，在竞争中走向繁荣。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "超级e平台正式发布", "language": "chinese", "position": {"atoms": [{"position_id": 319, "txt": "超级e平台正式发布", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[20]/section/section/section[2]/section/section/strong/strong/span/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 59, "global_sentence_id": 40, 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# 车圈震动！王传福突发重磅：充电5分钟，续航400公里！ ## 探索电动车技术无人区 ## 电动车充电功率进入兆瓦时代 ## 超级e平台正式发布
d28fa48f-fa13-4c8b-a2e0-21cabd580825
web
test/raw_web_htmls/d28fa48f-fa13-4c8b-a2e0-21cabd580825.html
https://mp.weixin.qq.com/s?__biz=MzA5MDEzNjQwMA==&mid=2656222445&idx=4&sn=447784373f9215572c0d6aafb812c0f3&scene=0
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# 最新批复！两家银行：吸收合并、解散 ## 福州农商银行获准吸收合并闽侯民本村镇银行 ## 福建连城杭兴村镇银行获批解散
d0a72b67-2ae9-43c6-84c8-fdcd6ffe2dfe
web
test/raw_web_htmls/d0a72b67-2ae9-43c6-84c8-fdcd6ffe2dfe.html
https://mp.weixin.qq.com/s?__biz=MzA4NDIyOTMxNw==&mid=2650507819&idx=6&sn=18ec34751947a08b985a20dd518e9739&scene=0
{"entry_id": "d0a72b67-2ae9-43c6-84c8-fdcd6ffe2dfe", "infos": [{"txt": "“清明遇双春，3人不上坟” 究竟哪3人？", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "“清明遇双春，3人不上坟” 究竟哪3人？", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "最好了解下", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "最好了解下", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": " “清明遇双春，3人不上坟” 究竟哪3人？", "language": "chinese", "position": {"atoms": [{"position_id": 442, "txt": "\n \n“清明遇双春，3人不上坟” 究竟哪3人？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "最好了解下 ", "language": "chinese", "position": {"atoms": [{"position_id": 443, "txt": "最好了解下\n ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[1]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "3人不上坟、3事不要做。", "language": "chinese", "position": {"atoms": [{"position_id": 477, "txt": "3人不上坟、3事不要做。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[1]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "老祖宗的传统，并非迷信，别不当回事。", "language": "chinese", "position": {"atoms": [{"position_id": 479, "txt": "老祖宗的传统，并非迷信，别不当回事。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[2]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "转发给家人朋友，最好了解一下。", "language": "chinese", "position": {"atoms": [{"position_id": 481, "txt": "转发给家人朋友，最好了解一下。", "x": 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"global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "怀孕的妇女", "language": "chinese", "position": {"atoms": [{"position_id": 489, "txt": "怀孕的妇女", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[3]/ul/li/p/span/strong/span/span"}]}, "tags": ["li", "strong"], "label": "title2", "web_segment_id": 51, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "许多地方的传统，上坟时要焚烧纸钱、燃放鞭炮。", "language": "chinese", "position": {"atoms": [{"position_id": 491, "txt": "许多地方的传统，上坟时要焚烧纸钱、燃放鞭炮。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[5]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "孕妇处在特殊时期，对环境和气味都很敏感。", "language": "chinese", "position": {"atoms": [{"position_id": 493, "txt": "孕妇处在特殊时期，对环境和气味都很敏感。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[6]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "烟雾和响动容易造成一定的刺激，一些有害物质也可能影响胎儿健康。", "language": "chinese", "position": {"atoms": [{"position_id": 495, "txt": "烟雾和响动容易造成一定的刺激，一些有害物质也可能影响胎儿健康。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[7]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "墓地长期无人打理，可能滋生蚊虫、细菌或寄生虫。", "language": "chinese", "position": {"atoms": [{"position_id": 497, "txt": "墓地长期无人打理，可能滋生蚊虫、细菌或寄生虫。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[8]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "孕妇若被叮咬或感染，可能引发疾病，甚至影响胎儿发育。", "language": "chinese", "position": {"atoms": [{"position_id": 499, "txt": "孕妇若被叮咬或感染，可能引发疾病，甚至影响胎儿发育。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[9]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "高龄的老人", "language": "chinese", "position": {"atoms": [{"position_id": 501, "txt": "高龄的老人", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[4]/ul/li/p/strong/span/span"}]}, "tags": ["li", "strong"], "label": "title2", "web_segment_id": 57, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "老话说：", "language": "chinese", "position": {"atoms": [{"position_id": 503, "txt": "老话说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[10]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "“年过70不上坟，年过80不吊孝。”", "language": "chinese", "position": {"atoms": [{"position_id": 504, "txt": "“年过70不上坟，年过80不吊孝。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[10]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "人一旦上了年纪，身体机能就大不如前。", "language": "chinese", "position": {"atoms": [{"position_id": 506, "txt": "人一旦上了年纪，身体机能就大不如前。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[11]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "老人骨骼脆弱，腿脚往往也不太灵便。", "language": "chinese", "position": {"atoms": [{"position_id": 508, "txt": "老人骨骼脆弱，腿脚往往也不太灵便。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[12]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "上坟的地方大多偏僻，路上难免要爬山、徒步。", "language": "chinese", "position": {"atoms": [{"position_id": 510, "txt": "上坟的地方大多偏僻，路上难免要爬山、徒步。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[13]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "来回折腾一趟，很多老人会体力不支。", "language": "chinese", "position": {"atoms": [{"position_id": 512, "txt": "来回折腾一趟，很多老人会体力不支。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[14]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "一旦发生摔跤磕碰，更是得不偿失。", "language": "chinese", "position": {"atoms": [{"position_id": 514, "txt": "一旦发生摔跤磕碰，更是得不偿失。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[15]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "尤其是有心脑血管类疾病的老人，情绪不宜剧烈波动。", "language": "chinese", "position": {"atoms": [{"position_id": 516, "txt": "尤其是有心脑血管类疾病的老人，情绪不宜剧烈波动。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[16]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "很多老人，看到过世亲人的墓碑，总会触情生情。", "language": "chinese", "position": {"atoms": [{"position_id": 518, "txt": "很多老人，看到过世亲人的墓碑，总会触情生情。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[17]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "陷入悲伤的情绪中，容易引发高血压、心脏病。", "language": "chinese", "position": {"atoms": [{"position_id": 520, "txt": "陷入悲伤的情绪中，容易引发高血压、心脏病。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[18]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "70岁以上的高龄老人，不如把上坟的任务交给儿孙。", "language": "chinese", "position": {"atoms": [{"position_id": 522, "txt": "70岁以上的高龄老人，不如把上坟的任务交给儿孙。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[19]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "自己在家保护好身体，也把传统传承给下一代，是很好的办法。", "language": "chinese", "position": {"atoms": [{"position_id": 524, "txt": "自己在家保护好身体，也把传统传承给下一代，是很好的办法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[20]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/10E0lI1k1ry13FkxKC3nZ7KZ.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 256, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/10E0lI1k1ry13FkxKC3nZ7KZ.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[5]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 69, "global_sentence_id": 39, "edu_l1_label": "EDU_O"}, {"txt": "年幼的孩子", "language": "chinese", "position": {"atoms": [{"position_id": 526, "txt": "年幼的孩子", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[6]/ul/li/p/span/strong/span/span"}]}, "tags": ["li", "strong"], "label": "title2", "web_segment_id": 70, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "老人常说：", "language": "chinese", "position": {"atoms": [{"position_id": 528, "txt": "老人常说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[22]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "“孩子眼净，清明莫出门。”", "language": "chinese", "position": {"atoms": [{"position_id": 529, "txt": "“孩子眼净，清明莫出门。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[22]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "从心理层面来讲，孩子的心智尚未成熟。", "language": "chinese", "position": {"atoms": [{"position_id": 531, "txt": "从心理层面来讲，孩子的心智尚未成熟。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[23]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "见过的人、经过的事都不多，认知和理解能力十分有限。", "language": "chinese", "position": {"atoms": [{"position_id": 533, "txt": "见过的人、经过的事都不多，认知和理解能力十分有限。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[24]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "上坟的场合，往往比较肃穆、庄重。", "language": "chinese", "position": {"atoms": [{"position_id": 535, "txt": "上坟的场合，往往比较肃穆、庄重。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[25]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "大人的表情和复杂的仪式，可能会让孩子感到害怕。", "language": "chinese", "position": {"atoms": [{"position_id": 537, "txt": "大人的表情和复杂的仪式，可能会让孩子感到害怕。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[26]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "所以，为了孩子的身心健康考虑，通常不建议年幼的孩子去上坟。", "language": "chinese", "position": {"atoms": [{"position_id": 539, "txt": "所以，为了孩子的身心健康考虑，通常不建议年幼的孩子去上坟。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[27]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "02", "language": "chinese", "position": {"atoms": [{"position_id": 541, "txt": "02", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[7]/section/section/section/section/section/strong/span/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 77, "global_sentence_id": 48, "edu_l1_label": "BOS"}, {"txt": "三事不要做：", "language": "chinese", "position": {"atoms": [{"position_id": 543, "txt": "三事不要做：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[28]/span/strong/span/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 78, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "上坟不按时", "language": "chinese", "position": {"atoms": [{"position_id": 545, "txt": "上坟不按时", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[8]/ul/li/p/span/strong/span/span"}]}, "tags": ["li", "strong"], "label": "title2", "web_segment_id": 79, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "老人说：", "language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "老人说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[29]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "“扫墓不过三代，上坟不过未时。”", "language": "chinese", "position": {"atoms": [{"position_id": 548, "txt": "“扫墓不过三代，上坟不过未时。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[29]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "古时候的未时，就是如今的下午一点到三点。", "language": "chinese", "position": {"atoms": [{"position_id": 550, "txt": "古时候的未时，就是如今的下午一点到三点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[30]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "一天之中，午时阳气最盛，过后阴气会逐渐加强。", "language": "chinese", "position": {"atoms": [{"position_id": 552, "txt": "一天之中，午时阳气最盛，过后阴气会逐渐加强。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[31]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "人们敬畏鬼神，上坟时间选择在未时。", "language": "chinese", "position": {"atoms": [{"position_id": 554, "txt": "人们敬畏鬼神，上坟时间选择在未时。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[32]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "不仅是为了安全，也是天色明亮，有利于视物行走。", "language": "chinese", "position": {"atoms": [{"position_id": 556, "txt": "不仅是为了安全，也是天色明亮，有利于视物行走。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[33]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/14QXF04Ejz9t2vwgQI1uGDSc.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 334, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/14QXF04Ejz9t2vwgQI1uGDSc.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[9]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 85, "global_sentence_id": 57, "edu_l1_label": "EDU_O"}, {"txt": "扫墓不除草", "language": "chinese", "position": {"atoms": [{"position_id": 558, "txt": "扫墓不除草", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[10]/ul/li/p/strong/span/span"}]}, "tags": ["li", "strong"], "label": "title2", "web_segment_id": 86, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "俗话说：", "language": "chinese", "position": {"atoms": [{"position_id": 560, "txt": "俗话说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[35]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "“坟头长草家生金。”", "language": "chinese", "position": {"atoms": [{"position_id": 561, "txt": "“坟头长草家生金。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[35]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "多地习俗认为，祖坟上草木茂盛，预示着子孙兴旺发达。", "language": "chinese", "position": {"atoms": [{"position_id": 563, "txt": "多地习俗认为，祖坟上草木茂盛，预示着子孙兴旺发达。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[36]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "然而，放任杂草生长，不仅影响墓地的整体美观，还可能影响后代的运势。", "language": "chinese", "position": {"atoms": [{"position_id": 565, "txt": "然而，放任杂草生长，不仅影响墓地的整体美观，还可能影响后代的运势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[37]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "清明节扫墓时，人们往往会清除杂草、清理墓碑，以示对先人的缅怀。", "language": "chinese", "position": {"atoms": [{"position_id": 567, "txt": "清明节扫墓时，人们往往会清除杂草、清理墓碑，以示对先人的缅怀。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[38]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "以免疏于打理，被人错认成无主的坟墓。", "language": "chinese", "position": {"atoms": [{"position_id": 569, "txt": "以免疏于打理，被人错认成无主的坟墓。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[39]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "祭祀不庄重", "language": "chinese", "position": {"atoms": [{"position_id": 571, "txt": "祭祀不庄重", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[11]/ul/li/p/strong/span/span"}]}, "tags": ["li", "strong"], "label": "title2", "web_segment_id": 92, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "墓地是逝者安息的地方，讲究庄严肃穆。", "language": "chinese", "position": {"atoms": [{"position_id": 573, "txt": "墓地是逝者安息的地方，讲究庄严肃穆。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[40]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "上坟时候，一定不要在墓前嬉笑、打闹。", "language": "chinese", "position": {"atoms": [{"position_id": 575, "txt": "上坟时候，一定不要在墓前嬉笑、打闹。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[41]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "或者做出一些不敬逝者、不守规矩的失礼行为。", "language": "chinese", "position": {"atoms": [{"position_id": 577, "txt": "或者做出一些不敬逝者、不守规矩的失礼行为。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[42]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "衣着方面，也要尽可能庄重、朴素。", "language": "chinese", "position": {"atoms": [{"position_id": 579, "txt": "衣着方面，也要尽可能庄重、朴素。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[43]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "避免鲜艳的颜色，或者花哨的图案。", "language": "chinese", "position": {"atoms": [{"position_id": 581, "txt": "避免鲜艳的颜色，或者花哨的图案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[44]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "这不仅是对先人的尊重，更是最基本的修养。", "language": "chinese", "position": {"atoms": [{"position_id": 583, "txt": "这不仅是对先人的尊重，更是最基本的修养。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/p[45]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "<img https://mmbiz.qpic.cn/mmbiz_png/VibelT9PDOaGZD4YZ4uvBQN3sfn225CZ2PfibyTZ4XVYbmZ6upWukDSMleOyqiaPr8twZ0nrcTAC11Ev38sVouGIg/640?wx_fmt=jpeg&wxfrom=5&wx_lazy=1&wx_co=1&tp=webp", "language": "chinese", "position": {"atoms": [{"position_id": 399, "txt": "<img https://mmbiz.qpic.cn/mmbiz_png/VibelT9PDOaGZD4YZ4uvBQN3sfn225CZ2PfibyTZ4XVYbmZ6upWukDSMleOyqiaPr8twZ0nrcTAC11Ev38sVouGIg/640?wx_fmt=jpeg&wxfrom=5&wx_lazy=1&wx_co=1&tp=webp", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section[12]/img"}]}, "tags": ["img"], "label": "O", "web_segment_id": 99, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}, {"txt": " 正商参略 ", "language": "chinese", "position": {"atoms": [{"position_id": 585, "txt": "\n 正商参略 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 117, "global_sentence_id": 73, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# “清明遇双春，3人不上坟” 究竟哪3人？最好了解下 ## 01三人不上坟 ### 怀孕的妇女 ### 高龄的老人 ### 年幼的孩子 ## 02三事不要做： ### 上坟不按时 ### 扫墓不除草 ### 祭祀不庄重
5dfe3ba0-9d4f-4243-a8fd-5791d706eb25
web
test/raw_web_htmls/5dfe3ba0-9d4f-4243-a8fd-5791d706eb25.html
https://mp.weixin.qq.com/s/ftBds-zDE2i1HJ22UP--xg
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"web_segment_id": 44, "global_sentence_id": 9, "edu_l1_label": "EDU_O"}, {"txt": "百度", "language": "chinese", "position": {"atoms": [{"position_id": 823, "txt": "百度", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section/section[3]/section/p[1]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 44, "global_sentence_id": 10, "edu_l1_label": "EDU_O"}, {"txt": "    做中国风产品因为面对的是国外市场，在Etsy无需囤货，没有物流压力，而只是靠“文化差异+定制”产品净利润高达70%。", "language": "chinese", "position": {"atoms": [{"position_id": 825, "txt": "    做中国风产品因为面对的是国外市场，在Etsy无需囤货，没有物流压力，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section/section[3]/section/p[3]/span"}, {"position_id": 827, "txt": "而只是靠“文化差异+定制”产品净利润高达70%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section/section[3]/section/p[3]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 45, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "如果你渴望轻资产创业，想用“文化溢价”打造高利润产品，那么阅读本文，会给你带来实用分享。", "language": "chinese", "position": {"atoms": [{"position_id": 828, "txt": "如果你渴望轻资产创业，想用“文化溢价”打造高利润产品，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section/section[3]/section/p[3]/span/span"}, {"position_id": 830, "txt": "那么阅读本文，会给你带来实用分享。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section/section[3]/section/p[3]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 45, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/184Hzn3RhSRd3NT8Iz37JFQn.png", "language": "chinese", "position": {"atoms": [{"position_id": 100, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/184Hzn3RhSRd3NT8Iz37JFQn.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[3]/section/img"}]}, "tags": ["img"], "label": "figure", 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836, "txt": "2、文化差异就是定价权！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/section/section/section/p[2]/span"}]}, "tags": [], "label": "catalog", "web_segment_id": 51, "global_sentence_id": 18, "edu_l1_label": "EDU_O"}, {"txt": "3、Etsy有哪些卖得好的国风产品？", "language": "chinese", "position": {"atoms": [{"position_id": 838, "txt": "3、Etsy有哪些卖得好的国风产品？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/section/section/section/p[3]/span"}]}, "tags": [], "label": "catalog", "web_segment_id": 52, "global_sentence_id": 19, "edu_l1_label": "EDU_O"}, {"txt": "4、如何让你的国风产品在Etsy众多卖家中“走俏”。", "language": "chinese", "position": {"atoms": [{"position_id": 840, "txt": "4、如何让你的国风产品在Etsy众多卖家中“走俏”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/section/section/section/p[4]/span"}]}, "tags": [], "label": "catalog", "web_segment_id": 53, "global_sentence_id": 20, "edu_l1_label": "EDU_O"}, {"txt": "5、Etsy物流发货模式", "language": 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"global_sentence_id": 25, "edu_l1_label": "EDU_O"}, {"txt": "1、中国风为何在Etsy“躺赚”？", "language": "chinese", "position": {"atoms": [{"position_id": 848, "txt": "1、中国风为何在Etsy“躺赚”？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[7]/section/section/section/section/section/section/section[2]/section/section/p/span"}]}, "tags": [], "label": "title1", "web_segment_id": 59, "global_sentence_id": 26, "edu_l1_label": "BOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2xm68L4zO8MX1rfpL1KnNmy.png", "language": "chinese", "position": {"atoms": [{"position_id": 162, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2xm68L4zO8MX1rfpL1KnNmy.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[7]/section/section/section/section/section/section/section[3]/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 60, "global_sentence_id": 27, "edu_l1_label": 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"tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "中国风产品在这个平台的优势", "language": "chinese", "position": {"atoms": [{"position_id": 869, "txt": "中国风产品在这个平台的优势", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/section/section[5]/section/p[5]/span/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 69, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "<img https://mmbiz.qpic.cn/sz_mmbiz_png/0u4rWnQQfZlnQTibqkibScTkqtcL5qcgIalZI8K4dFmwomu7r9AS4fxxicoylkxs89R26KRLNwADcia48PFhDMZEHw/640?wx_fmt=png&from=appmsg", "language": "chinese", "position": {"atoms": [{"position_id": 218, "txt": "<img https://mmbiz.qpic.cn/sz_mmbiz_png/0u4rWnQQfZlnQTibqkibScTkqtcL5qcgIalZI8K4dFmwomu7r9AS4fxxicoylkxs89R26KRLNwADcia48PFhDMZEHw/640?wx_fmt=png&from=appmsg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/section/section[6]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 70, "global_sentence_id": 41, "edu_l1_label": "EDU_O"}, {"txt": "图源：", "language": "chinese", "position": {"atoms": [{"position_id": 871, "txt": "图源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/section/section[7]/section/p[1]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 71, "global_sentence_id": 42, "edu_l1_label": "EDU_O"}, {"txt": "小红书", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "小红书", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/section/section[7]/section/p[1]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 71, "global_sentence_id": 43, "edu_l1_label": "EDU_O"}, {"txt": "    Etsy是专注与独特商品的在线市场。", "language": "chinese", "position": {"atoms": [{"position_id": 874, "txt": "    Etsy是专注与独特商品的在线市场。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/section/section[7]/section/p[3]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "为卖家展示了销售自己独特商品的平台。", "language": "chinese", "position": {"atoms": [{"position_id": 875, "txt": "为卖家展示了销售自己独特商品的平台", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/section/section[7]/section/p[3]/span[1]"}, {"position_id": 877, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/section/section[7]/section/p[3]/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "这个平台的消费者对于独特商品有较高的兴趣和购买力。", "language": "chinese", "position": {"atoms": [{"position_id": 878, "txt": "这个平台的消费者对于独特商品有较高的兴趣和购买力", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/section/section[7]/section/p[3]/span[2]/span"}, {"position_id": 880, "txt": "。", "x": 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"language": "chinese", "position": {"atoms": [{"position_id": 887, "txt": "     与Etsy很多商品相比，中国风产品在海外市场显得很是独特，吸引了大量的对于中国文化感兴趣的海外消费者，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section[1]/section/p[3]/span[1]"}, {"position_id": 889, "txt": "为卖家提供了更大的定价空间。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section[1]/section/p[3]/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "定价灵活性", "language": "chinese", "position": {"atoms": [{"position_id": 891, "txt": "定价灵活性", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section[1]/section/p[5]/span/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 79, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2fJDxi1fj1Ay3GR5sV2xFKIr.png", "language": 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"global_sentence_id": 57, "edu_l1_label": "EDU_O"}, {"txt": "         做过电商的朋友都知道，这个定价很关键，因为竞争激烈的原因，难以大幅度提高价格。", "language": "chinese", "position": {"atoms": [{"position_id": 896, "txt": "         做过电商的朋友都知道，这个定价很关键，因为竞争激烈的原因，难以大幅度提高价格。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section[3]/section/p[3]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "而中国风产品，因为其独特性，定价的时候，拥有的灵活度也是比较高的。", "language": "chinese", "position": {"atoms": [{"position_id": 897, "txt": "而中国风产品，因为其独特性，定价的时候，拥有的灵活度也是比较高的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section[3]/section/p[3]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "一件普通的短袖只可以卖到5-6美元，而一件具有中国风元素的T恤可以卖到25-100美元甚至更高。", "language": "chinese", "position": {"atoms": [{"position_id": 899, "txt": "一件普通的短袖只可以卖到5-6美元，而一件具有中国风元素的T恤可以卖到25-100美元甚至更高", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section[3]/section/p[3]/span[2]/span"}, {"position_id": 901, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section[3]/section/p[3]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/184Hzn3RhSRd3NT8Iz37JFQn.png", "language": "chinese", "position": {"atoms": [{"position_id": 294, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/184Hzn3RhSRd3NT8Iz37JFQn.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[12]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 83, "global_sentence_id": 61, "edu_l1_label": "EDU_O"}, {"txt": "<img 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"也可以在店铺主页添加拍摄的视频，突出制作的过程。", "language": "chinese", "position": {"atoms": [{"position_id": 945, "txt": "也可以在店铺主页添加拍摄的视频，突出制作的过程。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[17]/section/section[3]/section/p[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "多渠道的推广", "language": "chinese", "position": {"atoms": [{"position_id": 947, "txt": "多渠道的推广", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[17]/section/section[3]/section/p[9]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 110, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3w2qP83cxYHO3C16Zf3u5No7.png", "language": "chinese", "position": {"atoms": [{"position_id": 445, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3w2qP83cxYHO3C16Zf3u5No7.png", "x": 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[{"position_id": 967, "txt": "图源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[20]/section/section[5]/section/p[1]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 124, "global_sentence_id": 109, "edu_l1_label": "EDU_O"}, {"txt": "百度", "language": "chinese", "position": {"atoms": [{"position_id": 968, "txt": "百度", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[20]/section/section[5]/section/p[1]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 124, "global_sentence_id": 110, "edu_l1_label": "EDU_O"}, {"txt": "    这种发货模式比较适合刚起步的Etsy卖家，因为货物量少，且不用投入太多的资金成本。", "language": "chinese", "position": {"atoms": [{"position_id": 970, "txt": "    这种发货模式比较适合刚起步的Etsy卖家，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[20]/section/section[5]/section/p[3]/span[1]"}, {"position_id": 972, "txt": "因为货物量少，且不用投入太多的资金成本。", "x": 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   客户下单之后，卖家联系合作的虚拟仓物流服务商安排物流出货，并提供当地物流单号模拟当地发货。", "language": "chinese", "position": {"atoms": [{"position_id": 988, "txt": "     客户下单之后，卖家联系合作的虚拟仓物流服务商安排物流出货，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[20]/section/section[9]/section/p[2]/span[1]"}, {"position_id": 990, "txt": "并提供当地物流单号模拟当地发货。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[20]/section/section[9]/section/p[2]/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 134, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "四、虚拟产品发货模式", "language": "chinese", "position": {"atoms": [{"position_id": 992, "txt": "四、虚拟产品发货模式", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[20]/section/section[9]/section/p[4]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 135, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "<img 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1006, "txt": "这里就拿亚马逊平台与etsy进行对比", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[23]/section/section[1]/section/p[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 145, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "一、卖家费用与成本：", "language": "chinese", "position": {"atoms": [{"position_id": 1008, "txt": "一、卖家费用与成本", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[23]/section/section[1]/section/p[3]/span[1]/span"}, {"position_id": 1010, "txt": "：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[23]/section/section[1]/section/p[3]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 146, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "Etsy的开店成本相对较低，只需要支付商品上架费用与消费佣金，并且etsy的政策相对宽松，降低了经营压力。", "language": "chinese", "position": {"atoms": [{"position_id": 1011, "txt": "Etsy的开店成本相对较低，只需要支付商品上架费用与消费佣金，并且etsy的政策相对宽松，降低了经营压力。", "x": 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# 中国风=国际潮，中国风席卷Etsy！用东方美学狂赚美金！ ## 1、中国风为何在Etsy“躺赚”？ ### 文化溢价 ### 市场需求与趋势 ### 中国风产品在这个平台的优势 ## 2、文化差异就是定价权！ ### 产品的独特性 ### 定价灵活性 ## 3、Etsy有哪些卖得好的国风产品？ ### 国风项链 ### 国风茶具 ### 中国木雕 ## 4、如何让你的国风产品在Etsy众多卖家中“走俏”。 ### 产品定位要明确，强调文化独特性 ### 产品页面要进行优化，可以提升转化率 ### 多渠道的推广 ## 5、Etsy物流发货模式 ### 一、国内直发模 ### 二、海外仓模式 ### 三、虚拟仓发货模式 ### 四、虚拟产品发货模式 ## 6、亚马逊和Etsy对比，为什么推荐新手小白做Etsy? ## 文末总结与福利
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0.224]]}]}, "tags": ["title"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 6, "edu_l1_label": "BOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.409, 0.231, 0.423, 0.239]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 13, "global_sentence_id": 7, "edu_l1_label": "EDU_O"}, {"txt": "2024 年全球ESG 市场发展冷热不均，一是全球ESG 监管制度建设加快与投资增势放缓的不均，二是欧美ESG 基金发行降温与国内ESG 概念基金发行逆势增长的不均。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.444, 0.226, 0.93, 0.24], [0.444, 0.243, 0.93, 0.255], [0.444, 0.258, 0.626, 0.27]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 3, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "本篇报告将系统分析 2024 年国内外ESG 监管环境与金融市场的动态变化，探索总结未来 ESG 的发展方向。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 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"web_segment_id": 1, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "2024 年，全球ESG 监管体系建设加速但美国受阻，一是国际准则的整合统一继续，ISO 发布全球首部ESG 管理标准，澳大利亚、新加坡、中国香港等更多地区参照ISSB 准则发布本土ESG 信披准则；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.846, 0.296, 0.932, 0.308], [0.444, 0.312, 0.929, 0.325], [0.444, 0.325, 0.929, 0.34], [0.444, 0.343, 0.773, 0.355]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "二是欧盟监管进一步扩围，正式通过CSDDD，提出可供非欧盟公司信披参考的NESRS 草案，并首次发布针对第三方评级机构的监管法规；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.773, 0.343, 0.929, 0.355], [0.444, 0.359, 0.932, 0.371], [0.444, 0.374, 0.756, 0.386]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "三是美国反ESG 继续发酵，美国证监会的气候信披准则被搁置。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.756, 0.374, 0.929, 0.386], [0.444, 0.389, 0.716, 0.401]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "相比之下，市场投资出现降温迹象，截至2024Q3，全球ESG 基金规模约3.3 万亿美元，前三季度资金净流入138 亿美元(同比-77%)，同期新发ESG 基金数量同比减少45%，在ESG 基金分类监管趋严和反ESG 担忧的背景下，资管机构开发新产品更偏谨慎。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.716, 0.389, 0.929, 0.401], [0.444, 0.405, 0.931, 0.417], [0.444, 0.42, 0.932, 0.432], [0.444, 0.435, 0.929, 0.448], [0.444, 0.451, 0.534, 0.464]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "投资绩效方面，ESG 策略仍有稳健收益的优势，2024H1 全球ESG 基金平均收益率中位数高于传统基金0.6pct，接近过去五年超额收益均值水平，上半年ESG 基金的下行偏差平均低于传统基金0.7pct。", "language": "chinese", "position": {"pdf_position": 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"edu_l1_label": "IOS"}, {"txt": "与此同时，国内ESG 投资也有一些积极进展，一是从参与方看，2024 年继续有国资背景的投资公司加入PRI 组织，全国社保基金理事会积极开展股票ESG 评价与碳排放评估以及ESG 指数调查研究；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.913, 0.582, 0.929, 0.595], [0.444, 0.597, 0.932, 0.61], [0.444, 0.613, 0.929, 0.625], [0.444, 0.629, 0.823, 0.641]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 0, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "二是从投资产品看，截至2024 年底，WIND ESG 概念基金规模为6829 亿元，较2023年底增长27%，增速高于同期传统基金8pct，全年新成立110 只ESG 概念基金中有一半以上是指数型基金；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.823, 0.629, 0.929, 0.641], [0.444, 0.644, 0.931, 0.656], [0.444, 0.659, 0.932, 0.671], [0.444, 0.675, 0.686, 0.687]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 0, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "三是从投资绩效看，A 股股票型基金2024 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月，双方发布公告称合作的初步成果将涉及基于最近发布的GRI 101 生物多样性标准和ISSB 即将开展的生物多样性、生态系统和生态系统服务项目的方法试点。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.884, 0.45, 0.932, 0.463], [0.072, 0.467, 0.932, 0.481], [0.072, 0.483, 0.932, 0.499], [0.072, 0.503, 0.428, 0.516]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "图表1ISO ESG IWA 48《实施环境、社会和治理(ESG)原则框架》的关键议题和指标", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1900000, "bbox": [[0.07, 0.533, 0.702, 0.548]]}]}, "tags": ["table_caption"], "label": "table_title", "web_segment_id": 5, "global_sentence_id": 130, "edu_l1_label": "EDU_O"}, {"txt": "table", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.068, 0.551, 0.934, 0.887]]}]}, "tags": ["table"], "label": "table", 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{"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.356, 0.139, 0.932, 0.152], [0.072, 0.156, 0.835, 0.17]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "共和党州的反ESG 行动也在继续，例如，2024 年12 月，德克萨斯州对贝莱德、先锋集团等提起诉讼，指控这些资管公司在气候相关投资计划中迫使煤炭公司削减产量，导致能源成本上升，违反了反垄断法。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.835, 0.156, 0.932, 0.17], [0.072, 0.172, 0.932, 0.188], [0.072, 0.192, 0.585, 0.205]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "另一方面，迫于政治压力，2024 年美国多家大型金融机构宣布退出ESG 领域、绿色金融领域的国际组织。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.585, 0.192, 0.932, 0.205], [0.072, 0.21, 0.484, 0.223]]}]}, "tags": ["text"], "label": "content", 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1275], "position_id": 3000000, "bbox": [[0.474, 0.246, 0.932, 0.259], [0.072, 0.263, 0.432, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "监管实践中，SEC气候信披准则落地受阻，但其仍然坚持主张规范ESG信披监管。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.072, 0.288, 0.666, 0.302]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "2024年3月6 日，美国证监会（SEC）采纳通过了《面向投资者的气候相关信息披露的提升和标准化最终规则》，要求在美上市公司披露其气候相关信息，但因受到多位共和党州检察长提起的诉讼影响，SEC 于当地时间4 月4 日宣布暂缓执行这项规则，此后又在《联邦公报》上公布准则的生效日期为2024年5 月28 日，但目前法律诉讼问题尚未完全解决，SEC 继续在法庭上为其气候披露规则辩护，截至2024 年底，该规则仍处于搁置状态，等待诉讼结果。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.666, 0.288, 0.947, 0.302], [0.072, 0.306, 0.932, 0.319], [0.072, 0.324, 0.932, 0.337], [0.072, 0.342, 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{"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.611, 0.526, 0.932, 0.541], [0.072, 0.546, 0.233, 0.559]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 250, "edu_l1_label": "IOS"}, {"txt": "Capital Group 2024 年的调查结果显示，被调查机构中，认为全球资管行业普遍存在漂绿现象的机构数占比约42%，是其自2021 年开始调查以来的最低水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.233, 0.546, 0.932, 0.559], [0.072, 0.564, 0.507, 0.577]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 251, "edu_l1_label": "IOS"}, {"txt": "图表12全球可持续基金与传统基金的收益率中位数对比", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7100000, "bbox": [[0.071, 0.593, 0.485, 0.609]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 252, "edu_l1_label": "EDU_O"}, {"txt": 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"global_sentence_id": 262, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7900000, "bbox": [[0.501, 0.127, 0.919, 0.316]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 4, "global_sentence_id": 263, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Capital Group，平安证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8000000, "bbox": [[0.508, 0.32, 0.774, 0.332]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 264, "edu_l1_label": "EDU_O"}, {"txt": "二、国内回顾：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8100000, "bbox": [[0.072, 0.367, 0.139, 0.387], [0.142, 0.367, 0.28, 0.388]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 5, "global_sentence_id": 265, "edu_l1_label": "BOS"}, {"txt": "信披指引体系正式落地，ESG 指数型基金快速增长", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8100000, "bbox": [[0.28, 0.367, 0.884, 0.388]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 5, "global_sentence_id": 266, "edu_l1_label": "IOS"}, {"txt": "2.1 监管规范：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.072, 0.401, 0.21, 0.419]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 9, "global_sentence_id": 267, "edu_l1_label": "IOS"}, {"txt": "ESG 信披准则全面落地，绿色金融布局向深向实", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.21, 0.401, 0.642, 0.419]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 9, "global_sentence_id": 268, "edu_l1_label": "IOS"}, {"txt": "2024 年，中国大陆发布多项政策，支持绿色金融和ESG 市场建设。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8300000, "bbox": [[0.072, 0.429, 0.557, 0.444]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 269, "edu_l1_label": "IOS"}, {"txt": "自2023 年10 月中央金融工作会议首提“做好科技金融、绿色金融、普惠金融、养老金融、数字金融五篇大文章”以来，围绕绿色金融和ESG 投资的政策体系建设进一步加速完善。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8300000, "bbox": [[0.557, 0.429, 0.932, 0.444], [0.072, 0.449, 0.932, 0.462], [0.072, 0.467, 0.121, 0.48]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 270, "edu_l1_label": "IOS"}, {"txt": "一方面，金融监管部门持续引导鼓励开发绿色投资产品、强化对绿色低碳发展的支持，同时完善绿色金融考核评价体系。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8300000, "bbox": [[0.121, 0.467, 0.932, 0.48], [0.072, 0.484, 0.121, 0.498]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 271, "edu_l1_label": "IOS"}, {"txt": "另一方面，财政部、证监会、沪深北交易所等均在构建ESG 信息披露标准方面发布重要政策。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8300000, "bbox": [[0.121, 0.484, 0.788, 0.498]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 272, "edu_l1_label": "IOS"}, {"txt": "支持绿色金融和绿色产业发展方面，政策更加注重支持绿色融资、鼓励开发绿色投资产品、加强机构绿色金融考核、优化绿色产业目录等。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8400000, "bbox": [[0.072, 0.509, 0.932, 0.523], [0.072, 0.527, 0.203, 0.54]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 273, "edu_l1_label": "IOS"}, {"txt": "2024 年，高层部委先后发布《关于进一步强化金融支持绿色低碳发展的指导意见》《关于推动绿色保险高质量发展的指导意见》《关于银行业保险业做好金融“五篇大文章”的指导意见》《关于加快经济社会发展全面绿色转型的意见》《关于发挥绿色金融作用 服务美丽中国建设的意见》等文件，推动金融机构立足职能定位优化绿色金融服务，大力支持符合条件的企业、金融机构发行绿色债券和绿色资产支持证券；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8400000, "bbox": [[0.203, 0.527, 0.932, 0.54], [0.072, 0.545, 0.932, 0.558], [0.072, 0.563, 0.932, 0.576], [0.072, 0.581, 0.575, 0.594]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 274, "edu_l1_label": "IOS"}, {"txt": "同时，鼓励保险资金加大绿色债券配置，加大对金融机构绿色金融业务及能力的考核评价力度，逐步将金融机构持有的绿色基金和境外绿色金融资产纳入绿色金融评价。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8400000, "bbox": [[0.575, 0.581, 0.932, 0.594], [0.072, 0.598, 0.916, 0.612]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 275, "edu_l1_label": "IOS"}, {"txt": "另外，国家层面也在优化更新绿色产业分类，作为各地方、各部门制定完善相关产业支持政策及提供金融支持的重要依据，2024 年2 月，国家发改委等十部委联合印发《绿色低碳转型产业指导目录（2024 年版）》，新增温室气体控制、重点工业行业绿色低碳转型、绿色物流、信息基础设施、绿色技术产品研发认证推广、新污染物治理、氢能“制储输用”全链条装备制造等一批新兴的绿色低碳转型重点产业。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8400000, 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"tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 278, "edu_l1_label": "IOS"}, {"txt": "并且明确准则的施行将从上市公司向非上市公司扩展、从大型企业向中小企业扩展，在实施范围及实施要求作出规定之前，由企业自愿实施。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8500000, "bbox": [[0.656, 0.748, 0.932, 0.761], [0.072, 0.766, 0.802, 0.779]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 279, "edu_l1_label": "IOS"}, {"txt": "根据国家统一的可持续披露准则体系建设的总体目标，预计到2027 年，企业可持续披露基本准则、气候相关披露准则及应用指南相继出台；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8500000, "bbox": [[0.802, 0.766, 0.932, 0.779], [0.072, 0.784, 0.932, 0.797]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 280, "edu_l1_label": "IOS"}, {"txt": "到2030 年，国家统一的可持续披露准则体系基本建成。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8500000, "bbox": [[0.072, 0.802, 0.471, 0.815]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 281, "edu_l1_label": "IOS"}, {"txt": "二是在上市公司层面，2024 年4 月，沪深北三大交易所发布《上市公司可持续发展报告指引》，设置了应对气候变化、乡村振兴、创新驱动等21 个议题，要求部分符合条件的公司应当最晚在2026 年首次披露2025 年度《可持续发展报告》，并鼓励其他上市公司自愿披露。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8500000, "bbox": [[0.471, 0.802, 0.932, 0.815], [0.072, 0.819, 0.932, 0.833], [0.072, 0.837, 0.687, 0.851]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 282, "edu_l1_label": "IOS"}, {"txt": "2024 年11 月，沪深北交易所进一步发布《上市公司自律监管指南——可持续发展报告编制（征求意见稿）》，本次先行设置《第一号 总体要求与披露框架》", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8500000, "bbox": [[0.687, 0.837, 0.932, 0.851], [0.072, 0.855, 0.932, 0.868]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, 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"chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8600000, "bbox": [[0.281, 0.121, 0.642, 0.134]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 290, "edu_l1_label": "IOS"}, {"txt": "另外，2024 年11 月上交所发布了《推动提高沪市上市公司ESG 信息披露质量三年行动方案（2024-2026 年）》，也明确提出将持续优化ESG 信息披露制度体系，为上市公司编制ESG 报告提供“工具箱”；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8600000, "bbox": [[0.642, 0.121, 0.932, 0.134], [0.072, 0.139, 0.932, 0.152], [0.072, 0.156, 0.381, 0.17]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 291, "edu_l1_label": "IOS"}, {"txt": "加大绿色转型资本支持力度，丰富ESG 指数产品供给，鼓励发行各类ESG 主题基金，积极支持中证指数公司ESG 评价结果在各类金融产品中的应用，为ESG 评级高的上市公司提供融资便利，引导更多资金流向可持续发展领域。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8600000, "bbox": [[0.381, 0.156, 0.932, 0.17], [0.072, 0.174, 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"资料来源：证监会，上交所，深交所，北交所，平安证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9200000, "bbox": [[0.072, 0.307, 0.457, 0.319]]}]}, "tags": ["table_caption"], "label": "table_title", "web_segment_id": 10, "global_sentence_id": 309, "edu_l1_label": "EDU_O"}, {"txt": "2.2 市场投资：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9300000, "bbox": [[0.072, 0.325, 0.21, 0.344]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 7, "global_sentence_id": 310, "edu_l1_label": "IOS"}, {"txt": "ESG 概念基金规模止跌回升，指数型产品强势扩容", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9300000, "bbox": [[0.21, 0.325, 0.662, 0.344]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 7, "global_sentence_id": 311, "edu_l1_label": "IOS"}, {"txt": "从参与者来看，2024年继续有国资背景的投资公司加入UN PRI 组织，全国社保基金持续推动ESG投资实践。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9400000, "bbox": [[0.072, 0.355, 0.86, 0.368]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 312, "edu_l1_label": "IOS"}, {"txt": "截至2024年底，中国大陆加入UN PRI 组织的机构数累计约147 家，2024 年当年新增7 家，在新增的机构投资者中再次出现多家有国资背景的投资公司。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9400000, "bbox": [[0.86, 0.355, 0.931, 0.369], [0.072, 0.373, 0.932, 0.386], [0.072, 0.391, 0.233, 0.404]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 313, "edu_l1_label": "IOS"}, {"txt": "另外，作为国内养老金重要组成部分之一的全国社保基金理事会也在积极推进ESG 研究和投资实践落地，2024 年10 月发布的《全国社会保障基金2023 年度报告》提到，全国社保基金理事会已积极开展国内股票可持续投资评价体系专题调研，对基金国内股票资产开展碳排放评估，深入开展ESG 系列指数调查研究，探索将ESG 系列指数作为组合基准的可行性，并且，已在境内外投资组合中融入科技创新发展、支持服务碳达峰碳中和相关因素，在部分产品投资方针中增设可持续投资条款，不断推动管理人将可持续因素纳入投资决策体系。", "language": "chinese", "position": {"pdf_position": 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"global_sentence_id": 316, "edu_l1_label": "IOS"}, {"txt": "分类看，绿色债券、社会责任债券、可持续发展与可持续发展挂钩债券、转型债券2024 年发行规模占比分别约71%、21%、7%、1%，绿色债券占比连续三年超过70%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9500000, "bbox": [[0.836, 0.505, 0.932, 0.518], [0.072, 0.523, 0.947, 0.536], [0.072, 0.541, 0.326, 0.554]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 317, "edu_l1_label": "IOS"}, {"txt": "融资成本方面，ESG 债券平均发行利率通常相对低于全部债券的平均水平，其中，2024 年ESG 概念类金融债平均发行期限2.9 年、平均发行利率2%，同期全部金融债平均发行期限4.0 年、平均发行利率2.2%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9500000, "bbox": [[0.326, 0.541, 0.93, 0.554], [0.072, 0.556, 0.932, 0.572], [0.072, 0.574, 0.126, 0.589]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 318, "edu_l1_label": "IOS"}, {"txt": "2024年ESG 概念类公司债平均发行期限4.6年、平均发行利率2.6%，同期全部金融债平均发行期限4.5 年、平均发行利率2.8%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9500000, "bbox": [[0.126, 0.574, 0.932, 0.589], [0.072, 0.594, 0.195, 0.607]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 319, "edu_l1_label": "IOS"}, {"txt": "图表17 我国每年ESG债券发行额与净融资额（亿元）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9600000, "bbox": [[0.068, 0.623, 0.47, 0.639]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 320, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9700000, "bbox": [[0.062, 0.644, 0.476, 0.847]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 2, "global_sentence_id": 321, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Wind，平安证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9800000, "bbox": [[0.067, 0.852, 0.279, 0.864]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 8, "global_sentence_id": 322, "edu_l1_label": "EDU_O"}, {"txt": "图表18 各类ESG 债券发行规模变化（亿元）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9900000, "bbox": [[0.507, 0.623, 0.844, 0.639]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 323, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10000000, "bbox": [[0.502, 0.646, 0.918, 0.846]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 3, "global_sentence_id": 324, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Wind，平安证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10100000, "bbox": [[0.509, 0.853, 0.719, 0.863]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 325, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.874, 0.926, 0.916, 0.934]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 326, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.081, 0.917, 0.733, 0.928]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 327, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.824, 0.066, 0.913, 0.076]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 328, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.076, 0.06, 0.184, 0.077]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 329, "edu_l1_label": "EDU_O"}, {"txt": "图表19 2024 年不同品种的全部债券与ESG 债券平均发行年限与发行利率对比", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10300000, "bbox": [[0.072, 0.109, 0.645, 0.123]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 4, "global_sentence_id": 330, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10400000, "bbox": [[0.074, 0.133, 0.93, 0.344]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 2, "global_sentence_id": 331, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Wind，平安证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10500000, "bbox": [[0.071, 0.355, 0.284, 0.368]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 3, "global_sentence_id": 332, "edu_l1_label": "EDU_O"}, {"txt": "从投资端来看，2024 年国内ESG 基金存量规模增速高于传统基金，指数型基金是增量的主要贡献。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.072, 0.38, 0.783, 0.393]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 333, "edu_l1_label": "IOS"}, {"txt": "根据WIND 基金概念分类，我们统计了截至2024 年的中国大陆ESG 概念类基金（含多个份额类别的同一只基金合并计算）的市场情况。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.783, 0.38, 0.932, 0.393], [0.072, 0.398, 0.899, 0.411]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 334, "edu_l1_label": "IOS"}, {"txt": "存量方面，截至2024 年底，WIND ESG 概念类基金总份额为8141 亿份，总规模为6829 亿元，份额和规模分别较2023 年底增长52%、27%，增速分别高于同期传统基金（非ESG 概念类，且不含货币型基金，下同）41pct、8pct；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.899, 0.398, 0.932, 0.411], [0.072, 0.416, 0.932, 0.429], [0.072, 0.434, 0.836, 0.447]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 335, "edu_l1_label": "IOS"}, {"txt": "指数型基金加速扩容是主要贡献，2024 年底WIND ESG 概念类指数型基金总份额为4652 亿份，总规模为2827 亿元，分别较2023 年底增长137%、57%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.836, 0.434, 0.932, 0.447], [0.072, 0.451, 0.93, 0.465], [0.072, 0.469, 0.231, 0.483]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 336, "edu_l1_label": "IOS"}, {"txt": "在指数型基金中，应用负面筛选策略的中证A100 和中证A500指数型基金的份额占比达60%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.231, 0.469, 0.9, 0.483]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 337, "edu_l1_label": "IOS"}, {"txt": "增量方面，2024 年国内新成立110 只ESG 概念类基金，新成立基金数量仅次于2021 年，是历史次高水平，一半以上是指数型基金；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.9, 0.469, 0.932, 0.483], [0.072, 0.487, 0.932, 0.5], [0.072, 0.505, 0.137, 0.518]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 338, "edu_l1_label": "IOS"}, {"txt": "分策略看，在2024 年新成立的ESG 概念基金中，WIND 分类的ESG 策略基金和纯ESG 主题基金的数量占比分别为55%和25%，是近五年较高水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.137, 0.505, 0.932, 0.518], [0.072, 0.523, 0.356, 0.536]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 339, "edu_l1_label": "IOS"}, {"txt": "投资绩效方面，长期看ESG 策略有稳健超额表现，单年度表现有一定波动。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.072, 0.548, 0.618, 0.561]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 340, "edu_l1_label": "IOS"}, {"txt": "一方面，从ESG 基金表现来看，2024 年全部ESG 概念基金平均年化收益率12.8%，高于传统基金0.6pct，近五年（2020-2024 年间）平均年化收益率为5.3%，高于传统基金1.5pct；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.618, 0.548, 0.932, 0.561], [0.072, 0.565, 0.932, 0.579], [0.072, 0.583, 0.218, 0.597]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 341, "edu_l1_label": "IOS"}, {"txt": "分类看，股票型ESG 概念基金2024 年平均收益低于传统基金，但近五年平均年化收益好于传统基金且年化波动率低于传统基金；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.218, 0.583, 0.932, 0.597], [0.072, 0.601, 0.281, 0.614]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 342, "edu_l1_label": "IOS"}, {"txt": "债券型ESG 概念基金则在2024 年表现出平均0.9pct 的超额收益，但近五年平均收益略低于传统基金0.3pct。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.281, 0.601, 0.932, 0.614], [0.072, 0.619, 0.202, 0.632]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 343, "edu_l1_label": "IOS"}, {"txt": "另一方面，从ESG 指数表现来看，股票指数中以沪深300、中证500 及相应ESG 指数对比为例，近五年ESG 策略年化收益平均高于基准宽基指数0.5-1.5pct，特别是中证500ESG 指数的正超额控回撤的优势更加明显；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.202, 0.619, 0.932, 0.632], [0.072, 0.637, 0.899, 0.65]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 344, "edu_l1_label": "IOS"}, {"txt": "债券指数中，中债优选信用债及ESG 优选信用债指数近五年年化收益接近，均在4.2%左右，高于中债信用债总指数0.3pct，而 ESG 优选信用债指数的波动性低于另外两只信用债指数，控回撤的效果也好于优选信用债指数；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.899, 0.637, 0.932, 0.65], [0.072, 0.655, 0.932, 0.668], [0.072, 0.672, 0.772, 0.686]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 345, "edu_l1_label": "IOS"}, {"txt": "另外，中国绿色债券财富指数年化收益平均高于中债新综合指数0-1pct 左右，年化波动率水平基本接近。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.772, 0.672, 0.932, 0.686], [0.072, 0.69, 0.656, 0.703]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 346, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.082, 0.917, 0.733, 0.929]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 347, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.874, 0.926, 0.916, 0.934]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 348, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.824, 0.066, 0.914, 0.076]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 349, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.075, 0.06, 0.184, 0.077]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 350, "edu_l1_label": "EDU_O"}, {"txt": "图表20国内每年新成立各类ESG概念基金的数量变化", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10900000, "bbox": [[0.07, 0.109, 0.482, 0.122]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 351, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11000000, "bbox": [[0.073, 0.135, 0.929, 0.362]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 1, "global_sentence_id": 352, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Wind，平安证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11100000, "bbox": [[0.07, 0.379, 0.284, 0.393]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 4, "global_sentence_id": 353, "edu_l1_label": "EDU_O"}, {"txt": "图表21国内ESG概念指数型基金规模创新高（亿元）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.067, 0.41, 0.467, 0.423]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 8, "global_sentence_id": 354, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11300000, "bbox": [[0.062, 0.427, 0.474, 0.643]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 3, "global_sentence_id": 355, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Wind，平安证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.067, 0.648, 0.28, 0.66]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 356, "edu_l1_label": "EDU_O"}, {"txt": "图表22国内各类ESG 概念基金规模变化（亿元）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11500000, "bbox": [[0.509, 0.409, 0.872, 0.422]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 357, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11600000, "bbox": [[0.502, 0.427, 0.911, 0.643]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 2, "global_sentence_id": 358, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Wind, ，平安证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11700000, "bbox": [[0.508, 0.648, 0.72, 0.659]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 359, "edu_l1_label": "EDU_O"}, {"txt": "图表232024 年及近五年间国内ESG 概念基金与传统基金的市场表现对比", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": 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投资日渐正常化，且在严监管下将更加重视实质性；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12800000, "bbox": [[0.345, 0.633, 0.755, 0.646]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 381, "edu_l1_label": "IOS"}, {"txt": "但同时也面临更多不确定性，既包括美国特朗普2.0 时代的反ESG 担忧继续发酵，也包括AI 技术应用推广可能带来更多ESG争议。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12800000, "bbox": [[0.755, 0.633, 0.932, 0.646], [0.072, 0.651, 0.838, 0.664]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 382, "edu_l1_label": "IOS"}, {"txt": "一是从ESG 信息披露视角来看，全球范围内ESG 信披准则落地有望长期促进整体ESG 信息质量的提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12900000, "bbox": [[0.072, 0.676, 0.833, 0.689]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 383, 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"content", "web_segment_id": 4, "global_sentence_id": 473, "edu_l1_label": "EDU_O"}, {"txt": "请您务必对此有清醒的认识，认真考虑是否进行证券交易。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16500000, "bbox": [[0.794, 0.423, 0.929, 0.436], [0.072, 0.441, 0.368, 0.454]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 474, "edu_l1_label": "EDU_O"}, {"txt": "市场有风险，投资需谨慎。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16600000, "bbox": [[0.072, 0.466, 0.269, 0.479]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 20, "global_sentence_id": 475, "edu_l1_label": "EDU_O"}, {"txt": "免责条款", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16700000, "bbox": [[0.072, 0.493, 0.153, 0.509]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 3, "global_sentence_id": 476, 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0.597]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 479, "edu_l1_label": "EDU_O"}, {"txt": "平安证券不对因使用此报告的材料而引致的损失而负上任何责任，除非法律法规有明确规定。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16900000, "bbox": [[0.593, 0.583, 0.929, 0.597], [0.072, 0.601, 0.419, 0.614]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 480, "edu_l1_label": "EDU_O"}, {"txt": "客户并不能仅依靠此报告而取代行使独立判断。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16900000, "bbox": [[0.419, 0.601, 0.772, 0.614]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 481, "edu_l1_label": "EDU_O"}, {"txt": "平安证券可发出其它与本报告所载资料不一致及有不同结论的报告。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.072, 0.626, 0.575, 0.639]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 482, "edu_l1_label": "EDU_O"}, {"txt": "本报告及该等报告反映编写分析员的不同设想、见解及分析方法。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.575, 0.626, 0.929, 0.639], [0.072, 0.644, 0.206, 0.657]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 483, "edu_l1_label": "EDU_O"}, {"txt": "报告所载资料、意见及推测仅反映分析员于发出此报告日期当日的判断，可随时更改。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.206, 0.644, 0.845, 0.657]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 484, "edu_l1_label": "EDU_O"}, {"txt": "此报告所指的证券价格、价值及收入可跌可升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.845, 0.644, 0.929, 0.657], [0.072, 0.662, 0.334, 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# 2024 年ESG 市场回顾与展望监管新时代，ESG 投资再出发 ## 平安观点 ### ■2024 年全球ESG 市场发展冷热不均，一是全球ESG 监管制度建设加快与投资增势放缓的不均，二是欧美ESG 基金发行降温与国内ESG 概念基金发行逆势增长的不均。 ### 全球回顾：ESG 监管规范化提速，增量资金入市节奏放缓。 ### ■国内回顾：ESG 信披监管体系正式落地，ESG 指数型基金快速增长。 ### 未来展望：机遇与挑战并存，国内绿色金融与ESG 产品创新大有可为。 ### ■风险提示： ## 一全球回顾：ESG 监管规范化提速，市场投资进入平台期 ### 1.1 监管规范：ESG 监管体系建设加速，欧盟继续领先但美国受阻 #### 1.1.1 国际组织：ISO 与ISSB持续推进全球ESG 标准体系建设 ##### 2024 年，国际标准化组织（ISO）发布全球首部ESG 管理标准，旨在为全球ESG 参与方提供ESG 实践指导。 ##### 国际财务报告准则基金会（IFRS）及旗下机构继续推进可持续信息披露准则的落地实践以及国际合作。 #### 1.1.2 欧盟：全面推进ESG信披和ESG 评级监管 ##### 2024 年，欧盟继续推进构建全面的ESG 监管体系。 ##### 同时，欧盟也在完善绿色转型和劳工保护等领域的监管规范。 #### 1.1.3 美国：反ESG政治化拖累美国ESG监管与投资发展进程 ##### 2024 年，美国ESG 市场依然在两党政治博弈中波折前行，多家金融机构退出ESG 领域的国际组织。 ##### 监管实践中，SEC气候信披准则落地受阻，但其仍然坚持主张规范ESG信披监管。 #### 1.1.4 中国香港：全面对标ISSB 准则推进可持续信息披露 ### 1.2 市场投资：ESG 投资扩容节奏放缓，严监管下漂绿问题有所缓解 #### 从参与者来看，全球ESG 参与机构逐渐达到饱和，UN PRI 签署方数量于2024 年首次高位回落。 #### 从融资端来看，2024 年全球可持续债券发行规模维持高位，绿色债券仍是第一大贡献。 #### 从投资端来看，2024 年全球ESG 基金规模保持平稳，但资金净流入以及新产品发行节奏明显放缓。 #### 投资策略方面，各类ESG投资策略应用更加均衡，ESG整合最广泛，同时主题策略和正向筛选应用广度提升。 #### 投资绩效方面，ESG 基金仍然具有相对传统基金的收益稳健优势，严监管下ESG 投资漂绿问题有所缓解。 ## 二、国内回顾：信披指引体系正式落地，ESG 指数型基金快速增长 ### 2.1 监管规范：ESG 信披准则全面落地，绿色金融布局向深向实 #### 2024 年，中国大陆发布多项政策，支持绿色金融和ESG 市场建设。 #### 支持绿色金融和绿色产业发展方面，政策更加注重支持绿色融资、鼓励开发绿色投资产品、加强机构绿色金融考核、优化绿色产业目录等。 #### 支持ESG 市场发展方面，2024 年财政部、证券交易所等均制定发布中国版ESG 信披标准，规范企业可持续信息披露。 ### 2.2 市场投资：ESG 概念基金规模止跌回升，指数型产品强势扩容 #### 从参与者来看，2024年继续有国资背景的投资公司加入UN PRI 组织，全国社保基金持续推动ESG投资实践。 #### 从投资端来看，2024 年国内ESG 基金存量规模增速高于传统基金，指数型基金是增量的主要贡献。 #### 投资绩效方面，长期看ESG 策略有稳健超额表现，单年度表现有一定波动。 ## 三、未来展望：机遇与挑战并存，国内支持绿色金融与ESG 产品创新 ### 总结而言，2024 年是ESG 监管大年，但整体ESG 投资在经历了此前多年快速发展后逐渐步入正常化。 ### 展望2025 年，全球范围内ESG 市场发展的机遇与挑战并存，ESG 信披准则有望从政策体系建立逐渐走向落地实施，长期将促进整体ESG 信息质量的提升；ESG 投资日渐正常化，且在严监管下将更加重视实质性；但同时也面临更多不确定性，既包括美国特朗普2.0 时代的反ESG 担忧继续发酵，也包括AI 技术应用推广可能带来更多ESG争议。 #### 一是从ESG 信息披露视角来看，全球范围内ESG 信披准则落地有望长期促进整体ESG 信息质量的提升。 #### 二是从ESG 金融投资视角来看，整体投资规模有望保持在高位，不过严监管带来的基金重分类的影响仍需观察，美国反ESG 浪潮也将增加资管机构开展ESG 投资的不确定性。 #### 三是从ESG核心议题视角来看，以碳排放为代表的绿色议题仍是市场关注的重心，AI 技术推广应用可能带来更多ESG争议与挑战。 ### 对于中国大陆而言，国内政策继续明确支持ESG 信披规范化和ESG 融资及投资产品创新，绿色金融作为做好金融五篇大文章的重要一部分，也将看到更多金融机构的落地实践；与此同时，海外市场对ESG 信披要求更加严格规范以及潜在的碳关税政策风险也将倒逼中国出海企业提高ESG管理效率。 #### 一方面，做好绿色金融大文章背景下，国内政策支持ESG 规范化发展和金融产品创新的方向明确，ESG 相关指数及ETF产品发行热度有望提升。 #### 另一方面，海外ESG 监管的严格要求对中国企业和金融机构等也有相应影响，特别是对沿价值链的ESG 信披监管、碳排放管理等。 ## 四、 风险提示 ### 1、国内外ESG 政策落地执行不及预期。 ### 2、部分地区反ESG 立法对整体市场冲击超预期。 ### 3、宏观经济和流动性剧烈变化的风险。 ### 4、历史数据不代表未来业绩。本篇报告的分析均基于历史客观数据，存在历史不会重复上演的可能。
9541ac1c-40fc-476d-9020-c67fa28a2f91
web
test/raw_web_htmls/9541ac1c-40fc-476d-9020-c67fa28a2f91.html
https://mp.weixin.qq.com/s?__biz=MzUzOTk2NDI1OA==&mid=2247500973&idx=1&sn=4d1975510192162d2d61fac0489ab43e&chksm=fbc449af6defe69caefa791d19b09db7e1cef59c29f4df9a310e64b55f014851216aac7b4626
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"global_sentence_id": 4, "edu_l1_label": "EDU_O"}, {"txt": "四驾马车：", "language": "chinese", "position": {"atoms": [{"position_id": 618, "txt": "四驾马车：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/span[2]/em/span"}]}, "tags": ["em"], "label": "figure_title", "web_segment_id": 41, "global_sentence_id": 5, "edu_l1_label": "EDU_O"}, {"txt": "总书记苏林、国家主席梁强、总理范明正、国会主席陈青敏", "language": "chinese", "position": {"atoms": [{"position_id": 619, "txt": "总书记苏林、国家主席梁强、总理范明正、国会主席陈青敏", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/span[2]/em/span"}]}, "tags": ["em"], "label": "figure_title", "web_segment_id": 41, "global_sentence_id": 6, "edu_l1_label": "EDU_O"}, {"txt": "虽然在大的政策方针上林总书记的上位确保了延续性 - 但是之前几年随着“熔炉”带来的“稳”是否会让位给全力拼经济增长？", "language": "chinese", "position": {"atoms": [{"position_id": 621, "txt": "虽然在大的政策方针上林总书记的上位确保了延续性 - 但是之前几年随着“熔炉”带来的“稳”是否会让位给全力拼经济增长？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "局外大家传言的“南方派”和“北方派”的微妙关系是否已经发生了变化？", "language": "chinese", "position": {"atoms": [{"position_id": 622, "txt": "局外大家传言的“南方派”和“北方派”的微妙关系是否已经发生了变化？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "这可能是在越南投资、经商以及通过越南进行全球贸易的朋友们比较关心的问题。", "language": "chinese", "position": {"atoms": [{"position_id": 623, "txt": "这可能是在越南投资、经商以及通过越南进行全球贸易的朋友们比较关心的问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "当时，墨腾也指出很多市场上对越南政局的分析遗漏了一个重要人物：", "language": "chinese", "position": {"atoms": [{"position_id": 625, "txt": "当时，墨腾也指出很多市场上对越南政局的分析遗漏了一个重要人物：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "2016年退下来的前总理阮晋勇。", "language": "chinese", "position": {"atoms": [{"position_id": 627, "txt": "2016年退下来的前总理阮晋勇", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/a/em/span"}, {"position_id": 629, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/span[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 43, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "勇总理虽然大概率无意重返政坛 - 但是他的大儿子阮青毅正担任建设部长，仕途还有很多上升的空间。", "language": "chinese", "position": {"atoms": [{"position_id": 630, "txt": "勇总理虽然大概率无意重返政坛 - 但是他的大儿子阮青毅正担任建设部长，仕途还有很多上升的空间。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4sn3JS4lR2OZ273iTIXPca9.png", 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "中央部委“减法逻辑”：", "language": "chinese", "position": {"atoms": [{"position_id": 639, "txt": "中央部委“减法逻辑”：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span"}]}, "tags": [], "label": "title1", "web_segment_id": 47, "global_sentence_id": 19, "edu_l1_label": "BOS"}, {"txt": "从30到21", "language": "chinese", "position": {"atoms": [{"position_id": 640, "txt": "从30到21", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span"}]}, "tags": [], "label": "title1", "web_segment_id": 47, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "越南中央公开推动行政改革始于2024年10月。", "language": "chinese", "position": {"atoms": [{"position_id": 642, "txt": "越南中央公开推动行政改革始于2024年10月。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "同年12月5日，越共中央第18号决议（越共十二届六中全会于2017年10月25日签发关于继续改革、调整组织机构，构建精简、有效力、高效运行的政治体系的若干问题的决议）实施情况总结指导委员会召开会议，要求各单位在12月完成机构精简调整方案，服务将于2025年2月召开的中央会议和国会特别会议。", "language": "chinese", "position": {"atoms": [{"position_id": 643, "txt": "同年12月5日，越共中央第18号决议（越共十二届六中全会于2017年10月25日签发关于继续改革、调整组织机构，构建精简、有效力、高效运行的政治体系的若干问题的决议）实施情况总结指导委员会召开会议，要求各单位在12月完成机构精简调整方案，服务将于2025年2月召开的中央会议和国会特别会议。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "在那次会议上， 苏林总书记讲话中关键词包括了“革命”、“强有力”、“尽快”、“迫切”、“强劲”、“快速去做”、“非凡努力”、“卓越努力”等等。", "language": "chinese", "position": {"atoms": [{"position_id": 645, "txt": "在那次会议上， 苏林总书记讲话中关键词包括了“革命”、“强有力”、“尽快”、“迫切”、“强劲”、“快速去做”、“非凡努力”、“卓越努力”等等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "“精、简、强、效能、效力、效果”——越共中央总书记苏林当时在一篇文章中提出的这12字方针，成为本轮政府改革的行动纲领。", "language": "chinese", "position": {"atoms": [{"position_id": 647, "txt": "“精、简、强、效能、效力、效果”——越共中央总书记苏林当时在一篇文章中提出的这12字方针，成为本轮政府改革的行动纲领。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "根据最新方案，越南中央政府机构数量从30个（18个部委、4个部级机构和8个政府直属机构）精简至21个，裁减公务员及事业单位人员15%-20%，预计涉及30万至40万名公职人员。", "language": "chinese", "position": {"atoms": [{"position_id": 649, "txt": "根据最新方案，越南中央政府机构数量从30个（18个部委、4个部级机构和8个政府直属机构）精简至21个，裁减公务员及", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span[1]"}, {"position_id": 651, "txt": "事业单位人员15%-20%，预计涉及30万至40万名公职人员。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span[2]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 25, 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{"txt": "新成立的数字化转型与科技部计划5年内建成国家级AI实验室，但基层公务员数字化技能缺失，2024年电子政务系统故障率高达37%。", "language": "chinese", "position": {"atoms": [{"position_id": 773, "txt": "新成立的数字化转型与科技部计划5年内建成国家级AI实验室，但基层公务员数字化技能缺失，2024年电子政务系统故障率高达37%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[3]/li[3]/section/span/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 90, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "墨腾在和越南政府的朋友打交道的过程中也发现到大家对数字化的推动意愿非常强，但是建立起一个有效的生态系统还需要时日。", "language": "chinese", "position": {"atoms": [{"position_id": 774, "txt": "墨腾在和越南政府的朋友打交道的过程中也发现到大家对数字化的推动意愿非常强，但是建立起一个有效的生态系统还需要时日。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[3]/li[3]/section/span/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 90, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "而且也需要说服数字人才更多地愿意投入到这个领域来 - 而不仅仅是在游戏和安卓app等领域赚钱（越南开发者组成了谷歌应用商店上的第四大收入群体）。", "language": "chinese", "position": {"atoms": [{"position_id": 775, "txt": 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# “刀刃向内”，越南政府的深入改革将引爆怎样的经济奇迹？ ## 中央部委“减法逻辑”：从30到21 ## 胡志明市：体制试验田 ### 1.万亿级基建投资： ### 2.特殊政策试点： ## 释放经济动能 ### 1. 国企市场化激活产业升级 ### 2. 数字化转型打通增长经脉 ### 3. 地方放权孕育区域增长极 ## 改革的“越南特色”平衡术 ## 结语
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[{"position_id": 391, "txt": "<img https://res.wx.qq.com/t/wx_fed/we-emoji/res/v1.3.10/assets/Expression/[email protected]", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section[2]/section/section/section[2]/section/section/section/section/section[2]/section/section[1]/section/section[2]/section/section/section[2]/section/p[1]/img"}]}, "tags": ["img"], "label": "O", "web_segment_id": 105, "global_sentence_id": 85, "edu_l1_label": "EDU_O"}, {"txt": "如何参与：", "language": "chinese", "position": {"atoms": [{"position_id": 786, "txt": "如何参与：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section[2]/section/section/section[2]/section/section/section/section/section[2]/section/section[1]/section/section[2]/section/section/section[2]/section/p[3]/span/strong/span"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 106, "global_sentence_id": 86, "edu_l1_label": "EDU_O"}, {"txt": "①阅读新闻夜航推送的文章并点击下面“赞”“在看”，或者将文章转发分享。", "language": "chinese", "position": {"atoms": [{"position_id": 788, "txt": "①阅读新闻夜航推送的文章并点击下面“赞”“在看”，或者将文章转发分享。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section[2]/section/section/section[2]/section/section/section/section/section[2]/section/section[1]/section/section[2]/section/section/section[2]/section/p[5]"}]}, "tags": [], "label": "O", "web_segment_id": 107, "global_sentence_id": 87, "edu_l1_label": "EDU_O"}, {"txt": "②每周进行数据统计，“赞”“在看”“分享”排名前10的粉丝，将获得精美新闻夜航文创马克杯一个。", "language": "chinese", "position": {"atoms": [{"position_id": 790, "txt": "②每周进行数据统计，“赞”“在看”“分享”排名前10的粉丝，将获得精美新闻夜航文创马克杯一个。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section[2]/section/section/section[2]/section/section/section/section/section[2]/section/section[1]/section/section[2]/section/section/section[2]/section/p[6]"}]}, "tags": [], "label": "O", "web_segment_id": 108, "global_sentence_id": 88, "edu_l1_label": "EDU_O"}, {"txt": 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"EDU_O"}, {"txt": "在看", "language": "chinese", "position": {"atoms": [{"position_id": 832, "txt": "在看", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section[3]/section[2]/section/article/section/section/section/section/section[3]/section[2]/span/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 126, "global_sentence_id": 113, "edu_l1_label": "EDU_O"}, {"txt": " 新闻夜航 ", "language": "chinese", "position": {"atoms": [{"position_id": 834, "txt": "\n 新闻夜航 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 144, "global_sentence_id": 114, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 失明失能！女子新婚2月，遭丈夫家暴后重伤，仅仅因为…… ## 因没给丈夫游戏充钱女子新婚两个月被殴打 ## 正式批捕，男方获刑11年
6a1f28df-c0d9-4232-81a7-ce065d6a4deb
web
test/raw_web_htmls/6a1f28df-c0d9-4232-81a7-ce065d6a4deb.html
https://mmssai.com/archives/32933
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{"position_id": 1472, "txt": "AI ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[2]/span[1]/font[15]/span/span"}, {"position_id": 1474, "txt": "开发和应用带来了全新的机遇", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[2]/span[1]/font[16]/span/span[1]"}, {"position_id": 1476, "txt": "。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[2]/span[1]/font[16]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 4, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "本文将详细介绍 Cherry Studio 与 MCP 的融合实践，包括技术优势、多应用场景实践以及总结，旨在帮助大家更好地理解和应用这一技术。", "language": "chinese", "position": {"atoms": [{"position_id": 1477, "txt": "本文将详细介绍 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[2]/span[1]/font[16]/span/span[2]"}, {"position_id": 1479, "txt": "Cherry Studio ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[2]/span[1]/font[17]/span/span"}, {"position_id": 1481, "txt": "与 ", "x": 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"它允许大型语言模型（LLM）通过调用外部工具和服务获取实时信息，从而扩展其能力。", "language": "chinese", "position": {"atoms": [{"position_id": 1515, "txt": "它允许大型语言模型（", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[1]/span[1]/font[10]/span/span[2]"}, {"position_id": 1517, "txt": "LLM", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[1]/span[1]/font[11]/span/span"}, {"position_id": 1519, "txt": "）通过调用外部工具和服务获取实时信息，从而扩展其能力。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[1]/span[1]/font[12]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 7, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "MCP 的核心在于它能够将 AI 模型与各种外部资源（如数据源、工具、API 等）连接起来，让 AI 模型能够像使用“USB 接口”一样，即插即用地与这些资源进行交互。", "language": "chinese", "position": {"atoms": [{"position_id": 1521, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[1]/span[1]/font[13]/span/span"}, {"position_id": 1523, "txt": "的核心在于它能够将 ", "x": 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"/html/body/div[1]/div/div[1]/main/article/div/div/p[8]/span[1]/font[4]/span/span"}, {"position_id": 1724, "txt": "中的 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[8]/span[1]/font[5]/span/span"}, {"position_id": 1726, "txt": "AI ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[8]/span[1]/font[6]/span/span"}, {"position_id": 1728, "txt": "模型可以直接访问和操作本地文件。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[8]/span[1]/font[7]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 23, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "例如，用户可以让 AI 模型读取本地的文档、表格，进行数据分析和内容提取。", "language": "chinese", "position": {"atoms": [{"position_id": 1730, "txt": "例如，用户可以让 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[8]/span[1]/font[7]/span/span[2]"}, {"position_id": 1732, "txt": "AI ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[8]/span[1]/font[8]/span/span"}, {"position_id": 1734, "txt": "模型读取本地的文档、表格，进行数据分析和内容提取。", 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"Cherry Studio", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[11]/span[1]/font[6]/span/span"}, {"position_id": 1829, "txt": "，然后利用 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[11]/span[1]/font[7]/span/span"}, {"position_id": 1831, "txt": "AI ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[11]/span[1]/font[8]/span/span"}, {"position_id": 1833, "txt": "模型进行数据分析。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[11]/span[1]/font[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "分析结果可以通过可视化工具展示出来，帮助用户更好地理解数据。", "language": "chinese", "position": {"atoms": [{"position_id": 1834, "txt": "分析结果可以通过可视化工具展示出来，帮助用户更好地理解数据。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[11]/span[1]/font[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "（五）自动化任务", "language": "chinese", "position": {"atoms": [{"position_id": 1836, "txt": "（五）自动化任务", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[12]/b[1]/span/font/span/span"}]}, "tags": ["h2", "b"], "label": "title2", "web_segment_id": 30, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "Cherry Studio 与 MCP 的结合还可以实现自动化任务。", "language": "chinese", "position": {"atoms": [{"position_id": 1838, "txt": "Cherry Studio ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[1]/span/span"}, {"position_id": 1840, "txt": "与 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[2]/span/span"}, {"position_id": 1842, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[3]/span/span"}, {"position_id": 1844, "txt": "的结合还可以实现自动化任务。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[4]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "例如，用户可以配置 AI 模型定期从云端 API 获取数据，并自动更新本地文件或数据库。", "language": "chinese", "position": {"atoms": [{"position_id": 1846, "txt": "例如，用户可以配置 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[4]/span/span[2]"}, {"position_id": 1848, "txt": "AI ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[5]/span/span"}, {"position_id": 1850, "txt": "模型定期从云端 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[6]/span/span"}, {"position_id": 1852, "txt": "API ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[7]/span/span"}, {"position_id": 1854, "txt": "获取数据，并自动更新本地文件或数据库。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[12]/span[1]/font[8]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "这种自动化功能可以大大提高工作效率，减少人工干预。", "language": "chinese", "position": {"atoms": [{"position_id": 1855, "txt": 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"/html/body/div[1]/div/div[1]/main/article/div/div/h2[14]/b[1]/span/font[4]/span/span"}]}, "tags": ["h2", "b"], "label": "title2", "web_segment_id": 39, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "添加MCP 服务器：", "language": "chinese", "position": {"atoms": [{"position_id": 1903, "txt": "添加", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[17]/span[1]/font[1]/span/span"}, {"position_id": 1905, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[17]/span[1]/font[2]/span/span"}, {"position_id": 1907, "txt": "服务器：", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[17]/span[1]/font[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "打开 Cherry Studio，进入设置页面，找到“MCP 服务器”选项。", "language": "chinese", "position": {"atoms": [{"position_id": 1908, "txt": "打开 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[17]/span[1]/font[3]/span/span"}, {"position_id": 1910, "txt": "Cherry Studio", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[17]/span[1]/font[4]/span/span"}, {"position_id": 1912, "txt": "，进入设置页面，找到“", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[17]/span[1]/font[5]/span/span"}, {"position_id": 1914, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[17]/span[1]/font[6]/span/span"}, {"position_id": 1916, "txt": "服务器”选项。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[17]/span[1]/font[7]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3hJV6nwEW7zuynUb2152OF.png", "language": "chinese", "position": {"atoms": [{"position_id": 914, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3hJV6nwEW7zuynUb2152OF.png", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[4]/img"}]}, "tags": ["img"], 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"– 名称：", "language": "chinese", "position": {"atoms": [{"position_id": 1925, "txt": "– ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[19]/span[1]/font[1]/span/span"}, {"position_id": 1927, "txt": "名称：", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[19]/span[1]/font[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "`fetch-server`", "language": "chinese", "position": {"atoms": [{"position_id": 1929, "txt": "`fetch-server`", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[19]/span[1]/font[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "– 类型：", "language": "chinese", "position": {"atoms": [{"position_id": 1931, "txt": "– ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[20]/span[1]/font[1]/span/span"}, {"position_id": 1933, "txt": "类型：", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[20]/span[1]/font[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "`STDIO`", "language": "chinese", "position": {"atoms": [{"position_id": 1935, "txt": "`STDIO`", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[20]/span[1]/font[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "– 命令：", "language": "chinese", "position": {"atoms": [{"position_id": 1937, "txt": "– ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[21]/span[1]/font[1]/span/span"}, {"position_id": 1939, "txt": "命令：", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[21]/span[1]/font[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "`uvx`", "language": "chinese", "position": {"atoms": [{"position_id": 1941, "txt": "`uvx`", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[21]/span[1]/font[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "– 参数：", "language": "chinese", "position": {"atoms": [{"position_id": 1943, "txt": "– ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[22]/span[1]/font[1]/span/span"}, {"position_id": 1945, "txt": "参数：", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[22]/span[1]/font[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "`mcp-server-fetch`", "language": "chinese", "position": {"atoms": [{"position_id": 1947, "txt": "`mcp-server-fetch`", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[22]/span[1]/font[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "“确定”保存配置。", "language": "chinese", "position": {"atoms": [{"position_id": 1949, "txt": "“确定”保存配置。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[23]/span[1]/font[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "Cherry Studio 将自动下载所需的 MCP Server。", "language": "chinese", "position": {"atoms": [{"position_id": 1951, "txt": "Cherry Studio ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[23]/span[1]/font[3]/span/span"}, {"position_id": 1953, "txt": "将自动下载所需的 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[23]/span[1]/font[4]/span/span"}, {"position_id": 1955, "txt": "MCP Server", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[23]/span[1]/font[5]/span/span"}, {"position_id": 1957, "txt": "。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[23]/span[1]/font[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4q1MND2nPlWO3kdIyhXrkDB.png", "language": "chinese", "position": {"atoms": [{"position_id": 1006, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4q1MND2nPlWO3kdIyhXrkDB.png", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[5]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 48, "global_sentence_id": 92, "edu_l1_label": "EDU_O"}, {"txt": "安装相关依赖工具，按照提醒安装UV和Bun", "language": "chinese", "position": {"atoms": [{"position_id": 1959, "txt": "安装相关依赖工具，按照提醒安装", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[24]/span[1]/font[1]/span/span"}, {"position_id": 1961, "txt": "UV", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[24]/span[1]/font[2]/span/span"}, {"position_id": 1963, "txt": "和", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[24]/span[1]/font[3]/span/span"}, {"position_id": 1965, "txt": "Bun", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[24]/span[1]/font[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/WfNof2Y0oy92Q9Ii92SAqyG.png", "language": "chinese", "position": {"atoms": [{"position_id": 1024, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/WfNof2Y0oy92Q9Ii92SAqyG.png", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[6]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 50, "global_sentence_id": 94, "edu_l1_label": "EDU_O"}, {"txt": "2. 启用 MCP 服务", "language": "chinese", "position": {"atoms": [{"position_id": 1967, "txt": "2. ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[15]/b[1]/span/font[1]/span/span"}, {"position_id": 1969, "txt": "启用 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[15]/b[1]/span/font[2]/span/span"}, {"position_id": 1971, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[15]/b[1]/span/font[3]/span/span"}, {"position_id": 1973, "txt": "服务", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[15]/b[1]/span/font[4]/span/span"}]}, "tags": ["b", "h2"], "label": "title2", "web_segment_id": 51, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "在聊天框中启用MCP 服务需要满足以下条件：", "language": "chinese", "position": {"atoms": [{"position_id": 1975, "txt": "在聊天框中启用", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[25]/span[1]/font[1]/span/span"}, {"position_id": 1977, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[25]/span[1]/font[2]/span/span"}, {"position_id": 1979, "txt": "服务需要满足以下条件：", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[25]/span[1]/font[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "– 使用支持函数调用的模型（模型名字后会出现扳手符号）。", "language": "chinese", "position": {"atoms": [{"position_id": 1981, "txt": "– ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[26]/span[1]/font[1]/span/span"}, {"position_id": 1983, "txt": "使用支持函数调用的模型（模型名字后会出现扳手符号）。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[26]/span[1]/font[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "– 已成功添加 MCP 服务器。", "language": "chinese", "position": {"atoms": [{"position_id": 1985, "txt": "– ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[27]/span[1]/font[1]/span/span"}, {"position_id": 1987, "txt": "已成功添加 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[27]/span[1]/font[2]/span/span"}, {"position_id": 1989, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[27]/span[1]/font[3]/span/span"}, {"position_id": 1991, "txt": "服务器。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[27]/span[1]/font[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2CX3uZ1sygHZ3mmzsj3znBUL.png", "language": "chinese", "position": {"atoms": [{"position_id": 1085, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2CX3uZ1sygHZ3mmzsj3znBUL.png", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[7]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 55, "global_sentence_id": 99, "edu_l1_label": "EDU_O"}, {"txt": "启用后，可以在聊天框中直接使用MCP 功能，例如通过 Fetch 工具抓取网页内容。", "language": "chinese", "position": {"atoms": [{"position_id": 1993, "txt": "启用后，可以在聊天框中直接使用", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[28]/span[1]/font[1]/span/span"}, {"position_id": 1995, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[28]/span[1]/font[2]/span/span"}, {"position_id": 1997, "txt": "功能，例如通过 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[28]/span[1]/font[3]/span/span"}, {"position_id": 1999, "txt": "Fetch ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[28]/span[1]/font[4]/span/span"}, {"position_id": 2001, "txt": "工具抓取网页内容。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[28]/span[1]/font[5]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "3. 使用 Fetch 工具抓取网页内容", "language": "chinese", "position": {"atoms": [{"position_id": 2003, "txt": "3. ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[16]/b[1]/span/font[1]/span/span"}, {"position_id": 2005, "txt": "使用 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[16]/b[1]/span/font[2]/span/span"}, {"position_id": 2007, "txt": "Fetch ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[16]/b[1]/span/font[3]/span/span"}, {"position_id": 2009, "txt": "工具抓取网页内容", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/h2[16]/b[1]/span/font[4]/span/span"}]}, "tags": ["b", "h2"], "label": "title2", "web_segment_id": 57, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "在聊天框中输入指令，例如：", "language": "chinese", "position": {"atoms": [{"position_id": 2011, "txt": "在聊天框中输入指令，例如：", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[29]/span[1]/font[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "“请从 [网页链接] 获取最新内容并总结”。", "language": "chinese", "position": {"atoms": [{"position_id": 2013, "txt": "“请从 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[29]/span[1]/font[2]/span/span"}, {"position_id": 2015, "txt": "[", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[29]/span[1]/font[3]/span/span"}, {"position_id": 2017, "txt": "网页链接", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[29]/span[1]/font[4]/span/span"}, {"position_id": 2019, "txt": "] ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[29]/span[1]/font[5]/span/span"}, {"position_id": 2021, "txt": "获取最新内容并总结”。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[29]/span[1]/font[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "如果配置成功，AI 将从指定网页抓取内容并返回总结。", "language": "chinese", "position": {"atoms": [{"position_id": 2023, "txt": "如果配置成功，", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[30]/span[1]/font[1]/span/span"}, {"position_id": 2025, "txt": "AI ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[30]/span[1]/font[2]/span/span"}, {"position_id": 2027, "txt": "将从指定网页抓取内容并返回总结。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[30]/span[1]/font[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "效果如下：", "language": "chinese", "position": {"atoms": [{"position_id": 2028, "txt": "效果如下：", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[30]/span[1]/font[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/QPOaK4mh07p3yQqN4VoTNs.png", "language": "chinese", "position": {"atoms": [{"position_id": 1161, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/QPOaK4mh07p3yQqN4VoTNs.png", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/section[8]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 60, "global_sentence_id": 106, "edu_l1_label": "EDU_O"}, {"txt": "4. 使用 Filesystem 工具操作本地文件", "language": "chinese", "position": {"atoms": [{"position_id": 2030, "txt": "4. ", "x": 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"/html/body/div[1]/div/div[1]/main/article/div/div/section[13]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 72, "global_sentence_id": 124, "edu_l1_label": "EDU_O"}, {"txt": "打开文件，你会发现已成功在C:", "language": "chinese", "position": {"atoms": [{"position_id": 2101, "txt": "打开文件，你会发现已成功在", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[37]/span[1]/font[1]/span/span"}, {"position_id": 2103, "txt": "C:", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[37]/span[1]/font[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "\\Users\\Administrator\\Desktop\\test路径下创建名为‘mcp学习笔记’的txt文件。", "language": "chinese", "position": {"atoms": [{"position_id": 2104, "txt": "\\Users\\Administrator\\Desktop\\test", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[37]/span[1]/font[2]/span/span"}, {"position_id": 2106, "txt": "路径下创建名为‘", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[37]/span[1]/font[3]/span/span"}, {"position_id": 2108, "txt": "mcp", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[37]/span[1]/font[4]/span/span"}, {"position_id": 2110, "txt": "学习笔记’的", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[37]/span[1]/font[5]/span/span"}, {"position_id": 2112, "txt": "txt", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[37]/span[1]/font[6]/span/span"}, {"position_id": 2114, "txt": "文件。", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[37]/span[1]/font[7]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "其他更多MCP服务可查看：", "language": "chinese", "position": {"atoms": [{"position_id": 2116, "txt": "其他更多", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[38]/span[1]/font[1]/span/span"}, {"position_id": 2118, "txt": "MCP", "x": 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"BOS"}, {"txt": "MCP 协议是 AI 开发领域的一项重要创新，它通过统一的接口连接 AI 模型与各种资源，实现了“即插即用”的开发体验。", "language": "chinese", "position": {"atoms": [{"position_id": 2126, "txt": "MCP ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[39]/span[1]/font[1]/span/span"}, {"position_id": 2128, "txt": "协议是 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[39]/span[1]/font[2]/span/span"}, {"position_id": 2130, "txt": "AI ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[39]/span[1]/font[3]/span/span"}, {"position_id": 2132, "txt": "开发领域的一项重要创新，它通过统一的接口连接 ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[39]/span[1]/font[4]/span/span"}, {"position_id": 2134, "txt": "AI ", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[39]/span[1]/font[5]/span/span"}, {"position_id": 2136, "txt": "模型与各种资源，实现了“", "x": "/html/body/div[1]/div/div[1]/main/article/div/div/p[39]/span[1]/font[6]/span/span[1]"}, {"position_id": 2138, "txt": "即插即用", "x": 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# 2025AI开发新范式：Cherry Studio × MCP如何实现”思考即执行”？【附保姆教程】 ## 一、总体概述 ### （一）什么是MCP？ ### （二）Cherry Studio 简介 ### （三）Cherry Studio 与 MCP 的融合 ## 二、技术优势 ### （一）即插即用 ### （二）热插拔 ### （三）统一接口 ### （四）高效的数据交互 ## 三、应用场景 ### （一）本地文件操作 ### （二）网页数据抓取 ### （三）云端API 调用 ### （四）数据分析与可视化 ### （五）自动化任务 ## 四、实战体验 ### 1. 安装MCP服务器 ### 2. 配置 MCP服务器 ### 2. 启用 MCP 服务 ### 3. 使用 Fetch 工具抓取网页内容 ### 4. 使用 Filesystem 工具操作本地文件 ## 总结
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"txt": "重大事项要及时按程序向党中央、国务院请示报告。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 77, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "（二十）加强风险管控。", "language": "chinese", "position": {"atoms": [{"position_id": 425, "txt": "（二十）加强风险管控。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 78, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "压实金融机构风险管理主体责任，坚持自主决策、自担风险，因地制宜、循序渐进，避免“运动式”、“一刀切”的工作方式造成资源配置扭曲。", "language": "chinese", "position": {"atoms": [{"position_id": 427, "txt": "压实金融机构风险管理主体责任，坚持自主决策、自担风险，因地制宜、循序渐进，避免“运动式”、“一刀切”的工作方式造成资源配置扭曲。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 78, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "全面强化金融监管，提高监管科技水平。", "language": "chinese", "position": {"atoms": [{"position_id": 428, "txt": "全面强化金融监管，提高监管科技水平。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 78, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "各地区、各有关部门要深化合作、同向发力，密切监测和及时处置相关领域风险。", "language": "chinese", "position": {"atoms": [{"position_id": 429, "txt": "各地区、各有关部门要深化合作、同向发力，密切监测和及时处置相关领域风险。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 78, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "健全具有硬约束的金融风险早期纠正机制，对风险早识别、早预警、早暴露、早处置。", "language": "chinese", "position": {"atoms": [{"position_id": 430, "txt": "健全具有硬约束的金融风险早期纠正机制，对风险早识别、早预警、早暴露、早处置。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 78, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "国务院办公厅 ", "language": "chinese", "position": {"atoms": [{"position_id": 432, "txt": "国务院办公厅 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[27]"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 141, "edu_l1_label": "EDU_O"}, {"txt": "2025年3月2日", "language": "chinese", "position": {"atoms": [{"position_id": 434, "txt": "2025年3月2日", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[28]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 142, "edu_l1_label": "EDU_O"}, {"txt": "（此件公开发布）", "language": "chinese", "position": {"atoms": [{"position_id": 436, "txt": "（此件公开发布）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 143, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4eAxW31kbtHV2i17JW4eHDWM.png", "language": "chinese", "position": {"atoms": 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{"txt": "核　校 | 谈思宇", "language": "chinese", "position": {"atoms": [{"position_id": 442, "txt": "核　校 | 谈思宇", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[30]/section/section/section[3]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 85, "global_sentence_id": 147, "edu_l1_label": "EDU_O"}, {"txt": " 瞭望 ", "language": "chinese", "position": {"atoms": [{"position_id": 444, "txt": "\n 瞭望 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 103, "global_sentence_id": 148, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 全文｜国务院办公厅印发《关于做好金融“五篇大文章”的指导意见》 ## 一、总体要求 ## 二、金融“五篇大文章”重点领域和主要着力点 ## 三、提升金融机构服务能力和支持强度 ## 四、强化金融市场和基础设施服务功能 ## 五、加强政策引导和配套支撑 ## 六、加强组织协调和风险管控
6b27939d-5d5b-42ab-961c-8db9da18258d
web
test/raw_web_htmls/6b27939d-5d5b-42ab-961c-8db9da18258d.html
https://mp.weixin.qq.com/s/ePG4M_9wlSu_7sa0pWuIGQ
{"entry_id": "6b27939d-5d5b-42ab-961c-8db9da18258d", "infos": [{"txt": "心理学科普：", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "心理学科普：", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "强迫性人格障碍（完美主义虽是枷锁，也有解法）", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "强迫性人格障碍（完美主义虽是枷锁，也有解法）", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": " 心理学科普：", "language": "chinese", "position": {"atoms": [{"position_id": 722, "txt": "\n \n心理学科普：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "强迫性人格障碍（完美主义虽是枷锁，也有解法） ", "language": "chinese", "position": {"atoms": [{"position_id": 723, "txt": "强迫性人格障碍（完美主义虽是枷锁，也有解法）\n ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 3, "edu_l1_label": "BOT"}, {"txt": "曾经我怀孕的时候，我对洗手和关门有着严重的重复性行为，总觉得手一定要洗很多遍才洗的很干净，明明关了门但总是会折返回去再检查，在收拾归纳方面也表现出了[强迫性行为]的一些症状。", "language": "chinese", "position": {"atoms": [{"position_id": 725, "txt": "曾经我怀孕的时候，我对洗手和关门有着严重的重复性行为，总觉得手一定要洗很多遍才洗的很干净，明明关了门但总是会折返回去再检查，在收拾归纳方面也表现出了[强迫性行为]的一些症状。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[1]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 4, "edu_l1_label": "BOS"}, {"txt": "但后来，生完孩子我就没有这样的行为和感受了。", "language": "chinese", "position": {"atoms": [{"position_id": 726, "txt": "但后来，生完孩子我就没有这样的行为和感受了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[1]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 5, "edu_l1_label": "IOS"}, {"txt": "在工作中，我曾经的老板也是超级工作狂，总是深夜加班，事事亲为，觉得凡事自己要参与了才放心。", "language": "chinese", "position": {"atoms": [{"position_id": 728, "txt": "在工作中，我曾经的老板也是超级工作狂，总是深夜加班，事事亲为，觉得凡事自己要参与了才放心。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[1]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "那会儿，[强迫症]这一术语也进入了大众的视野，但我对此了解的并不深入。", "language": "chinese", "position": {"atoms": [{"position_id": 729, "txt": "那会儿，[强迫症]这一术语也进入了大众的视野，但我对此了解的并不深入。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[1]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "后来，在心理学的学习中我了解到[强迫性人格障碍]（Obsessive-Compulsive Personality Disorder, OCPD），并且会在青少年时期有迹象出现，才对[强迫性人格障碍]和[强迫症]有了更进一步的了解和区分。", "language": "chinese", "position": {"atoms": [{"position_id": 731, "txt": "后来，在心理学的学习中我了解到[强迫性人格障碍]（Obsessive-Compulsive Personality Disorder, OCPD），并且会在青少年时期有迹象出现，才对[强迫性人格障碍]和[强迫症]有了更进一步的了解和区分。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[1]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2QBQae2RVqVQ4EP2wO3rjOQb.png", "language": "chinese", "position": {"atoms": [{"position_id": 61, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2QBQae2RVqVQ4EP2wO3rjOQb.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[1]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 42, "global_sentence_id": 9, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4pUNX13SvmtM3apPJg1dbFSX.png", "language": "chinese", "position": {"atoms": [{"position_id": 72, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4pUNX13SvmtM3apPJg1dbFSX.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/section/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 43, "global_sentence_id": 10, "edu_l1_label": "EDU_O"}, {"txt": "强迫性人格障碍是一种以过度追求完美、极端的条理性和强烈的控制欲为核心特征的人格障碍。", "language": "chinese", "position": {"atoms": [{"position_id": 733, "txt": "强迫性人格障碍是一种以过度追求完美、极端的条理性和强烈的控制欲为核心特征的人格障碍。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[3]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "和强迫症（OCD）主要的区别在于，OCPD并不觉得自己的行为有问题，反而认为这种“高度自律”是正确且必要的。", "language": "chinese", "position": {"atoms": [{"position_id": 734, "txt": "和强迫症（OCD）主要的区别在于，OCPD并不觉得自己的行为有问题，反而认为这种“高度自律”是正确且必要的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[3]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "<table <table style=\"border-collapse:collapse;border:none;mso-border-left-alt:0.5000pt solid windowtext;mso-border-top-alt:0.5000pt solid windowtext;mso-border-right-alt:0.5000pt solid windowtext;mso-border-bottom-alt:0.5000pt solid windowtext;mso-border-insideh:0.5000pt solid windowtext;mso-border-insidev:0.5000pt solid windowtext;mso-padding-alt:0.0000pt 5.4000pt 0.0000pt 5.4000pt;width:629px;\" position_id=\"76\"><tbody position_id=\"77\"><tr position_id=\"78\"><td data-colwidth=\"105\" style=\"padding: 0pt 5.4pt;border-width: 1pt;border-style: solid;border-color: windowtext;\" valign=\"top\" width=\"105\" position_id=\"79\"><p style=\"text-align: center;\" position_id=\"80\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"81\"><font face=\"宋体\" position_id=\"82\"><span leaf=\"\" position_id=\"83\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"84\">特点</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"85\"><o:p position_id=\"86\"/></span></p></td><td data-colwidth=\"286\" style=\"padding: 0pt 5.4pt;border-width: 1pt;border-style: solid;border-color: windowtext;\" valign=\"top\" width=\"286\" position_id=\"87\"><p style=\"text-align: center;\" position_id=\"88\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"89\"><font face=\"宋体\" position_id=\"90\"><span leaf=\"\" position_id=\"91\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"92\">强迫性人格障碍（</span></span></font><font face=\"Calibri\" position_id=\"93\"><span leaf=\"\" position_id=\"94\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"95\">OCPD</span></span></font><font face=\"宋体\" position_id=\"96\"><span leaf=\"\" position_id=\"97\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"98\">）</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"99\"><o:p position_id=\"100\"/></span></p></td><td data-colwidth=\"238\" style=\"padding: 0pt 5.4pt;border-width: 1pt;border-style: solid;border-color: windowtext;\" valign=\"top\" width=\"238\" position_id=\"101\"><p style=\"text-align: center;\" position_id=\"102\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"103\"><font face=\"宋体\" position_id=\"104\"><span leaf=\"\" position_id=\"105\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"106\">强迫症（</span></span></font><font face=\"Calibri\" position_id=\"107\"><span leaf=\"\" position_id=\"108\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"109\">OCD</span></span></font><font face=\"宋体\" position_id=\"110\"><span leaf=\"\" position_id=\"111\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"112\">）</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"113\"><o:p position_id=\"114\"/></span></p></td></tr><tr position_id=\"115\"><td data-colwidth=\"105\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"105\" position_id=\"116\"><p style=\"text-align: center;\" position_id=\"117\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"118\"><font face=\"宋体\" position_id=\"119\"><span leaf=\"\" position_id=\"120\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"121\">核心特征</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"122\"><o:p position_id=\"123\"/></span></p></td><td data-colwidth=\"286\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"286\" position_id=\"124\"><p position_id=\"125\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"126\"><font face=\"宋体\" position_id=\"127\"><span leaf=\"\" position_id=\"128\">遵守秩序、追求完美、控制欲强</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"129\"><o:p position_id=\"130\"/></span></p></td><td data-colwidth=\"238\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"238\" position_id=\"131\"><p position_id=\"132\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"133\"><font face=\"宋体\" position_id=\"134\"><span leaf=\"\" position_id=\"135\">反复的强迫思维和强迫行为</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"136\"><o:p position_id=\"137\"/></span></p><p position_id=\"138\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"139\"><o:p position_id=\"140\"><span leaf=\"\" position_id=\"141\"> </span></o:p></span></p></td></tr><tr position_id=\"142\"><td data-colwidth=\"105\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"105\" position_id=\"143\"><p style=\"text-align: center;\" position_id=\"144\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"145\"><font face=\"宋体\" position_id=\"146\"><span leaf=\"\" position_id=\"147\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"148\">自我认知</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"149\"><o:p position_id=\"150\"/></span></p></td><td data-colwidth=\"286\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"286\" position_id=\"151\"><p position_id=\"152\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"153\"><font face=\"宋体\" position_id=\"154\"><span leaf=\"\" position_id=\"155\">认为自己的行为是</span></font><font face=\"宋体\" position_id=\"156\"><span leaf=\"\" position_id=\"157\">“正确的”“应该的”</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"158\"><o:p position_id=\"159\"/></span></p></td><td data-colwidth=\"238\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"238\" position_id=\"160\"><p position_id=\"161\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"162\"><font face=\"宋体\" position_id=\"163\"><span leaf=\"\" position_id=\"164\">认为自己的强迫行为</span></font><font face=\"宋体\" position_id=\"165\"><span leaf=\"\" position_id=\"166\">“没有道理”但无法控制</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"167\"><o:p position_id=\"168\"/></span></p></td></tr><tr position_id=\"169\"><td data-colwidth=\"105\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"105\" position_id=\"170\"><p style=\"text-align: center;\" position_id=\"171\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"172\"><font face=\"宋体\" position_id=\"173\"><span leaf=\"\" position_id=\"174\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"175\">情感体验</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"176\"><o:p position_id=\"177\"/></span></p></td><td data-colwidth=\"286\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"286\" position_id=\"178\"><p position_id=\"179\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"180\"><font face=\"宋体\" position_id=\"181\"><span leaf=\"\" position_id=\"182\">以</span></font><font face=\"宋体\" position_id=\"183\"><span leaf=\"\" position_id=\"184\">“紧张、担忧”为主</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"185\"><o:p position_id=\"186\"/></span></p></td><td data-colwidth=\"238\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"238\" position_id=\"187\"><p position_id=\"188\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"189\"><font face=\"宋体\" position_id=\"190\"><span leaf=\"\" position_id=\"191\">以</span></font><font face=\"宋体\" position_id=\"192\"><span leaf=\"\" position_id=\"193\">“焦虑、恐惧”为主</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"194\"><o:p position_id=\"195\"/></span></p></td></tr></tbody></table>", "language": "chinese", "position": {"atoms": [{"position_id": 76, "txt": "<table <table style=\"border-collapse:collapse;border:none;mso-border-left-alt:0.5000pt solid windowtext;mso-border-top-alt:0.5000pt solid windowtext;mso-border-right-alt:0.5000pt solid windowtext;mso-border-bottom-alt:0.5000pt solid windowtext;mso-border-insideh:0.5000pt solid windowtext;mso-border-insidev:0.5000pt solid windowtext;mso-padding-alt:0.0000pt 5.4000pt 0.0000pt 5.4000pt;width:629px;\" position_id=\"76\"><tbody position_id=\"77\"><tr position_id=\"78\"><td data-colwidth=\"105\" style=\"padding: 0pt 5.4pt;border-width: 1pt;border-style: solid;border-color: windowtext;\" valign=\"top\" width=\"105\" position_id=\"79\"><p style=\"text-align: center;\" position_id=\"80\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"81\"><font face=\"宋体\" position_id=\"82\"><span leaf=\"\" position_id=\"83\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"84\">特点</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"85\"><o:p position_id=\"86\"/></span></p></td><td data-colwidth=\"286\" style=\"padding: 0pt 5.4pt;border-width: 1pt;border-style: solid;border-color: windowtext;\" valign=\"top\" width=\"286\" position_id=\"87\"><p style=\"text-align: center;\" position_id=\"88\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"89\"><font face=\"宋体\" position_id=\"90\"><span leaf=\"\" position_id=\"91\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"92\">强迫性人格障碍（</span></span></font><font face=\"Calibri\" position_id=\"93\"><span leaf=\"\" position_id=\"94\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"95\">OCPD</span></span></font><font face=\"宋体\" position_id=\"96\"><span leaf=\"\" position_id=\"97\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"98\">）</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"99\"><o:p position_id=\"100\"/></span></p></td><td data-colwidth=\"238\" style=\"padding: 0pt 5.4pt;border-width: 1pt;border-style: solid;border-color: windowtext;\" valign=\"top\" width=\"238\" position_id=\"101\"><p style=\"text-align: center;\" position_id=\"102\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"103\"><font face=\"宋体\" position_id=\"104\"><span leaf=\"\" position_id=\"105\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"106\">强迫症（</span></span></font><font face=\"Calibri\" position_id=\"107\"><span leaf=\"\" position_id=\"108\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"109\">OCD</span></span></font><font face=\"宋体\" position_id=\"110\"><span leaf=\"\" position_id=\"111\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"112\">）</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"113\"><o:p position_id=\"114\"/></span></p></td></tr><tr position_id=\"115\"><td data-colwidth=\"105\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"105\" position_id=\"116\"><p style=\"text-align: center;\" position_id=\"117\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"118\"><font face=\"宋体\" position_id=\"119\"><span leaf=\"\" position_id=\"120\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"121\">核心特征</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"122\"><o:p position_id=\"123\"/></span></p></td><td data-colwidth=\"286\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"286\" position_id=\"124\"><p position_id=\"125\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"126\"><font face=\"宋体\" position_id=\"127\"><span leaf=\"\" position_id=\"128\">遵守秩序、追求完美、控制欲强</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"129\"><o:p position_id=\"130\"/></span></p></td><td data-colwidth=\"238\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"238\" position_id=\"131\"><p position_id=\"132\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"133\"><font face=\"宋体\" position_id=\"134\"><span leaf=\"\" position_id=\"135\">反复的强迫思维和强迫行为</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"136\"><o:p position_id=\"137\"/></span></p><p position_id=\"138\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"139\"><o:p position_id=\"140\"><span leaf=\"\" position_id=\"141\"> </span></o:p></span></p></td></tr><tr position_id=\"142\"><td data-colwidth=\"105\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"105\" position_id=\"143\"><p style=\"text-align: center;\" position_id=\"144\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"145\"><font face=\"宋体\" position_id=\"146\"><span leaf=\"\" position_id=\"147\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"148\">自我认知</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"149\"><o:p position_id=\"150\"/></span></p></td><td data-colwidth=\"286\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"286\" position_id=\"151\"><p position_id=\"152\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"153\"><font face=\"宋体\" position_id=\"154\"><span leaf=\"\" position_id=\"155\">认为自己的行为是</span></font><font face=\"宋体\" position_id=\"156\"><span leaf=\"\" position_id=\"157\">“正确的”“应该的”</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"158\"><o:p position_id=\"159\"/></span></p></td><td data-colwidth=\"238\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"238\" position_id=\"160\"><p position_id=\"161\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"162\"><font face=\"宋体\" position_id=\"163\"><span leaf=\"\" position_id=\"164\">认为自己的强迫行为</span></font><font face=\"宋体\" position_id=\"165\"><span leaf=\"\" position_id=\"166\">“没有道理”但无法控制</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"167\"><o:p position_id=\"168\"/></span></p></td></tr><tr position_id=\"169\"><td data-colwidth=\"105\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"105\" position_id=\"170\"><p style=\"text-align: center;\" position_id=\"171\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"172\"><font face=\"宋体\" position_id=\"173\"><span leaf=\"\" position_id=\"174\"><span style=\"font-weight: bold;\" textstyle=\"\" position_id=\"175\">情感体验</span></span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"176\"><o:p position_id=\"177\"/></span></p></td><td data-colwidth=\"286\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"286\" position_id=\"178\"><p position_id=\"179\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"180\"><font face=\"宋体\" position_id=\"181\"><span leaf=\"\" position_id=\"182\">以</span></font><font face=\"宋体\" position_id=\"183\"><span leaf=\"\" position_id=\"184\">“紧张、担忧”为主</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"185\"><o:p position_id=\"186\"/></span></p></td><td data-colwidth=\"238\" style=\"padding: 0pt 5.4pt;border-left: 1pt solid windowtext;border-right: 1pt solid windowtext;border-top: none;border-bottom: 1pt solid windowtext;\" valign=\"top\" width=\"238\" position_id=\"187\"><p position_id=\"188\"><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"189\"><font face=\"宋体\" position_id=\"190\"><span leaf=\"\" position_id=\"191\">以</span></font><font face=\"宋体\" position_id=\"192\"><span leaf=\"\" position_id=\"193\">“焦虑、恐惧”为主</span></font></span><span style=\"font-family:宋体;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&apos;Times New Roman&apos;;font-size:10.5000pt;mso-font-kerning:1.0000pt;\" position_id=\"194\"><o:p position_id=\"195\"/></span></p></td></tr></tbody></table>", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[3]/table"}]}, "tags": ["table"], "label": "table", "web_segment_id": 45, "global_sentence_id": 13, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/gvLIq1LkS2v37Ar6D20xuBg.png", "language": "chinese", "position": {"atoms": [{"position_id": 197, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/gvLIq1LkS2v37Ar6D20xuBg.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[3]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 46, "global_sentence_id": 14, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4zWeMg1xLxXD4wTeqH2dcuhb.png", "language": "chinese", "position": {"atoms": [{"position_id": 208, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4zWeMg1xLxXD4wTeqH2dcuhb.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[4]/section[1]/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 47, "global_sentence_id": 15, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Js9LK4amfLPtxhh92MvTqc.png", "language": "chinese", "position": {"atoms": [{"position_id": 214, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Js9LK4amfLPtxhh92MvTqc.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[4]/section[2]/section/section[1]/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 48, "global_sentence_id": 16, "edu_l1_label": "EDU_O"}, {"txt": "强迫性人格障碍的内在体验：", "language": "chinese", "position": {"atoms": [{"position_id": 736, "txt": "强迫性人格障碍的内在体验：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[4]/section[2]/section/section[2]/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 49, "global_sentence_id": 17, "edu_l1_label": "BOS"}, {"txt": "他们在想什么？", "language": "chinese", "position": {"atoms": [{"position_id": 737, "txt": "他们在想什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[4]/section[2]/section/section[2]/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 49, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Js9LK4amfLPtxhh92MvTqc.png", "language": "chinese", "position": {"atoms": [{"position_id": 223, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Js9LK4amfLPtxhh92MvTqc.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[4]/section[2]/section/section[3]/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 50, "global_sentence_id": 19, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3FbNm82Nyn1a24tRH1jHGAt.png", "language": "chinese", "position": {"atoms": [{"position_id": 227, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3FbNm82Nyn1a24tRH1jHGAt.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[4]/section[3]/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 51, "global_sentence_id": 20, "edu_l1_label": "EDU_O"}, {"txt": "1. “如果不做到完美，一切就会出错。”", "language": "chinese", "position": {"atoms": [{"position_id": 739, "txt": "1.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[2]/strong/span[1]/span"}, {"position_id": 741, "txt": " “如果不做到完美，一切就会出错。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[2]/strong/span[2]"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 52, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "OCPD个体往往对“错误”有强烈的焦虑。", "language": "chinese", "position": {"atoms": [{"position_id": 743, "txt": "OCPD个体往往对“错误”有强烈的焦虑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "他们会反复检查细节、重新确认任务，深信“只要我把每个环节都控制好，事情就不会出问题”。", "language": "chinese", "position": {"atoms": [{"position_id": 744, "txt": "他们会反复检查细节、重新确认任务，深信“只要我把每个环节都控制好，事情就不会出问题”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "▶ 比如在准备一场汇报时，OCPD个体可能会一遍遍修改PPT，连每个标题的字号、颜色、间距都要确保“完美无缺”，否则会感到强烈的不安。", "language": "chinese", "position": {"atoms": [{"position_id": 746, "txt": "▶ 比如在准备一场汇报时，OCPD个体可能会一遍遍修改PPT，连每个标题的字号、颜色、间距都要确保“完美无缺”，否则会感到强烈的不安。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "内在体验：", "language": "chinese", "position": {"atoms": [{"position_id": 748, "txt": "内在体验：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "“如果我不亲自检查，这件事肯定会出问题。”", "language": "chinese", "position": {"atoms": [{"position_id": 749, "txt": "“如果我不亲自检查，这件事肯定会出问题。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "2. “只有遵守规则，事情才是可控的。”", "language": "chinese", "position": {"atoms": [{"position_id": 751, "txt": "2.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[7]/span/strong/span"}, {"position_id": 753, "txt": " “只有遵守规则，事情才是可控的。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[7]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 56, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "OCPD个体往往对秩序、条理有强烈执着，甚至发展出自己的一套“规则体系”，并强烈希望他人也遵守。", "language": "chinese", "position": {"atoms": [{"position_id": 755, "txt": "OCPD个体往往对秩序、条理有强烈执着，甚至发展出自己的一套“规则体系”，并强烈希望他人也遵守。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "▶ 比如他们可能规定洗碗时必须按“碗→盘→锅”这个顺序清洗，稍有偏差便会产生焦虑。", "language": "chinese", "position": {"atoms": [{"position_id": 757, "txt": "▶ 比如他们可能规定洗碗时必须按“碗→盘→锅”这个顺序清洗，稍有偏差便会产生焦虑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[9]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "内在体验：", "language": "chinese", "position": {"atoms": [{"position_id": 759, "txt": "内在体验：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[10]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "“如果事情没按照我的方式来做，肯定会乱套。”", "language": "chinese", "position": {"atoms": [{"position_id": 760, "txt": "“如果事情没按照我的方式来做，肯定会乱套。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[10]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "3. “如果我放松下来，一切都会失控。”", "language": "chinese", "position": {"atoms": [{"position_id": 762, "txt": "3. ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[12]/span/strong/span"}, {"position_id": 764, "txt": "“如果我放松下来，一切都会失控。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[12]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 60, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "OCPD个体往往对“放松”持谨慎甚至排斥的态度，认为享受当下是一种“浪费”或“失控”的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 766, "txt": "OCPD个体往往对“放松”持谨慎甚至排斥的态度，认为享受当下是一种“浪费”或“失控”的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "▶ 比如即便在度假期间，他们也可能不断提醒自己：", "language": "chinese", "position": {"atoms": [{"position_id": 768, "txt": "▶ 比如即便在度假期间，他们也可能不断提醒自己：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "“别闲着，去读点专业书吧，不然时间浪费了。”", "language": "chinese", "position": {"atoms": [{"position_id": 769, "txt": "“别闲着，去读点专业书吧，不然时间浪费了。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "内在体验：", "language": "chinese", "position": {"atoms": [{"position_id": 771, "txt": "内在体验：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[15]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "“我如果不时刻努力，我就会失败。”", "language": "chinese", "position": {"atoms": [{"position_id": 772, "txt": "“我", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[15]/span[1]"}, {"position_id": 774, "txt": "如果不时刻努力，我就会失败。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[15]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "4. “我必须控制情绪，不能显得软弱。”", "language": "chinese", "position": {"atoms": [{"position_id": 776, "txt": "4. ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[17]/strong/span/span"}, {"position_id": 778, "txt": "“我必须控制情绪，不能显得软弱。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[17]/strong/span/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 64, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "OCPD个体常难以表达柔软、脆弱的情感，认为情绪表达是“不理性”或“低效”的。", "language": "chinese", "position": {"atoms": [{"position_id": 780, "txt": "OCPD个体常难以表达柔软、脆弱的情感，认为情绪表达是“不理性”或“低效”的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[18]/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "▶  比如即便内心感到孤独、焦虑，OCPD个体也可能选择以“埋头苦干”来缓解情绪。", "language": "chinese", "position": {"atoms": [{"position_id": 782, "txt": "▶  比如即便内心感到孤独、焦虑，OCPD个体也可能选择以“埋头苦干”来缓解情绪。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "内在体验：", "language": "chinese", "position": {"atoms": [{"position_id": 784, "txt": "内在体验：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "“表达情绪=软弱，只有冷静才能让我安全。”", "language": "chinese", "position": {"atoms": [{"position_id": 785, "txt": "“表达情绪=软弱，只有冷静才能让我安全。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/p[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3no7ve3g6b6e3Yh7vQOvYl4.png", "language": "chinese", "position": {"atoms": [{"position_id": 290, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3no7ve3g6b6e3Yh7vQOvYl4.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[5]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 68, "global_sentence_id": 43, "edu_l1_label": "EDU_O"}, {"txt": "正是因为存在以上或者类似的核心信念，OCPD在他人看来是有非常典型的表现的，比如完美主义倾向，做事追求极致、容忍度极低，常常不断修改细节，不允许出现瑕疵，因而对细节、规则和条理过度关注，尤其在时间管理、计划制定等方面，也导致做事效率大大下降，甚至影响到社交和家庭生活。", "language": "chinese", "position": {"atoms": [{"position_id": 787, "txt": "正是因为存在以上或者类似的核心信念，OCPD在他人看来是有非常典型的表现的，比如完美主义倾向，做事追求极致、容忍度极低，常常不断修改细节，不允许出现瑕疵，因而对细节、规则和条理过度关注，尤其在时间管理、计划制定等方面，也导致做事效率大大下降，甚至影响到社交和家庭生活。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[6]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "同时，OCPD也会不自觉地以同样的高标准要求他人，比如表现地挑剔、固执、缺乏同理心等，再加上关注点在[完成任务]上，也往往会忽略他人的情感需求。", "language": "chinese", "position": {"atoms": [{"position_id": 789, "txt": "同时，OCPD也会不自觉地以同样的高标准要求他人，比如表现地挑剔、固执、缺乏同理心等，再加上关注点在[完成任务]上，也往往会忽略他人的情感需求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[6]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "而自身可能因为过度的责任心为他人承担不属于自己的责任，也会让自己感到疲惫。", "language": "chinese", "position": {"atoms": [{"position_id": 790, "txt": "而自身可能因为过度的责任心为他人承担不属于自己的责任，也会让自己感到疲惫。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[6]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/LPVBL3dZ4wB3O6f5F3VbpT0.png", "language": "chinese", "position": {"atoms": [{"position_id": 306, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/LPVBL3dZ4wB3O6f5F3VbpT0.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[7]/section/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 71, "global_sentence_id": 47, "edu_l1_label": "EDU_O"}, {"txt": "OCPD认为自己的行为和想法是正确的、负责任的，甚至相信自己比他人更加优秀或者严谨，在追求这种完美的状态中也会感到疲惫和痛苦，却因这样的[高度自我认同]而难以改变。", "language": "chinese", "position": {"atoms": [{"position_id": 792, "txt": "OCPD认为自己的行为和想法是正确的、负责任的，甚至相信自己比他人更加优秀或者严谨，在追求这种完美的状态中也会感到疲惫和痛苦，却因这样的[高度自我认同]而难以改变。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "在内心也往往隐含着对“自我价值”的不确定感。", "language": "chinese", "position": {"atoms": [{"position_id": 794, "txt": "在内心也往往隐含着对“自我价值”的不确定感。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "其实他们不断努力、追求完美，是为了避免被指责、被否定。", "language": "chinese", "position": {"atoms": [{"position_id": 795, "txt": "其实他们不断努力、追求完美，是为了避免被指责、被否定。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "比如当他们听到一句“这点小事都没弄好？”", "language": "chinese", "position": {"atoms": [{"position_id": 796, "txt": "比如当他们听到一句“这点小事都没弄好？”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "时，内心可能涌现出深刻的羞耻与自我怀疑。", "language": "chinese", "position": {"atoms": [{"position_id": 797, "txt": "时，内心可能涌现出深刻的羞耻与自我怀疑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "这可能与他们从小的行为模式和思维模式相关，到了青少年时期，则会有所显现。", "language": "chinese", "position": {"atoms": [{"position_id": 799, "txt": "这可能与他们从小的行为模式和思维模式相关，到了青少年时期，则会有所显现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "这其中有生物学因素、家庭教养等方面的原因。", "language": "chinese", "position": {"atoms": [{"position_id": 800, "txt": "这其中有生物学因素、家庭教养等方面的原因。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[8]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "01", "language": "chinese", "position": {"atoms": [{"position_id": 802, "txt": "01", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[9]/section[1]/section/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 75, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "生物学因素", "language": "chinese", "position": {"atoms": [{"position_id": 804, "txt": "生物学因素", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[9]/section[2]/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 76, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "○研究表明，OCPD个体可能在**前额叶皮层（负责计划和决策）与杏仁核（负责情绪反应）**的神经通路上存在差异，使他们对压力和不确定性更为敏感。", "language": "chinese", "position": {"atoms": [{"position_id": 806, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section/p[1]/strong/span"}, {"position_id": 808, "txt": "研究表明，OCPD个体可能在**前额叶皮层（负责计划和决策）与杏仁核（负责情绪反应）**的神经通路上存在差异，使他们对压力和不确定性更为敏感。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section/p[1]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 77, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "○这些个体天生可能具有高警觉性、较低的情绪调节能力等特点，从而倾向于通过“控制”来缓解内在的不安。", "language": "chinese", "position": {"atoms": [{"position_id": 810, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section/p[2]/strong/span"}, {"position_id": 812, "txt": "这些个体天生可能具有高警觉性、较低的情绪调节能力等特点，从而倾向于通过“控制”来缓解内在的不安。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[11]/section/section/p[2]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 78, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "02", "language": "chinese", "position": {"atoms": [{"position_id": 814, "txt": "02", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[12]/section[1]/section/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 79, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "早期家庭环境", "language": "chinese", "position": {"atoms": [{"position_id": 816, "txt": "早期家庭环境", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[12]/section[2]/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 80, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "○高度控制型家庭：", "language": "chinese", "position": {"atoms": [{"position_id": 818, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[13]/section/section/p[1]/strong/span"}, {"position_id": 820, "txt": "高度控制型家庭：", "x": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[13]/section/section/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "03", "language": "chinese", "position": {"atoms": [{"position_id": 831, "txt": "03", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[14]/section[1]/section/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 84, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "文化影响", "language": "chinese", "position": {"atoms": [{"position_id": 833, "txt": "文化影响", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[14]/section[2]/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 85, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "○东方文化相对来说更加重视集体主义：", "language": "chinese", "position": {"atoms": [{"position_id": 835, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[1]/strong/span"}, {"position_id": 837, "txt": "东方文化相对来说更加重视集体主义：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[1]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 86, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "强调服从规则、严格自律，个人价值往往与成就挂钩。", "language": "chinese", "position": {"atoms": [{"position_id": 838, "txt": "强调服从规则、严格自律，个人价值往往与成就挂钩。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "○普遍推崇努力、坚持和完美的社会氛围，容易让青少年形成“做得不够好=失败”的思维模式。", "language": "chinese", "position": {"atoms": [{"position_id": 840, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[2]/strong/span"}, {"position_id": 842, "txt": "普遍推崇努力、坚持和完美的社会氛围，容易让青少年形成“做得不够好=失败”的思维模式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[2]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 87, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "○一些家庭不鼓励自由表达情绪，孩子容易转向[控制和规则]来管理自己的情绪。", "language": "chinese", "position": {"atoms": [{"position_id": 844, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[3]/strong/span"}, {"position_id": 846, "txt": "一些家庭不鼓励自由表达情绪，孩子容易转向[控制和规则]来管理自己的情绪。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[3]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 88, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "○在鼓励个体自由、独立思考的社会文化中，OCPD的特质可能会被冲淡，但在一些严格的宗教或精英教育环境中，同样可能出现类似的高标准人格模式。", "language": "chinese", "position": {"atoms": [{"position_id": 848, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[4]/strong/span"}, {"position_id": 850, "txt": "在鼓励个体自由、独立思考的社会文化中，OCPD的特质可能会被冲淡，但在一些严格的宗教或精英教育环境中，同样可能出现类似的高标准人格模式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[15]/section/section/p[4]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 89, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "04", "language": "chinese", "position": {"atoms": [{"position_id": 852, "txt": "04", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[16]/section[1]/section/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 90, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "发展阶段的心理需求", "language": "chinese", "position": {"atoms": [{"position_id": 854, "txt": "发展阶段的心理需求", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[16]/section[2]/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 91, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "○青少年正处于自我认同发展的关键时期，OCPD倾向的青少年可能以“追求完美”作为证明自己价值的方式。", "language": "chinese", "position": {"atoms": [{"position_id": 856, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[17]/section/section/p[1]/strong/span"}, {"position_id": 858, "txt": "青少年正处于自我认同发展的关键时期，OCPD倾向的青少年可能以“追求完美”作为证明自己价值的方式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[17]/section/section/p[1]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 92, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "○一旦在学业或任务中因“完美表现”获得正向反馈，他们可能会不断强化这种行为模式。", "language": "chinese", "position": {"atoms": [{"position_id": 860, "txt": "○", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[17]/section/section/p[2]/strong/span"}, {"position_id": 862, "txt": "一旦在学业或任务中因“完美表现”获得正向反馈，他们可能会不断强化这种行为模式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[17]/section/section/p[2]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 93, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4zWeMg1xLxXD4wTeqH2dcuhb.png", "language": "chinese", "position": {"atoms": [{"position_id": 443, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4zWeMg1xLxXD4wTeqH2dcuhb.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[18]/section[1]/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 94, "global_sentence_id": 78, "edu_l1_label": "EDU_O"}, {"txt": "<img 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"chinese", "position": {"atoms": [{"position_id": 458, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Js9LK4amfLPtxhh92MvTqc.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[18]/section[2]/section/section[3]/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 97, "global_sentence_id": 81, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3FbNm82Nyn1a24tRH1jHGAt.png", "language": "chinese", "position": {"atoms": [{"position_id": 462, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3FbNm82Nyn1a24tRH1jHGAt.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[18]/section[3]/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 98, "global_sentence_id": 82, "edu_l1_label": "EDU_O"}, {"txt": "OCPD的自主关键在于打破[完美=安全]的思维模式，逐步探索出在[不确定]和[不完美]中找到平衡的方法，可以尝试一下：", "language": "chinese", "position": {"atoms": [{"position_id": 866, "txt": "OCPD的自主关键在于打破[完美=安全]的思维模式，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[19]/p[1]/b/span"}, {"position_id": 868, "txt": "逐步探索出在[不确定]和[不完美]中找到平衡的方法，可以尝试一下：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[19]/p[1]/span"}]}, "tags": ["b"], "label": "content", "web_segment_id": 99, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "1. 提升自我觉察", "language": "chinese", "position": {"atoms": [{"position_id": 870, "txt": "1. 提升自我觉察", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[19]/p[2]/span/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 100, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "在情绪紧张时练习反思：", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "在情绪紧张时练习反思：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[19]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "“我是否过于担心犯错？”", "language": "chinese", "position": {"atoms": [{"position_id": 873, "txt": "“我是否过于担心犯错？”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[19]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "识别自己“追求完美”的动机，多反问自己：", "language": "chinese", "position": {"atoms": [{"position_id": 875, "txt": "识别自己“追求完美”的动机，多反问自己：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[19]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "真的有必要这样吗？", "language": "chinese", "position": {"atoms": [{"position_id": 876, "txt": "真的有必要这样吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[19]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, 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# 心理学科普：强迫性人格障碍（完美主义虽是枷锁，也有解法） ## 强迫性人格障碍的内在体验：他们在想什么？ ### 1. “如果不做到完美，一切就会出错。” ### 2. “只有遵守规则，事情才是可控的。” ### 3. “如果我放松下来，一切都会失控。” ### 4. “我必须控制情绪，不能显得软弱。” ### 01 生物学因素 ### 02 早期家庭环境 ### 03 文化影响 ### 04 发展阶段的心理需求 ## OCPD个体的自助方法 ### 1. 提升自我觉察 ### 2. 学会放下控制，接受“合格” ### 3. 情绪调节训练 ### 4. 重建人际互动模式 ## 家庭与社会支持的作用 ### 1. 家庭引导 ### 2. 学校和同伴的支持
8bc521ae-0c1e-472a-8bdb-7d569186c722
web
test/raw_web_htmls/8bc521ae-0c1e-472a-8bdb-7d569186c722.html
https://gijn.org/stories/silenced-stories-debate-uk-mps/
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# How TBIJ Teamed up with UK Members of Parliament to Uncover ‘Silenced Stories’ ## Eleanor Rose — Enablers Editor ### Finding the Cases ## Lucy Nash — Enablers Impact Editor ### Securing the Debate ## Ed Siddons — Enablers Reporter 
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Jevons 悖论：", "language": "chinese", "position": {"atoms": [{"position_id": 350, "txt": "3. 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"有了更多低成本、本地、开源模型，Token的需求量会成千上万倍的增加。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[19]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "这就是经济学上著名的“杰文斯悖论”：", "language": "chinese", "position": {"atoms": [{"position_id": 361, "txt": "这就是经济学上著名的“杰文斯悖论”：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[19]/span[5]"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "“当技术进步提高了资源使用的效率，不仅没有减少这种资源的消耗，反而因为使用成本降低，刺激了更大的需求，最终导致资源使用总量反而上升。”", "language": "chinese", "position": {"atoms": [{"position_id": 363, "txt": "“当技术进步提高了资源使用的效率，不仅没有减少这种资源的消耗，反而因为使用成本降低，刺激了更大的需求，最终导致资源使用总量反而上升。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[21]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 55, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "过去已经有很多的例子证明这点：", "language": "chinese", "position": {"atoms": [{"position_id": 365, "txt": "过去已经有很多的例子证明这点：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "1、第一次工业革命期间蒸汽机效率的提高，使得市场上煤炭的消耗总量反而增加；", "language": "chinese", "position": {"atoms": [{"position_id": 367, "txt": "1、第一次工业革命期间蒸汽机效率的提高，使得市场上煤炭的消耗总量反而增加；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "2、手机从大哥大年代到目前智能手机普及时代, 单价下降为十分之一左右，但手机市场放大数十倍。", "language": "chinese", "position": {"atoms": [{"position_id": 369, "txt": "2、手机从大哥大年代到目前智能手机普及时代, 单价下降为十分之一左右，但手机市场放大数十倍。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "3、如果一个家庭买了一台更节能的空调。", "language": "chinese", "position": {"atoms": [{"position_id": 371, "txt": "3、如果一个家庭买了一台更节能的空调。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "按理说，更节能的空调应该会减少电费支出。", "language": "chinese", "position": {"atoms": [{"position_id": 372, "txt": "按理说，更节能的空调应该会减少电费支出。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "但实际发生的往往是：", "language": "chinese", "position": {"atoms": [{"position_id": 373, "txt": "但实际发生的往往是：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "因为电费便宜了，这家人反而更舍得开空调了，不仅开得时间更长，温度还调得更低，最后总电费不降反升。", "language": "chinese", "position": {"atoms": [{"position_id": 374, "txt": "因为电费便宜了，这家人反而更舍得开空调了，不仅开得时间更长，温度还调得更低，最后总电费不降反升。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "模型算力效率突破，看起来影响单位计算的价格，进而压缩高性能芯片供应商的利润空间。", "language": "chinese", "position": {"atoms": [{"position_id": 376, "txt": "模型算力效率突破，看起来影响单位计算的价格，进而压缩高性能芯片供应商的利润空间。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[31]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 40, 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"目前大模型距离AGI甚至ASI仍然有很长的路要走，强化学习本质上就是用算力完成数据自循环，需要更多更强的算力；", "language": "chinese", "position": {"atoms": [{"position_id": 385, "txt": "目前大模型距离AGI甚至ASI仍然有很长的路要走，强化学习本质上就是用算力完成数据自循环，需要更多更强的算力；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[37]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "3、大模型的算力需求是否已经饱和？", "language": "chinese", "position": {"atoms": [{"position_id": 387, "txt": "3、大模型的算力需求是否已经饱和？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section/section[2]/p[39]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "DeepSeek的目标是做开源的AGI，实现这一目标，降低大众获得AGI的门槛，无处不在训练与部署AGI的算力需求是我们今天所不可想象的，那是真正的“星辰大海”。", "language": "chinese", "position": {"atoms": [{"position_id": 388, "txt": 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# Deepseek是“算力屠夫”还是“新春红包”？ ## Deepseek或是算力星辰大海的一朵“小浪花 ### 1. 556万美元远远低估DeepSeek v3真实训练算力与未来发展需求 ### 2. 太阳底下无新鲜事：后发模型的算力效率优势曾导致英伟达股价大跌，事后看只是算力需求发展星辰大海的小浪花 ### 3. Jevons 悖论：降低AI行业进入门槛与成本，反而推动总需求上升
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{"entry_id": "74d5d8c6-9a6f-4d08-b606-d218b6aabf98", "infos": [{"txt": "用DeepSeek做Excel，到底能做到什么水平？", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "用DeepSeek做Excel，到底能做到什么水平？", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "答案来了！", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "答案来了！", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": " 用DeepSeek做Excel，到底能做到什么水平？", "language": "chinese", "position": {"atoms": [{"position_id": 597, "txt": "\n \n用DeepSeek做Excel，到底能做到什么水平？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "答案来了！", "language": "chinese", "position": {"atoms": [{"position_id": 598, "txt": "答案来了！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 3, "edu_l1_label": "BOT"}, {"txt": "点击关注【秋叶 Excel】👆", "language": "chinese", "position": {"atoms": [{"position_id": 600, "txt": "点击关注", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[1]/span"}, {"position_id": 602, "txt": "【秋叶 Excel】", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[1]/span/span"}, {"position_id": 604, "txt": "👆", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[1]/span/span"}]}, "tags": [], "label": "O", "web_segment_id": 39, "global_sentence_id": 4, "edu_l1_label": "EDU_O"}, {"txt": "发送【6】", "language": "chinese", "position": {"atoms": [{"position_id": 606, "txt": "发送【6】", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[2]/span"}]}, "tags": [], "label": "O", "web_segment_id": 40, "global_sentence_id": 5, "edu_l1_label": "EDU_O"}, {"txt": "领 1000+篇 Excel 精选教程！", "language": "chinese", "position": {"atoms": [{"position_id": 608, "txt": "领 1000+篇 Excel 精选教程！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[3]/span"}]}, "tags": [], "label": "O", "web_segment_id": 41, "global_sentence_id": 6, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2NMMPE1LNL76VCwXp3MDxAJ.png", "language": "chinese", "position": {"atoms": [{"position_id": 73, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2NMMPE1LNL76VCwXp3MDxAJ.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[1]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 42, "global_sentence_id": 7, "edu_l1_label": "EDU_O"}, {"txt": "作者：", "language": "chinese", "position": {"atoms": [{"position_id": 610, "txt": "作者：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[5]/span"}]}, "tags": [], "label": "author", "web_segment_id": 43, "global_sentence_id": 8, "edu_l1_label": "EDU_O"}, {"txt": "晓阳、竺兰", "language": "chinese", "position": {"atoms": [{"position_id": 611, "txt": "晓阳、竺兰", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[5]/span"}]}, "tags": [], "label": "author", "web_segment_id": 43, "global_sentence_id": 9, "edu_l1_label": "EDU_O"}, {"txt": "编辑：", "language": "chinese", "position": {"atoms": [{"position_id": 613, "txt": "编辑：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[6]/span"}]}, "tags": [], "label": "author", "web_segment_id": 44, "global_sentence_id": 10, "edu_l1_label": "EDU_O"}, {"txt": "竺兰", "language": "chinese", "position": {"atoms": [{"position_id": 614, "txt": "竺兰", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section[6]/span"}]}, "tags": [], "label": "author", "web_segment_id": 44, "global_sentence_id": 11, "edu_l1_label": "EDU_O"}, {"txt": "大家好，这里是秋叶编辑部~", "language": "chinese", "position": {"atoms": [{"position_id": 616, "txt": "大家好，这里是秋叶编辑部~", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 12, "edu_l1_label": "BOS"}, {"txt": "作为一个不是很精通 Excel 应用的普通职场人，日常在表格中处理数据，常常会想不出用什么公式可以解决当前遇到的问题，或者想不起来某个公式的具体用法，还得临时去查，挺麻烦的。", "language": "chinese", "position": {"atoms": [{"position_id": 618, "txt": "作为一个不是很精通 Excel 应用的普通职场人，日常在表格中处理数据，常常会", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[4]/span"}, {"position_id": 620, "txt": "想不出用什么公式可以解决当前遇到的问题", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[4]/span/strong[1]"}, {"position_id": 622, "txt": "，或者", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[4]/span/strong[1]"}, {"position_id": 624, "txt": "想不起来某个公式的具体用法", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[4]/span/strong[2]"}, {"position_id": 626, "txt": "，还得临时去查，挺麻烦的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[4]/span/strong[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 46, "global_sentence_id": 13, "edu_l1_label": "BOS"}, {"txt": "但是自从有了 AI，比如最近爆火的 DeepSeek，我们只需要清楚描述出自己所遇到的问题，它就可以自动给我们一个大概率可行的解决方案，甚至能帮我们写 VBA 宏来解决复杂的表格处理难题。", "language": "chinese", "position": {"atoms": [{"position_id": 628, "txt": "但是自从有了 AI，比如最近爆火的 DeepSeek，我们只需要清楚描述出自己所遇到的问题，它就可以自动给我们一个大概率可行的", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[6]/span[1]"}, {"position_id": 630, "txt": "解决方案", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[6]/span[2]"}, {"position_id": 632, "txt": "，甚至能帮我们写 VBA 宏来解决复杂的表格处理难题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/p[6]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2CjLJl2zsJ5i3P311l34zudH.webp", "language": "chinese", "position": {"atoms": [{"position_id": 107, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2CjLJl2zsJ5i3P311l34zudH.webp", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[2]/p[1]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 48, "global_sentence_id": 15, "edu_l1_label": "EDU_O"}, {"txt": "我们用常见的几大函数来考验考验它，看看它是不是真的可以给出正确的函数公式。", "language": "chinese", "position": {"atoms": [{"position_id": 634, "txt": "我们用常见的几大函数来考验考验它，看看它是不是真的可以给出正确的函数公式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[3]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2qdtBM1Obxle3aRtud1cGhIY.png", "language": "chinese", "position": {"atoms": [{"position_id": 114, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2qdtBM1Obxle3aRtud1cGhIY.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[3]/p[2]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 50, "global_sentence_id": 17, "edu_l1_label": "EDU_O"}, {"txt": "连续区域求和", "language": "chinese", "position": {"atoms": [{"position_id": 636, "txt": "连续区域求和", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[3]/p[3]/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 51, "global_sentence_id": 18, "edu_l1_label": "BOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2cJ55ZCuoQRNi5iSmY7nP.webp", "language": "chinese", "position": {"atoms": [{"position_id": 127, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2cJ55ZCuoQRNi5iSmY7nP.webp", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 52, "global_sentence_id": 19, "edu_l1_label": "EDU_O"}, {"txt": "案例 A2 到 A9 单元格中是待求和的数据，想在 A10 单元格中得到它们的求和结果，我们把需求告诉 DeepSeek，得到如下答复，确实是正确的结果。", "language": "chinese", "position": {"atoms": [{"position_id": 638, "txt": "案例 A2 到 A9 单元格中是待求和的数据，想在 A10 单元格中得到它们的求和结果，我们把需求告诉 DeepSeek，得到如下答复，确实是正确的结果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[5]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3EFSOBMUhgP3cuA3HdWnVh.webp", "language": "chinese", "position": {"atoms": [{"position_id": 138, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3EFSOBMUhgP3cuA3HdWnVh.webp", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[6]/p[1]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 54, "global_sentence_id": 21, "edu_l1_label": "EDU_O"}, {"txt": 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https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/CncZ1nV7YJ3cV4SR1TnCRb.webp", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[8]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 57, "global_sentence_id": 24, "edu_l1_label": "EDU_O"}, {"txt": "接下来，求和的难度升级。", "language": "chinese", "position": {"atoms": [{"position_id": 642, "txt": "接下来，求和的难度升级。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[9]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "累计求和对于一般职场人来讲，如果不知道相对引用和绝对引用的话，很难写出来，所以我们尝试让 DeepSeek 帮我们写一下，在 B 列对应单元格中进行累计求和，给到的需求描述和结果如下：", "language": "chinese", "position": {"atoms": [{"position_id": 644, "txt": "累计求和对于一般职场人来讲，如果不知道相对引用和绝对引用的话，很难写出来，所以我们尝试让 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[9]/p[3]/span"}, {"position_id": 646, "txt": "DeepSeek", "x": 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"web_segment_id": 60, "global_sentence_id": 27, "edu_l1_label": "EDU_O"}, {"txt": "这里给到的结果不仅符合需求，而且还会贴心的把公式解释和操作方法告诉你，也会给出示例结果：", "language": "chinese", "position": {"atoms": [{"position_id": 654, "txt": "这里给到的结果不仅符合需求，而且还会贴心的把公式解释和操作方法告诉你，也会给出示例结果：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[11]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2VIPk14ekZaF3p3QX32lznm.webp", "language": "chinese", "position": {"atoms": [{"position_id": 183, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2VIPk14ekZaF3p3QX32lznm.webp", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[12]/p/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 62, "global_sentence_id": 29, "edu_l1_label": "EDU_O"}, {"txt": "<img 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[], "label": "O", "web_segment_id": 129, "global_sentence_id": 97, "edu_l1_label": "EDU_O"}, {"txt": "<img https://mmbiz.qpic.cn/mmbiz_jpg/ScqRBmrn0w0fQVp0K5RZYh5402uZqy5q8eOLFxiaiaUROaghZuNmm5gXnhlN6Mp4bic4icw3iblw2fBzhtY8IgAcaxg/640?wx_fmt=other&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1", "language": "chinese", "position": {"atoms": [{"position_id": 554, "txt": "<img https://mmbiz.qpic.cn/mmbiz_jpg/ScqRBmrn0w0fQVp0K5RZYh5402uZqy5q8eOLFxiaiaUROaghZuNmm5gXnhlN6Mp4bic4icw3iblw2fBzhtY8IgAcaxg/640?wx_fmt=other&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[4]/img"}]}, "tags": ["img"], "label": "O", "web_segment_id": 130, "global_sentence_id": 98, "edu_l1_label": "EDU_O"}, {"txt": " 秋叶PPT ", "language": "chinese", "position": {"atoms": [{"position_id": 817, "txt": "\n 秋叶PPT ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 148, "global_sentence_id": 99, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 用DeepSeek做Excel，到底能做到什么水平？答案来了！ ## 连续区域求和 ## 累加求和 ## 条件求和 ## 逻辑函数 ## 查询引用函数 ## 文本函数 ## 日期函数 ## VBA 编程
e2037d5a-8b92-413a-bcd2-369736769fb8
web
test/raw_web_htmls/e2037d5a-8b92-413a-bcd2-369736769fb8.html
https://mp.weixin.qq.com/s/r6T3EiExfgOUPDVc_uEe1g
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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "“LLM 推理能力的极限是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 581, "txt": "“LLM 推理能力的极限是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "天空才是极限。", "language": "chinese", "position": {"atoms": [{"position_id": 582, "txt": "天空才是极限。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "我们已经用数学方法证明了 Transformer 可以解决任何问题，只要允许它们根据需要生成任意数量的中间推理 token。", "language": "chinese", "position": {"atoms": [{"position_id": 583, "txt": "我们已经用数学方法证明了 Transformer 可以解决任何问题，只要允许它们根据需要生成任意数量的中间推理 token。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "值得注意的是，恒定深度就足够了。”", "language": "chinese", "position": {"atoms": [{"position_id": 584, "txt": "值得注意的是，恒定深度就足够了。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1PctpN1ToTh31hmtXOwtHaz.png", "language": "chinese", "position": {"atoms": [{"position_id": 96, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1PctpN1ToTh31hmtXOwtHaz.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 48, "global_sentence_id": 25, "edu_l1_label": "EDU_O"}, {"txt": "简单来说，这篇论文的核心思想就是：", "language": "chinese", "position": {"atoms": [{"position_id": 586, "txt": "简单来说，这篇论文的核心思想就是：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "只要给 LLM 足够的时间去“思考”，它就能解决任何问题！", "language": "chinese", "position": {"atoms": [{"position_id": 588, "txt": "只要给 LLM 足够的时间去“思考”，它就能解决任何问题！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 49, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": " 而这个“思考”过程，就是通过生成一系列中间推理 token 来实现的。", "language": "chinese", "position": {"atoms": [{"position_id": 590, "txt": " 而这个“思考”过程，就是通过生成一系列中间推理 token 来实现的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 49, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "OpenAI o1 的发布，恰恰抢先证明了这篇论文的价值。", "language": "chinese", "position": {"atoms": [{"position_id": 591, "txt": "OpenAI o1 的发布，恰恰抢先证明了这篇论文的价值。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 49, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "o1的发布，直接带OpenAI迈入新的台阶。", "language": "chinese", "position": {"atoms": [{"position_id": 593, "txt": "o1的发布，直接带OpenAI迈入新的台阶。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[16]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "Sam Altman最近自豪发文表示：", "language": "chinese", "position": {"atoms": [{"position_id": 594, "txt": "Sam Altman最近自豪发文表示：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[16]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "虽然花了一些时间，但OpenAI已经实现了第三个目标！", "language": 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"txt": "作者是Ilya Sutskever、Greg Brockman、Sam Altman和Elon Musk。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[16]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1RqQr61ooR891llAd7337bc6.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 115, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1RqQr61ooR891llAd7337bc6.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[4]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 51, "global_sentence_id": 35, "edu_l1_label": "EDU_O"}, {"txt": "目标1：", "language": "chinese", "position": {"atoms": [{"position_id": 603, "txt": "目标1：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "衡量我们的进展", "language": "chinese", "position": {"atoms": [{"position_id": 604, "txt": "衡量我们的进展", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "目标2：", "language": "chinese", "position": {"atoms": [{"position_id": 606, "txt": "目标2：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span/br[2]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 53, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "打造一个家用机器人", "language": "chinese", "position": {"atoms": [{"position_id": 607, "txt": "打造一个家用机器人", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span/br[2]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 53, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "目标3：", "language": "chinese", "position": {"atoms": [{"position_id": 609, "txt": "目标3：", "x": 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"tags": ["br"], "label": "content", "web_segment_id": 55, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4iigMNCLsYz2de0qk17pyoc.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 133, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4iigMNCLsYz2de0qk17pyoc.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 56, "global_sentence_id": 44, "edu_l1_label": "EDU_O"}, {"txt": "o1模型为何如此重要？", "language": "chinese", "position": {"atoms": [{"position_id": 615, "txt": "o1模型为何如此重要？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "Fixie创始人、AI研究员Matt Welsh认为原因就在于它将AI模型中的「思维链推理」能力带给大众。", "language": "chinese", "position": {"atoms": 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"tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "它通过将复杂问题分解成一系列简单的、逻辑连贯的步骤来解决，类似于人类通过逐步推理来解决问题。", "language": "chinese", "position": {"atoms": [{"position_id": 655, "txt": "它通过将复杂问题分解成一系列简单的、逻辑连贯的步骤来解决，类似于人类通过逐步推理来解决问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "这种“链式思考”机制是o1模型的核心创新之一，它让模型在给出答案之前能够进行深思熟虑，从而显著提高了解答复杂问题的准确性。", "language": "chinese", "position": {"atoms": [{"position_id": 656, "txt": "这种“链式思考”机制是o1模型的核心创新之一，它让模型在给出答案之前能够进行深思熟虑，从而显著提高了解答复杂问题的准确性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "传统的 Transformer 模型虽然在自然语言处理领域取得了巨大成功，但它有一个致命弱点：", "language": "chinese", "position": {"atoms": [{"position_id": 658, "txt": "传统的 Transformer 模型虽然在自然语言处理领域取得了巨大成功，但它有一个致命弱点：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[40]/span[1]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "擅长并行计算，但不擅长串行推理。", "language": "chinese", "position": {"atoms": [{"position_id": 660, "txt": "擅长并行计算，但不擅长串行推理。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[40]/span[1]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 67, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": " 这就像一个超级聪明的孩子，能快速完成大量的计算题，但却无法理解简单的逻辑推理。", "language": "chinese", "position": {"atoms": [{"position_id": 662, "txt": " 这就像一个超级聪明的孩子，能快速完成大量的计算题，但却无法理解简单的逻辑推理。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[40]/span[1]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "而 CoT (Chain of Thought，思维链) 技术就是为了解决这个问题而诞生的。", "language": "chinese", "position": {"atoms": [{"position_id": 664, "txt": "而 CoT (Chain of Thought，思维链) 技术就是为了解决这个问题而诞生的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[40]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "♥思维链（CoT）让Transformer更强大", "language": "chinese", "position": {"atoms": [{"position_id": 666, "txt": "♥思维链（CoT）让Transformer更强大", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h3[1]/strong"}]}, "tags": ["h3", "strong"], "label": "title2", "web_segment_id": 68, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "首先，需要明确的是“可以解决任何问题”是一个通俗化的说法。", "language": "chinese", "position": {"atoms": [{"position_id": 668, "txt": "首先，需要明确的是“可以解决任何问题”是一个通俗化的说法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "严格来说，论文的核心结论是思维链（CoT）能够显著提升Transformer的表达能力。", "language": "chinese", "position": {"atoms": [{"position_id": 669, "txt": "严格来说，论文的核心结论是思维链（CoT）能够显著提升Transformer的表达能力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "作者首先通过理论分析指出，对于固定深度、多项式宽度、常数精度的Transformer模型，如果不使用CoT，其表达能力将受限于AC0问题类别。", "language": "chinese", "position": {"atoms": [{"position_id": 671, "txt": "作者首先通过理论分析指出，对于固定深度、多项式宽度、常数精度的Transformer模型，如果不使用CoT，其表达能力将受限于AC0问题类别。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "（AC0是一类可以在并行计算中高效解决的问题，但不包括需要复杂序列化计算的问题。", "language": "chinese", "position": {"atoms": [{"position_id": 672, "txt": "（AC0是一类可以在并行计算中高效解决的问题，但不包括需要复杂序列化计算的问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "）", "language": "chinese", "position": {"atoms": [{"position_id": 673, "txt": "）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "在固定指数位的情况下，即使引入了舍入操作，固定深度、对数精度的Transformer模型也只能处理TC0问题类别。", "language": "chinese", "position": {"atoms": [{"position_id": 675, "txt": "在固定指数位的情况下，即使引入了舍入操作，固定深度、对数精度的Transformer模型也只能处理TC0问题类别。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "然而，一旦引入CoT，固定深度、常数精度的Transformer模型就可以解决任何由大小为T的布尔电路所解决的问题。", "language": "chinese", "position": {"atoms": [{"position_id": 677, "txt": "然而，一旦引入CoT，固定深度、常数精度的Transformer模型就可以解决任何由大小为T的布尔电路所解决的问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "这表明CoT显著扩展了模型的表达能力，使其能够处理更复杂的问题。", "language": "chinese", "position": {"atoms": [{"position_id": 679, "txt": "这表明CoT显著扩展了模型的表达能力，使其能够处理更复杂的问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1Zb6mk2b4bv1WPN8W1G4WbS.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 213, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1Zb6mk2b4bv1WPN8W1G4WbS.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 73, "global_sentence_id": 81, "edu_l1_label": "EDU_O"}, {"txt": "♥CoT 的实验验证：", "language": "chinese", "position": {"atoms": [{"position_id": 681, "txt": "♥CoT 的实验验证：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h3[2]/strong"}]}, "tags": ["h3", "strong"], "label": "title2", "web_segment_id": 74, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "4个核心问题，CoT 全面胜出！", "language": "chinese", "position": {"atoms": [{"position_id": 682, "txt": "4个核心问题，CoT 全面胜出！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h3[2]/strong"}]}, "tags": ["strong", "h3"], "label": "title2", "web_segment_id": 74, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "为了验证理论分析，论文在四个核心问题上进行了实验，考虑了基础（base）、CoT和提示（hint）三种不同的训练设置：", "language": "chinese", "position": {"atoms": [{"position_id": 684, "txt": "为了验证理论分析，论文在四个核心问题上进行了实验，考虑了基础（base）、CoT和提示（hint）三种不同的训练设置：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[53]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "模运算（Modular Addition）：", "language": "chinese", "position": {"atoms": [{"position_id": 686, "txt": "模运算（Modular Addition）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[1]/p/strong"}, {"position_id": 688, "txt": "：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[1]/p/strong"}]}, "tags": ["li", "strong"], "label": "content", "web_segment_id": 76, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "并行计算问题，验证CoT在提升模型准确性方面的效果；", "language": "chinese", "position": {"atoms": [{"position_id": 689, "txt": "并行计算问题，验证CoT在提升模型准确性方面的效果；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[1]/p/strong"}]}, "tags": ["li", "strong"], "label": "content", "web_segment_id": 76, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "置换群组合（Permutation Composition）：", "language": "chinese", "position": {"atoms": [{"position_id": 691, "txt": "置换群组合（Permutation Composition）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[2]/p/strong"}, {"position_id": 693, "txt": "：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[2]/p/strong"}]}, "tags": ["li", "strong"], "label": "content", "web_segment_id": 77, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "序列化计算问题，验证CoT在处理这类任务上的有效性；", "language": "chinese", "position": {"atoms": [{"position_id": 694, "txt": "序列化计算问题，验证CoT在处理这类任务上的有效性；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[2]/p/strong"}]}, "tags": ["li", "strong"], "label": "content", "web_segment_id": 77, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "迭代平方（Iterated Squaring）：", "language": "chinese", "position": {"atoms": [{"position_id": 696, "txt": "迭代平方（Iterated Squaring）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[3]/p/strong"}, {"position_id": 698, "txt": "：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[3]/p/strong"}]}, "tags": ["li", "strong"], "label": "content", "web_segment_id": 78, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "典型的序列化计算问题，展示CoT如何使模型有效求解；", "language": "chinese", "position": {"atoms": [{"position_id": 699, "txt": "典型的序列化计算问题，展示CoT如何使模型有效求解；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[3]/p/strong"}]}, "tags": ["li", "strong"], "label": "content", "web_segment_id": 78, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "电路值问题（Circuit Value Problem）：", "language": "chinese", "position": {"atoms": [{"position_id": 701, "txt": "电路值问题（Circuit Value Problem）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[4]/p/strong"}, {"position_id": 703, "txt": "：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[4]/p/strong"}]}, "tags": ["strong", "li"], "label": "content", "web_segment_id": 79, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "一个P完全问题，验证CoT在模型深度较低时的有效性。", "language": "chinese", "position": {"atoms": [{"position_id": 704, "txt": "一个P完全问题，验证CoT在模型深度较低时的有效性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ol/li[4]/p/strong"}]}, "tags": ["li", "strong"], "label": "content", "web_segment_id": 79, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "在模运算问题上，实验结果表明，所有设置下的Transformer都能学习模加；", "language": "chinese", "position": {"atoms": [{"position_id": 706, "txt": "在", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[56]"}, {"position_id": 708, "txt": "模运算问题", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[56]/strong"}, {"position_id": 710, "txt": "上，实验结果表明，所有设置下的Transformer都能学习模加；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[56]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 80, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "但在较长序列（如n=16）上，CoT展现出明显优势。", "language": "chinese", "position": {"atoms": [{"position_id": 711, "txt": "但在较长序列（如n=16）上，CoT展现出明显优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[56]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 80, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "这说明即使是并行问题，CoT也能提升效率。", "language": "chinese", "position": {"atoms": [{"position_id": 712, "txt": "这说明即使是并行问题，CoT也能提升效率。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[56]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 80, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4lBkFo1jCrCtwiqegOACsF.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 244, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4lBkFo1jCrCtwiqegOACsF.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[8]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 81, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": "在置换群复合任务中，输入是S_5置换群中的若干个置换，输出是它们的复合结果。", "language": "chinese", "position": {"atoms": [{"position_id": 714, "txt": "在", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]"}, {"position_id": 716, "txt": "置换群复合任务", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]/strong"}, {"position_id": 718, "txt": "中，输入是S_5置换群中的若干个置换，输出是它们的复合结果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 82, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "结果显示，CoT显著提高了低深度模型的准确性。", "language": "chinese", "position": {"atoms": [{"position_id": 719, "txt": "结果显示，CoT显著提高了低深度模型的准确性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 82, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "未使用CoT的Transformer即使深度较大，准确率也只有约20%；", "language": "chinese", "position": {"atoms": [{"position_id": 720, "txt": "未使用CoT的Transformer即使深度较大，准确率也只有约20%；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 82, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "而使用CoT后，即使只有1层Transformer，准确率也达到了100%。", "language": "chinese", "position": {"atoms": [{"position_id": 721, "txt": "而使用CoT后，即使只有1层Transformer，准确率也达到了100%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 82, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2GaCZn1EctOC1F56oePBXl2.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 254, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2GaCZn1EctOC1F56oePBXl2.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[9]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 83, "global_sentence_id": 101, "edu_l1_label": "EDU_O"}, {"txt": "对于迭代平方任务，输入是一个质数p、一个整数r和若干个“^2”符号，输出是r^(2^k) mod p。", "language": "chinese", "position": {"atoms": [{"position_id": 723, "txt": "对于迭代平方任务，输入是一个质数p、一个整数r和若干个“^2”符号，输出是r^(2^k) mod p。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[62]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "实验结果与置换群复合任务类似：", "language": "chinese", "position": {"atoms": [{"position_id": 724, "txt": "实验结果与置换群复合任务类似：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[62]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "未使用CoT的情况下，即使是16层Transformer也难以学习；", "language": "chinese", "position": {"atoms": [{"position_id": 725, "txt": "未使用CoT的情况下，即使是16层Transformer也难以学习；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[62]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "而使用CoT后，1层Transformer就能完美求解。", "language": "chinese", "position": {"atoms": [{"position_id": 726, "txt": "而使用CoT后，1层Transformer就能完美求解。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[62]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3DR35A4pvh3X4jRu5n27HioR.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 264, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3DR35A4pvh3X4jRu5n27HioR.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 85, "global_sentence_id": 106, "edu_l1_label": "EDU_O"}, {"txt": "电路值问题的实验结果表明，在基准设置下，4层Transformer的准确率约为50%，8层约为90%，16层接近100%；", "language": "chinese", "position": {"atoms": [{"position_id": 728, "txt": "电路值问题", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[65]/strong"}, {"position_id": 730, "txt": "的实验结果表明，在基准设置下，4层Transformer的准确率约为50%，8层约为90%，16层接近100%；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[65]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 86, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "而使用CoT后，1层Transformer即可达到接近100%的准确率。", "language": "chinese", "position": {"atoms": [{"position_id": 731, "txt": "而使用CoT后，1层Transformer即可达到接近100%的准确率。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[65]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 86, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "这验证了CoT赋予了Transformer模拟任意电路的能力，使其能够解决电路值问题这一P完全问题。", "language": "chinese", "position": {"atoms": [{"position_id": 732, "txt": "这验证了CoT赋予了Transformer模拟任意电路的能力，使其能够解决电路值问题这一P完全问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[65]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 86, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1awler1CZjVj1ehzgx17uBNr.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 275, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1awler1CZjVj1ehzgx17uBNr.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 87, "global_sentence_id": 110, "edu_l1_label": "EDU_O"}, {"txt": "♥CoT+Transformer模拟门电路", "language": "chinese", "position": {"atoms": [{"position_id": 734, "txt": "♥CoT+Transformer模拟门电路", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h3[4]/strong"}]}, "tags": ["h3", "strong"], "label": "title2", "web_segment_id": 88, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "除上述实验，作者还进行了理论证明：", "language": "chinese", "position": {"atoms": [{"position_id": 736, "txt": "除上述实验，作者还进行了理论证明：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[68]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "对于任何可以用多项式大小的布尔电路计算的函数，都存在一个仅有常数层数的Transformer，可以通过足够长的思维链（CoT）来模拟电路的计算过程，从而计算出这个函数。", "language": "chinese", "position": {"atoms": [{"position_id": 738, "txt": "对于任何可以用多项式大小的布尔电路计算的函数，都存在一个仅有常数层数的Transformer，可以通过足够长的思维链（CoT）来模拟电路的计算过程，从而计算出这个函数。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[70]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "证明的思路是先将布尔电路视为一系列逻辑门的组合，然后利用Transformer中的位置编码为每个逻辑门及其状态分配一个独特的表示，通过逐步计算来模拟整个电路的执行过程。", "language": "chinese", "position": {"atoms": [{"position_id": 740, "txt": "证明的思路是先将布尔电路视为一系列逻辑门的组合，然后利用Transformer中的位置编码为每个逻辑门及其状态分配一个独特的表示，通过逐步计算来模拟整个电路的执行过程。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/34Xgaa2NCQyA4zZCYH4xkpZ2.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 295, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/34Xgaa2NCQyA4zZCYH4xkpZ2.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 92, "global_sentence_id": 115, "edu_l1_label": "EDU_O"}, {"txt": "具体而言，对于一个有T(n)个门的电路，作者设计了一个4T(n)个token的输入序列。", "language": "chinese", "position": {"atoms": [{"position_id": 742, "txt": "具体而言，对于一个有T(n)个门的电路，作者设计了一个4T(n)个token的输入序列。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "这个序列包含了电路的完整描述，每个门用4个连续的token表示：", "language": "chinese", "position": {"atoms": [{"position_id": 743, "txt": "这个序列包含了电路的完整描述，每个门用4个连续的token表示：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "门类型、两个输入门的索引和当前门的索引，并用输入序列中的第一个token指示电路的输入值。", "language": "chinese", "position": {"atoms": [{"position_id": 744, "txt": "门类型、两个输入门的索引和当前门的索引，并用输入序列中的第一个token指示电路的输入值。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "作者构造了一个常数深度的Transformer，该Transformer的嵌入维度只需要O(log n)，就足以对T(n)个门进行编码。", "language": "chinese", "position": {"atoms": [{"position_id": 746, "txt": "作者构造了一个常数深度的Transformer，该Transformer的嵌入维度只需要O(log n)，就足以对T(n)个门进行编码。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "通过将电路“展开”为一个长度为O(T(n))的思维链，Transformer逐步执行电路中的计算，并将中间结果存储在思维链中。", "language": "chinese", "position": {"atoms": [{"position_id": 747, "txt": "通过将电路“展开”为一个长度为O(T(n))的思维链，Transformer逐步执行电路中的计算，并将中间结果存储在思维链中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "最终，最后一个门的输出就对应了电路的最终输出。", "language": "chinese", "position": {"atoms": [{"position_id": 748, "txt": "最终，最后一个门的输出就对应了电路的最终输出。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "在此基础上，作者进一步证明，具有O(T(n))长度CoT的常数深度Transformer，可以模拟任意T(n)大小的电路，因此其计算能力等价于多项式大小的电路。", "language": "chinese", "position": {"atoms": [{"position_id": 750, "txt": "在此基础上，作者进一步证明，具有O(T(n))长度CoT的常数深度Transformer，可以模拟任意T(n)大小的电路，因此其计算能力等价于多项式大小的电路。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "♥理论打通，实际可行？", "language": "chinese", "position": {"atoms": [{"position_id": 752, "txt": "♥理论打通，实际可行？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h3[5]/strong"}]}, "tags": ["h3", "strong"], "label": "title2", "web_segment_id": 96, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "能够模拟电路的计算过程，意味着CoT+Transformer能够解决可计算问题。", "language": "chinese", "position": {"atoms": [{"position_id": 754, "txt": "能够模拟电路的计算过程，意味着CoT+Transformer能够解决可计算问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[82]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "这也说明，只要有足够的CoT思考时间，大模型无需扩展尺寸也能解决复杂问题。", "language": "chinese", "position": {"atoms": [{"position_id": 755, "txt": "这也说明，只要有足够的CoT思考时间，大模型无需扩展尺寸也能解决复杂问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[82]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/35OBH52qedM8DCwqh2ZvHQr.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 317, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/35OBH52qedM8DCwqh2ZvHQr.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 98, "global_sentence_id": 126, "edu_l1_label": "EDU_O"}, {"txt": "有专业人士用一篇长文解释CoT和图灵完备性之间的关系：", "language": "chinese", "position": {"atoms": [{"position_id": 757, "txt": "有专业人士用一篇长文解释CoT和图灵完备性之间的关系：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "如果没有CoT，Transformer仅限于执行AC0复杂度类中的并行任务；", "language": "chinese", "position": {"atoms": [{"position_id": 758, "txt": "如果没有CoT，Transformer仅限于执行AC0复杂度类中的并行任务；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "而CoT推理从根本上改变了这一格局，使Transformer能够通过中间推理token处理串行计算，进入P/poly领域。", "language": "chinese", "position": {"atoms": [{"position_id": 759, "txt": "而CoT推理从根本上改变了这一格局，使Transformer能够通过中间推理token处理串行计算，进入P/poly领域。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "理论上只要有足够的CoT步骤，Transformer就能模拟多项式大小电路可以执行的任何计算，缩小与图灵机之间的差距。", "language": "chinese", "position": {"atoms": [{"position_id": 761, "txt": "理论上只要有足够的CoT步骤，Transformer就能模拟多项式大小电路可以执行的任何计算，缩小与图灵机之间的差距。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[87]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "然而，实际应用的限制仍存在，例如有限的上下文窗口和计算资源。", "language": "chinese", "position": {"atoms": [{"position_id": 763, "txt": "然而，实际应用的限制仍存在，例如有限的上下文窗口和计算资源。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[87]/span"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "要充分利用这一潜力，需要精细的模型设计和优化。", "language": "chinese", "position": {"atoms": [{"position_id": 764, "txt": "要充分利用这一潜力，需要精细的模型设计和优化。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[87]/span"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1RUcTX48mBtPHyWnz3GB4c3.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 329, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1RUcTX48mBtPHyWnz3GB4c3.jpeg", "x": 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# ICLR 2024重磅论文！华人团队揭开OpenAI o1模型核心技术成功秘诀 ## 1.o1模型核心原理 ### ★强化学习 ### ★思维链（Chain of Thought, CoT） #### ♥思维链（CoT）让Transformer更强大 #### ♥CoT 的实验验证：4个核心问题，CoT 全面胜出！ #### ♥CoT+Transformer模拟门电路 #### ♥理论打通，实际可行？ ## 2.o1模型的优势与应用 ### 性能优势 ### 应用场景广泛 ### 未来展望 ## 3.o1 背后4位华人作者
b01ef7ae-d3dd-40e6-8904-39f955e6fc61
web
test/raw_web_htmls/b01ef7ae-d3dd-40e6-8904-39f955e6fc61.html
https://mp.weixin.qq.com/s/WEMoWc6mtPBNKQgdmjoiBg
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"从儿童到少年，再到青年和成年，每个年龄段都有不同的目标和任务。", "language": "chinese", "position": {"atoms": [{"position_id": 2467, "txt": "从儿童到少年，再到青年和成年，每个年龄段都有不同的目标和任务。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[10]/section/section/section[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "究竟哪个年龄段开始学英语最好?", "language": "chinese", "position": {"atoms": [{"position_id": 2468, "txt": "究竟哪个年龄段开始学英语最好?", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[10]/section/section/section[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "从英语教育的规律来看,开始接触英语的年龄越小越好。", "language": "chinese", "position": {"atoms": [{"position_id": 2470, "txt": "从英语教育的规律来看,开始接触英语的年龄越小越好", "x": 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[{"position_id": 2485, "txt": "幼儿阶段或者儿童阶段，主要是通过模仿跟读，激发孩子对英语的兴趣。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[10]/section/section/section[5]/span/strong/span/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 72, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "小学阶段要引导孩子从跟读转向自主阅读,从好奇走向求知,慢慢开始培养阅读习惯。", "language": "chinese", "position": {"atoms": [{"position_id": 2487, "txt": "小学阶段要引导孩子从跟读转向自主阅读,从好奇走向求知,慢慢开始培养阅读习惯。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[10]/section/section/section[5]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "其实，英语启蒙的底层逻辑就是语言习得，让小朋友像习得母语一样习得二语。", "language": "chinese", "position": {"atoms": [{"position_id": 2489, "txt": "其实，英语启蒙的底层逻辑就是", "x": 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"label": "content", "web_segment_id": 74, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "以此为大前提，启蒙路线上所有的规划，都是围绕着语言启蒙中丰富，高频的目标来进行的（不仅要说得多，还要说得丰富多彩）。", "language": "chinese", "position": {"atoms": [{"position_id": 2501, "txt": "以此为大前提，启蒙路线上所有的规划，都是围绕着语言启蒙中", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[12]/section[5]/span/span[1]"}, {"position_id": 2503, "txt": "丰富", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[12]/section[5]/span/span[2]/strong[1]/span"}, {"position_id": 2505, "txt": "，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[12]/section[5]/span/span[2]/span"}, {"position_id": 2507, "txt": "高频的目标", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[12]/section[5]/span/span[2]/strong[2]/span"}, {"position_id": 2509, "txt": "来进行的（不仅要说得多，还要说得丰富多彩）。", "x": 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"content", "web_segment_id": 109, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "如果孩子能听懂绝大部分日常词汇，再配上合适的绘本和读物，孩子是会很愿意读下去的。", "language": "chinese", "position": {"atoms": [{"position_id": 2594, "txt": "如果孩子能听懂绝大部分日常词汇，再配上合适的绘本和读物，孩子是会很愿意读下去的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/p[13]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 109, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "听说读写的顺序是铁律，尤其是0-3岁的孩子，一定要从听开始，积累早期的基础词汇，是帮助孩子进入听读绘本的关键，积累基本听说词汇非常重要。", "language": "chinese", "position": {"atoms": [{"position_id": 2596, "txt": "听说读写的顺序是铁律，尤其是0-3岁的孩子，一定要从听开始，积累早期的基础词汇，是帮助孩子进入听读绘本的关键，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/p[15]/span[1]/span"}, {"position_id": 2598, "txt": "积累基本听说词汇非常重要。", "x": 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{"position_id": 2612, "txt": "，儿歌的重复和韵律，不仅让孩子能够快速学习新词汇，还能够帮助他们理解词语如何组合在一起。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/p[21]/span[3]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 113, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "国内目前比较系统和受认可的儿歌资源是Super Simple Songs。", "language": "chinese", "position": {"atoms": [{"position_id": 2614, "txt": "国内目前比较系统和受认可的儿歌资源是", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/p[23]/span/span"}, {"position_id": 2616, "txt": "Super Simple Songs。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/p[23]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 114, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2u3Ud64vNr0X4f3vLO4i08uH.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 727, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2u3Ud64vNr0X4f3vLO4i08uH.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/section[7]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 115, "global_sentence_id": 110, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1ip3TB1mhLMMCNzJZ1BB04E.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 732, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1ip3TB1mhLMMCNzJZ1BB04E.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/section[8]/img"}]}, 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/p[35]/strong[2]/span"}, {"position_id": 2638, "txt": "，举两个例子。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/p[35]/strong[3]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 121, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "在播放儿歌过程中，跟着节奏带领孩子用肢体动作强化歌词的意思，类似于下面影片所示。", "language": "chinese", "position": {"atoms": [{"position_id": 2640, "txt": "在播放儿歌过程中，跟着节奏带领孩子用肢体动作强化歌词的意思，类似于下面影片所示。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[1]/p[37]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "这种方法其实和我们教小孩学中文是一样的，调动所有的五官去感知，去自然习得语言。", "language": "chinese", "position": 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"txt": "我们先来看看自然拼读的底层逻辑是什么。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[19]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 170, "global_sentence_id": 201, "edu_l1_label": "IOS"}, {"txt": "自然拼读，是一种解码能力，孩子通过解码技能把看到的陌生词汇拼读出声，用发出来的音匹配上脑海里的听力词汇，他就立即明白了词汇的含义，也叫见词能读。", "language": "chinese", "position": {"atoms": [{"position_id": 2817, "txt": "自然拼读，是一种", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[21]/span[1]/span"}, {"position_id": 2819, "txt": "解码能力", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[21]/span[2]/strong/span"}, {"position_id": 2821, "txt": "，孩子通过解码技能把看到的陌生词汇拼读出声，用发出来的音匹配上脑海里的听力词汇，他就立即明白了词汇的含义，也叫见词能读。", "x": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 172, "global_sentence_id": 204, "edu_l1_label": "IOS"}, {"txt": "但如果孩子脑海里没有这个词的音和含义，那么即使拼读出来，他也不知道是什么意思，所以，让孩子学自然拼读前要尽可能多地储备听力词汇的必要性，这也是为什么听力输入先行，孩子有2500+的听说词汇才开始学自然拼读的原因。", "language": "chinese", "position": {"atoms": [{"position_id": 2826, "txt": "但如果孩子脑海里没有这个词的音和含义，那么即使拼读出来，他也不知道是什么意思，所以，让孩子学自然拼读前要尽可能多地储备听力词汇的必要性，这也是为什么", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[26]/span/span[1]"}, {"position_id": 2828, "txt": "听力输入先行", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[26]/span/strong/span"}, {"position_id": 2830, "txt": "，孩子有2500+的听说词汇才开始学自然拼读的原因。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[26]/span/span[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 173, "global_sentence_id": 205, "edu_l1_label": "IOS"}, {"txt": "今后遇到哪个机构或老师说零基础就能学自然拼读，你可以头也不回就走了。", "language": "chinese", "position": {"atoms": [{"position_id": 2832, "txt": "今后遇到哪个机构或老师说零基础就能学自然拼读，你可以头也不回就走了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[28]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 174, "global_sentence_id": 206, "edu_l1_label": "IOS"}, {"txt": "2、自然拼读到底学什么？", "language": "chinese", "position": {"atoms": [{"position_id": 2834, "txt": "2、自然拼读到底学什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/h3[2]/strong/span/span"}]}, "tags": ["h3", "strong"], "label": "title3", "web_segment_id": 175, "global_sentence_id": 207, "edu_l1_label": "IOS"}, {"txt": "我们一定要清楚，学自然拼读主要学的是Letter Sound，而不是Letter Name。", "language": "chinese", "position": {"atoms": [{"position_id": 2836, "txt": "我们一定要清楚，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[31]/span/span"}, {"position_id": 2838, "txt": "学自然拼读主要学的是Letter Sound，而不是Letter Name。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[31]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 176, "global_sentence_id": 208, "edu_l1_label": "IOS"}, {"txt": "Letter Name是字母的名字，唯一且确定；", "language": "chinese", "position": {"atoms": [{"position_id": 2840, "txt": "Letter Name", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[33]/span/strong/span"}, {"position_id": 2842, "txt": "是字母的名字，唯一且确定；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[33]/span/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 177, "global_sentence_id": 209, "edu_l1_label": "IOS"}, {"txt": "Letter Sound是指字母的发音，在不同单词环境下变化很多", "language": "chinese", "position": {"atoms": [{"position_id": 2844, "txt": "Letter Sound", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[35]/span/strong/span"}, {"position_id": 2846, "txt": "是指字母的发音，在不同单词环境下变化很多", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[35]/span/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 178, "global_sentence_id": 210, "edu_l1_label": "IOS"}, {"txt": "我们理解的单词是由字母组成，但是国外理解的单词是由音素组成的。", "language": "chinese", "position": {"atoms": [{"position_id": 2848, "txt": "我们理解的单词是由字母组成，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[37]/span[1]/strong/span"}, {"position_id": 2850, "txt": "但是国外理解的单词是由音素组成的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[37]/span[2]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 179, "global_sentence_id": 211, "edu_l1_label": "IOS"}, {"txt": "因此，自然拼读最重要的基础是“辨音”，而不是26个字母，而是代表声音的字母或者字母组。", "language": "chinese", "position": {"atoms": [{"position_id": 2852, "txt": "因此，自然拼读最重要的基础是", "x": 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"web_segment_id": 181, "global_sentence_id": 213, "edu_l1_label": "IOS"}, {"txt": "a.大部分情况下，相同的字母组代表相同的发音。", "language": "chinese", "position": {"atoms": [{"position_id": 2860, "txt": "a.大部分情况下，相同的字母组代表相同的发音。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[18]/section/section/section/p[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 182, "global_sentence_id": 214, "edu_l1_label": "IOS"}, {"txt": "比如：", "language": "chinese", "position": {"atoms": [{"position_id": 2862, "txt": "比如：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[18]/section/section/section/p[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 183, "global_sentence_id": 215, "edu_l1_label": "IOS"}, {"txt": "bee, see, deep, feel，hat, sat, tat", "language": "chinese", "position": {"atoms": [{"position_id": 2863, "txt": "bee, see, deep, feel，hat, sat, tat", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[18]/section/section/section/p[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 183, "global_sentence_id": 216, "edu_l1_label": "IOS"}, {"txt": "b.不同的字母组也可以代表相同的发音。", "language": "chinese", "position": {"atoms": [{"position_id": 2865, "txt": "b.不同的字母组也可以代表相同的发音。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[18]/section/section/section/p[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 184, "global_sentence_id": 217, "edu_l1_label": "IOS"}, {"txt": "比如：", "language": "chinese", "position": {"atoms": [{"position_id": 2867, "txt": "比如：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[18]/section/section/section/p[5]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 185, "global_sentence_id": 218, "edu_l1_label": "IOS"}, {"txt": "sun, ice, mouse, city, dress，bird, hurt", "language": "chinese", "position": {"atoms": [{"position_id": 2868, "txt": "sun, ice, mouse, city, dress，bird, hurt", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[18]/section/section/section/p[5]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 185, "global_sentence_id": 219, "edu_l1_label": "IOS"}, {"txt": "c.一个字母组也可以代表不同的发音。", "language": "chinese", "position": {"atoms": [{"position_id": 2870, "txt": "c.一个字母组也可以代表不同的发音。", "x": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[18]/section/section/section/p[8]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 187, "global_sentence_id": 222, "edu_l1_label": "IOS"}, {"txt": "owl, bowl", "language": "chinese", "position": {"atoms": [{"position_id": 2875, "txt": "owl, bowl", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[18]/section/section/section/p[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 188, "global_sentence_id": 223, "edu_l1_label": "IOS"}, {"txt": "3、自然拼读练习方式", "language": "chinese", "position": {"atoms": [{"position_id": 2877, "txt": "3、自然拼读练习方式", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/h3[3]/strong/span/span"}]}, "tags": ["h3", 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"txt": " （“f/s/a/i…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 243, "edu_l1_label": "EDU_O"}, {"txt": ".”在这个单词里怎么读？", "language": "chinese", "position": {"atoms": [{"position_id": 2914, "txt": ".”在这个单词里怎么读？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 244, "edu_l1_label": "EDU_O"}, {"txt": "）✅ What words rhyme with this?", "language": "chinese", "position": {"atoms": [{"position_id": 2915, "txt": "）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[4]/span"}, 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[5]/span"}, {"position_id": 2921, "txt": "✅ What other sound does this letter have?", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 247, "edu_l1_label": "EDU_O"}, {"txt": " （这个字母还有什么读音？", "language": "chinese", "position": {"atoms": [{"position_id": 2922, "txt": " （这个字母还有什么读音？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 248, "edu_l1_label": "EDU_O"}, {"txt": "）✅ What other letters share the same sound with this?", "language": "chinese", "position": {"atoms": [{"position_id": 2923, "txt": "）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[6]/span"}, {"position_id": 2925, "txt": "✅ What other letters share the same sound with this?", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 249, "edu_l1_label": "EDU_O"}, {"txt": " （还有哪些字母／字母组和这个字母／字母组发音一样？", "language": "chinese", "position": {"atoms": [{"position_id": 2926, "txt": " （还有哪些字母／字母组和这个字母／字母组发音一样？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 250, "edu_l1_label": "EDU_O"}, {"txt": "）", "language": "chinese", "position": {"atoms": [{"position_id": 2927, "txt": "）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[25]/pre/code[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 251, "edu_l1_label": "EDU_O"}, {"txt": "练习方式二：", "language": "chinese", "position": {"atoms": [{"position_id": 2929, "txt": "练习方式二：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[26]/span/strong/span"}]}, "tags": ["strong"], "label": "title4", "web_segment_id": 198, "global_sentence_id": 252, "edu_l1_label": "IOS"}, {"txt": "AI 智能体生成自拼小故事", "language": "chinese", "position": {"atoms": [{"position_id": 2930, "txt": "AI 智能体生成自拼小故事", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[26]/span/strong/span"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 198, "global_sentence_id": 253, "edu_l1_label": "IOS"}, {"txt": "自拼规则学习本身并不是重点。", "language": "chinese", "position": {"atoms": [{"position_id": 2932, "txt": "自拼规则学习本身并不是重点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[54]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 199, "global_sentence_id": 254, "edu_l1_label": "IOS"}, {"txt": "只知道单词的发音，不能在语境中理解它的意思，不能恰当地使用，自拼的意义，就减弱很多。", "language": "chinese", "position": {"atoms": [{"position_id": 2933, "txt": "只知道单词的发音，不能在语境中理解它的意思，不能恰当地使用，自拼的意义，就减弱很多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[54]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 199, "global_sentence_id": 255, "edu_l1_label": "IOS"}, {"txt": "只有融入进一个又一个小故事中，为阅读和书写做准备的，因此大量的阅读非常重要。", "language": "chinese", "position": {"atoms": [{"position_id": 2935, "txt": "只有融入进一个又一个小故事中，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[56]/span/strong/span"}, {"position_id": 2937, "txt": "为阅读和书写做准备的，因此大量的阅读非常重要。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[56]/span/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 200, "global_sentence_id": 256, "edu_l1_label": "IOS"}, {"txt": "这里直接分享一个 MQ 老师知识星球里，她写的自然拼读小故事生成的智能体。", "language": "chinese", "position": {"atoms": [{"position_id": 2939, "txt": "这里直接分享一个 MQ 老师知识星球里，她写的自然拼读小故事生成的智能体。", "x": 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"edu_l1_label": "IOS"}, {"txt": "https://t.zsxq.com/181AfcwL0", "language": "chinese", "position": {"atoms": [{"position_id": 2943, "txt": "https://t.zsxq.com/181AfcwL0", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 202, "global_sentence_id": 260, "edu_l1_label": "IOS"}, {"txt": "智谱清言测试链接：", "language": "chinese", "position": {"atoms": [{"position_id": 2945, "txt": "智谱清言测试链接：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 203, "global_sentence_id": 261, "edu_l1_label": "IOS"}, {"txt": "https://chatglm.cn/main/gdetail/65d772f2ceca9bf647cc8ff8", "language": "chinese", "position": {"atoms": [{"position_id": 2946, "txt": 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"b.自然拼读不求快，也快不起来，日常启蒙中可以通过拼读动画和儿歌培养意识。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[32]/section/section/section/p[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 207, "global_sentence_id": 266, "edu_l1_label": "IOS"}, {"txt": "c.自然拼读是为阅读和书写做准备的，大量的阅读非常重要。", "language": "chinese", "position": {"atoms": [{"position_id": 2954, "txt": "c.自然拼读是为阅读和书写做准备的，大量的阅读非常重要。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[32]/section/section/section/p[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 208, "global_sentence_id": 267, "edu_l1_label": "IOS"}, {"txt": "只知道单词的发音，不能在语境中理解它的意思，不能恰当的使用，自拼的意义，就减弱很多。", "language": "chinese", "position": {"atoms": [{"position_id": 2956, "txt": "只知道单词的发音，不能在语境中理解它的意思，不能恰当的使用，自拼的意义，就减弱很多。", "x": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[1]/section/section/p[2]/span/span[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 215, "global_sentence_id": 278, "edu_l1_label": "IOS"}, {"txt": "1、设计能和孩子产生共鸣的故事", "language": "chinese", "position": {"atoms": [{"position_id": 2981, "txt": "1、设计能和孩子产生共鸣的故事", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/h3[2]/span/strong/span"}]}, "tags": ["h3", "strong"], "label": "title2", "web_segment_id": 216, "global_sentence_id": 279, "edu_l1_label": "IOS"}, {"txt": "事情是这样的，前两天路过公司幼儿园，看到小朋友的一些表现搞得年轻老师们非常焦虑。", "language": "chinese", "position": {"atoms": [{"position_id": 2983, "txt": "事情是这样的，前两天路过公司幼儿园，看到小朋友的一些表现搞得年轻老师们非常焦虑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 217, "global_sentence_id": 280, "edu_l1_label": "IOS"}, {"txt": "比如：", "language": "chinese", "position": {"atoms": [{"position_id": 2985, "txt": "比如：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[4]/span[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 281, "edu_l1_label": "IOS"}, {"txt": "随便捡地上的东西吃、排队规则意识差、损坏公共物品等等诸如此类入园规则意识建设，行为管理的道理，怎样传输到孩子那里，让他们理解和接受，会搞得父母非常焦虑。", "language": "chinese", "position": {"atoms": [{"position_id": 2987, "txt": "随便捡地上的东西吃、排队规则意识差、损坏公共物", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[4]/span[2]/span"}, {"position_id": 2989, "txt": "品", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[4]/span[3]/span"}, {"position_id": 2991, "txt": "等等诸如此类入园规则意识建设，行为管理的道理，怎样传输到孩子那里，让他们理解和接受，会搞得父母非常焦虑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[4]/span[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 282, "edu_l1_label": "IOS"}, {"txt": "这时候，爸妈会想到使用一些相关的绘本帮忙。", "language": "chinese", "position": {"atoms": [{"position_id": 2993, "txt": "这时候，爸妈会想到使用一些相关的绘本帮忙。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 219, "global_sentence_id": 283, "edu_l1_label": "IOS"}, {"txt": "但很多绘本，可能因为文化差异和故事情节，使用起来常常比较难和孩子产生共鸣，总的来说效果不大。", "language": "chinese", "position": {"atoms": [{"position_id": 2995, "txt": "但很多绘本，可能因为文化差异和故事情节，使用起来常常比较难和孩子产生共鸣，总的来说效果不大。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[7]/span[1]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 220, "global_sentence_id": 284, "edu_l1_label": "IOS"}, {"txt": "因此想编一本能够引发孩子兴趣，足够个性化的绘本。", "language": "chinese", "position": {"atoms": [{"position_id": 2997, "txt": "因此想编一本", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[7]/span[1]/span[2]/span"}, {"position_id": 2999, "txt": "能够引发孩子兴趣，足够个性化的绘本。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[7]/span[2]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 220, "global_sentence_id": 285, "edu_l1_label": "IOS"}, {"txt": "孩子一般都会喜欢和自己经历相关的绘本。", "language": "chinese", "position": {"atoms": [{"position_id": 3001, "txt": "孩子一般都会喜欢和自己经历相关的绘本。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 221, "global_sentence_id": 286, "edu_l1_label": "IOS"}, {"txt": "比如说把故事的主人公变成他们的名字，把孩子自己的样子变成绘本主人公，还可以把故事的主题换成他们喜欢的主题（比如食物、海洋等等）让故事中的自己带领自己学知识。", "language": "chinese", "position": {"atoms": [{"position_id": 3002, "txt": "比如说把故事的主人公变成他们的名字，把孩子自己的样子变成绘本主人公，还可以把故事的主题换成他们喜欢的主题（比如食物、海洋等等）让故事中的自己带领自己学知识。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 221, "global_sentence_id": 287, "edu_l1_label": "IOS"}, {"txt": "那岂不是一件非常有意思的事情！", "language": "chinese", "position": {"atoms": [{"position_id": 3003, "txt": "那岂不是一件非常有意思的事情！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 221, "global_sentence_id": 288, "edu_l1_label": "IOS"}, {"txt": "首次使用ChatGPT设计故事，我先行告知了：", "language": "chinese", "position": {"atoms": [{"position_id": 3005, "txt": "首次使用ChatGPT设计故事，我先行告知了：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 222, "global_sentence_id": 289, "edu_l1_label": "IOS"}, {"txt": "【年龄要求】、【目的/教育意义】和【长度篇幅】。", "language": "chinese", "position": {"atoms": [{"position_id": 3006, "txt": "【年龄要求】、【目的/教育意义】和【长度篇幅】。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 222, "global_sentence_id": 290, "edu_l1_label": "IOS"}, {"txt": "所以参考提示词如下：", "language": "chinese", "position": {"atoms": [{"position_id": 3007, "txt": "所以参考提示词如下：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 222, "global_sentence_id": 291, "edu_l1_label": "IOS"}, {"txt": "你是一名专业儿童绘本故事创作者，请创作一个适合中国4岁孩子阅读的英文故事，目的是让孩子了解并遵守幼儿园规则。", "language": "chinese", "position": {"atoms": [{"position_id": 3009, "txt": "你是一名专业儿童绘本故事创作者，请创作一个适合中国4岁孩子阅读的英文故事，目的是让孩子了解并遵守幼儿园规则。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[6]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 223, "global_sentence_id": 292, "edu_l1_label": "IOS"}, {"txt": "篇幅在20页左右。", "language": "chinese", "position": {"atoms": [{"position_id": 3010, "txt": "篇幅在20页左右。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[6]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 223, "global_sentence_id": 293, "edu_l1_label": "IOS"}, {"txt": "以下是收到的第一次回复：", "language": "chinese", "position": {"atoms": [{"position_id": 3012, "txt": "以下是收到的第一次回复：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[7]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 224, "global_sentence_id": 294, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3T4wdjU8A3T2t5Wi72tH2pM.png", "language": "chinese", "position": {"atoms": [{"position_id": 1683, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3T4wdjU8A3T2t5Wi72tH2pM.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[9]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 225, "global_sentence_id": 295, "edu_l1_label": "EDU_O"}, {"txt": "仅截取了前三页，但不难发现故事非常平庸。", "language": "chinese", "position": {"atoms": [{"position_id": 3014, "txt": "仅截取了前三页，但不难发现故事非常平庸。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[13]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 226, "global_sentence_id": 296, "edu_l1_label": "IOS"}, {"txt": "估计孩子很难喜欢。", "language": "chinese", "position": {"atoms": [{"position_id": 3015, "txt": "估计孩子很难喜欢。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[13]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 226, "global_sentence_id": 297, "edu_l1_label": "IOS"}, {"txt": "于是，我借鉴了故事写作界普遍接受的方法论：", "language": "chinese", "position": {"atoms": [{"position_id": 3017, "txt": "于是，我借鉴了故事写作界普遍接受的方法论：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[15]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 227, "global_sentence_id": 298, "edu_l1_label": "IOS"}, {"txt": "「story mountain」，来给AI生成的故事明确框架和元素。", "language": "chinese", "position": {"atoms": [{"position_id": 3018, "txt": "「story mountain」，来给AI生成的故事明确框架和元素。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[15]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 227, "global_sentence_id": 299, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2XjfDl1j5DHw1IZ5If2YtrIc.png", "language": "chinese", "position": {"atoms": [{"position_id": 1704, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2XjfDl1j5DHw1IZ5If2YtrIc.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[11]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 228, "global_sentence_id": 300, "edu_l1_label": "EDU_O"}, {"txt": "以下是GPT修改后的故事，严格按照“故事山”的结构进行：", "language": "chinese", "position": {"atoms": [{"position_id": 3020, "txt": "以下是GPT修改后的故事，严格按照“故事山”的结构进行：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[12]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 229, "global_sentence_id": 301, "edu_l1_label": "IOS"}, {"txt": "请根据story mountain作为故事设计框架，创作一个适合中国4岁孩子阅读的英文绘本故事。", "language": "chinese", "position": {"atoms": [{"position_id": 3022, "txt": "请根据story mountain作为故事设计框架，创作一个适合中国4岁孩子阅读的英文绘本故事。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[14]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 230, "global_sentence_id": 302, "edu_l1_label": "IOS"}, {"txt": "目的是让孩子了解并遵守幼儿园规则。", "language": "chinese", "position": {"atoms": [{"position_id": 3023, "txt": "目的是让孩子了解并遵守幼儿园规则。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[14]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 230, "global_sentence_id": 303, "edu_l1_label": "IOS"}, {"txt": "篇幅在15页左右。", "language": "chinese", "position": {"atoms": [{"position_id": 3024, "txt": "篇幅在15页左右。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[14]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 230, "global_sentence_id": 304, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3ekrxc4gg3rI2lZx5qMS3mo.png", "language": "chinese", "position": {"atoms": [{"position_id": 1725, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3ekrxc4gg3rI2lZx5qMS3mo.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[16]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 231, "global_sentence_id": 305, "edu_l1_label": "EDU_O"}, {"txt": "故事马上有了明显的转折起伏，但是现实生活中，真实的人类小孩要是这么乖巧听老师的话，那就真的不会有开头那一幕了。。。", "language": "chinese", "position": {"atoms": [{"position_id": 3026, "txt": "故事马上有了明显的转折起伏，但是现实生活中，真实的人类小孩要是这么乖巧听老师的话，那就真的不会有开头那一幕了。。。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 232, "global_sentence_id": 306, "edu_l1_label": "IOS"}, {"txt": "于是我想再让故事再变得与众不同一些，增加更多吸引力🧲，于是询问GPT给我提供方法论：", "language": "chinese", "position": {"atoms": [{"position_id": 3028, "txt": "于是我想再让故事再变得与众不同一些，增加更多吸引力🧲，于是询问GPT给我提供方法论：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 233, "global_sentence_id": 307, "edu_l1_label": "IOS"}, {"txt": "如果要增加故事的风格和吸引力，尤其是让儿童读者产生共鸣，请列出方法论：", "language": "chinese", "position": {"atoms": [{"position_id": 3030, "txt": "如果要增加故事的风格和吸引力，尤其是让儿童读者产生共鸣，请列出方法论：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[18]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 234, "global_sentence_id": 308, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/38Qftf2167Ap2T4yCh2NeG8N.png", "language": "chinese", "position": {"atoms": [{"position_id": 1755, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/38Qftf2167Ap2T4yCh2NeG8N.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[19]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 235, "global_sentence_id": 309, "edu_l1_label": "EDU_O"}, {"txt": "调整后的故事如下：", "language": "chinese", "position": {"atoms": [{"position_id": 3032, "txt": "调整后的故事如下：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 236, "global_sentence_id": 310, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/rk8lpaIcjN3turkJH9rp5.png", "language": "chinese", "position": {"atoms": [{"position_id": 1767, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/rk8lpaIcjN3turkJH9rp5.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[20]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 237, "global_sentence_id": 311, "edu_l1_label": "EDU_O"}, {"txt": "画面感强了很多，但是这个矛盾和解决仍然过于简单和仓促，想起了自己在【故事】这本书里看到的电影设计原理，于是我又给矛盾和冲突限定了下面几个方向：", "language": "chinese", "position": {"atoms": [{"position_id": 3034, "txt": "画面感强了很多，但是这个矛盾和解决仍然过于简单和仓促，想起了自己在【故事】这本书里看到的电影设计原理，于是我又给矛盾和冲突限定了下面几个方向：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[34]/section[22]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 238, "global_sentence_id": 312, "edu_l1_label": "IOS"}, {"txt": "在之前基础之上，请通过增加更多的奇幻元素和共同解决问题的游戏，让冲突和解决方式部分变得引人入胜，曲折生动。", "language": "chinese", "position": {"atoms": [{"position_id": 3036, "txt": "在之前基础之上，请通过增加更多的奇幻元素和共同解决问题的游戏，让冲突和解决方式部分变得引人入胜，曲折生动。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[35]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 239, "global_sentence_id": 313, "edu_l1_label": "IOS"}, {"txt": "让故事既富有教育意义，又充满乐趣。", "language": "chinese", "position": {"atoms": [{"position_id": 3037, "txt": "让故事既富有教育意义，又充满乐趣。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[35]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 239, "global_sentence_id": 314, "edu_l1_label": "IOS"}, {"txt": "来增强《Mimi's Kindergarten Adventure》这个故事的吸引力。", "language": "chinese", "position": {"atoms": [{"position_id": 3038, "txt": "来增强《Mimi's Kindergarten Adventure》这个故事的吸引力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[35]/pre/code/span"}]}, "tags": [], "label": "content", "web_segment_id": 239, "global_sentence_id": 315, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4u12aJ1BUzh23Cvke44lDXwe.png", "language": "chinese", "position": {"atoms": [{"position_id": 1791, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4u12aJ1BUzh23Cvke44lDXwe.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[36]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 240, "global_sentence_id": 316, "edu_l1_label": "EDU_O"}, {"txt": "至此，故事总算是符合要求了。", "language": "chinese", "position": {"atoms": [{"position_id": 3040, "txt": "至此，故事总算是符合要求了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[74]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 241, "global_sentence_id": 317, "edu_l1_label": "IOS"}, {"txt": "之所以拆解以上调试的步骤，是为了反推出ai生成符合预期的故事，过程中需要收到的指令，要素和特征，如下所示：", "language": "chinese", "position": {"atoms": [{"position_id": 3042, "txt": "之所以拆解以上调试的步骤，是为了反推出", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[37]/span[1]/span"}, {"position_id": 3044, "txt": "ai生成符合预期的故事，过程中需要收到的指令，要素和特征", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[37]/span[2]/strong/span"}, {"position_id": 3046, "txt": "，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[37]/span[2]/span[1]"}, {"position_id": 3048, "txt": "如下所示：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[37]/span[2]/span[2]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 242, "global_sentence_id": 318, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1pYsmW3VKbde3UCG1t2JGXdr.png", "language": "chinese", "position": {"atoms": [{"position_id": 1815, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1pYsmW3VKbde3UCG1t2JGXdr.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[39]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 243, "global_sentence_id": 319, "edu_l1_label": "EDU_O"}, {"txt": "结合以上需求，由景淮写作出了下方绘本故事生成Gpts👏", "language": "chinese", "position": {"atoms": [{"position_id": 3050, "txt": "结合以上需求，由景淮写作出了下方绘本故事生成Gpts👏", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[77]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 244, "global_sentence_id": 320, "edu_l1_label": "IOS"}, {"txt": "https://chat.openai.com/g/g-SgqIB4tbl-er-tong-hui-ben-gu-shi-sheng-cheng-1", "language": "chinese", "position": {"atoms": [{"position_id": 3052, "txt": "https://chat.openai.com/g/g-SgqIB4tbl-er-tong-hui-ben-gu-shi-sheng-cheng-1", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[78]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 245, "global_sentence_id": 321, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3nmSGC3TAChb4fQZS539CqMb.png", "language": "chinese", "position": {"atoms": [{"position_id": 1830, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3nmSGC3TAChb4fQZS539CqMb.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[40]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 246, "global_sentence_id": 322, "edu_l1_label": "EDU_O"}, {"txt": "2、绘本插图：", "language": "chinese", "position": {"atoms": [{"position_id": 3054, "txt": "2、绘本插图：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/h3[5]/strong/span/span"}]}, "tags": ["strong", "h3"], "label": "title2", "web_segment_id": 247, "global_sentence_id": 323, "edu_l1_label": "IOS"}, {"txt": "让孩子形象跃然纸上", "language": "chinese", "position": {"atoms": [{"position_id": 3055, "txt": "让孩子形象跃然纸上", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/h3[5]/strong/span/span"}]}, "tags": ["h3", "strong"], "label": "title2", "web_segment_id": 247, "global_sentence_id": 324, "edu_l1_label": "IOS"}, {"txt": "设想一下，如果白雪公主的样子变成自家小朋友，跃然纸上，是不是越来越多的小朋友会疯狂的爱上绘本阅读呢？", "language": "chinese", "position": {"atoms": [{"position_id": 3057, "txt": "设想一下，如果白雪公主的样子变成自家小朋友，跃然纸上，是不是越来越多的小朋友会疯狂的爱上绘本阅读呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[82]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 248, "global_sentence_id": 325, "edu_l1_label": "IOS"}, {"txt": "我们将刚刚第一个gpts生成的故事，连同孩子的图片一起上传给景淮写作的第二个插图绘制gpts，就能得到一本主人公长得像自家小孩的绘本了，简直是有趣极了！", "language": "chinese", "position": {"atoms": [{"position_id": 3059, "txt": "我们将刚刚第一个gpts生成的故事，连同孩子的图片一起上传给景淮写作的第二个插图绘制gpts，就能得到一本主人公长得像自家小孩的绘本了，简直是有趣极了！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/p[84]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 249, "global_sentence_id": 326, "edu_l1_label": "IOS"}, {"txt": "Gpts 2:", "language": "chinese", "position": {"atoms": [{"position_id": 3061, "txt": "Gpts 2:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[41]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 250, "global_sentence_id": 327, "edu_l1_label": "IOS"}, {"txt": " 插图绘制 （by景淮）", "language": "chinese", "position": {"atoms": [{"position_id": 3062, "txt": " 插图绘制 （by景淮）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[41]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 250, "global_sentence_id": 328, "edu_l1_label": "IOS"}, {"txt": "https://chat.openai.com/g/g-TqvsobcCS-er-tong-hui-ben-tu-pian-hui-zhi-", "language": "chinese", "position": {"atoms": [{"position_id": 3064, "txt": "https://chat.openai.com/g/g-TqvsobcCS-er-tong-hui-ben-tu-pian-hui-zhi-", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[42]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 251, "global_sentence_id": 329, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4DEnKs2rA1XO4zkgPd2fasFx.png", "language": "chinese", "position": {"atoms": [{"position_id": 1867, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4DEnKs2rA1XO4zkgPd2fasFx.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[43]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 252, "global_sentence_id": 330, "edu_l1_label": "EDU_O"}, {"txt": "步骤一：", "language": "chinese", "position": {"atoms": [{"position_id": 3066, "txt": "步骤一：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[44]/section/section/span[1]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 253, "global_sentence_id": 331, "edu_l1_label": "IOS"}, {"txt": "上传孩子照片，这里找了一幅网图，生成的卡通形象可以说是栩栩如生且非常可爱了！", "language": "chinese", "position": {"atoms": [{"position_id": 3068, "txt": "上传孩子照片，这里找了一幅网图，生成的卡通形象可以说是栩栩如生且非常可爱了！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[44]/section/section/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 253, "global_sentence_id": 332, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2MmpkvElsTE2kwVJD4eaqwD.png", "language": "chinese", "position": {"atoms": [{"position_id": 1886, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2MmpkvElsTE2kwVJD4eaqwD.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[45]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 254, "global_sentence_id": 333, "edu_l1_label": "EDU_O"}, {"txt": "步骤二：", "language": "chinese", "position": {"atoms": [{"position_id": 3070, "txt": "步骤二：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[47]/section[1]/span[1]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 255, "global_sentence_id": 334, "edu_l1_label": "IOS"}, {"txt": "上传刚刚第一个gpts生成的故事文本。", "language": "chinese", "position": {"atoms": [{"position_id": 3072, "txt": "上传刚刚第一个gpts生成的故事文本。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[47]/section[1]/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 255, "global_sentence_id": 335, "edu_l1_label": "IOS"}, {"txt": "即可得到每一页故事的插图。", "language": "chinese", "position": {"atoms": [{"position_id": 3073, "txt": "即可得到每一页故事的插图。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[1]/section/section/section/section[13]/section[3]/span/section/section[6]/section[47]/section[1]/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 255, "global_sentence_id": 336, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4e5EfzwWb7D1dfz1i1MPyhc.png", "language": "chinese", "position": {"atoms": [{"position_id": 1905, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4e5EfzwWb7D1dfz1i1MPyhc.png", "x": 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# 【家长必读】外研社培训师揭秘AI时代的英语启蒙全攻略——从零到绘本阅读 ## 01 英语启蒙的底层逻辑和目标 ## 02 一条完整的英语启蒙路线 ### 0-3岁阶段:听力先行互动中消除英语的陌生感。 #### 1、多听儿歌，多跟着儿歌互动 #### 2、AI 如何辅助家庭儿歌启蒙？ #### 3、创造亲子口语沉浸式环境 #### 4、AI 辅助创造亲子对话环境 ### 3-6岁：自然拼读+分级读物+绘本 #### 1、自然拼读学习路线和避坑指南 #### 2、自然拼读到底学什么？ #### 3、自然拼读练习方式 #### 4、AI如何辅助自然拼读 ##### 练习方式一：学会提问 ##### 练习方式二：AI 智能体生成自拼小故事 ### AI 辅助绘本阅读 #### 1、设计能和孩子产生共鸣的故事 #### 2、绘本插图：让孩子形象跃然纸上 #### 3、如何练表达 ## 03 英语启蒙的里程碑：自主阅读 ### 1.拿出曾经读过的最简单的分级读物，让孩子尝试自己指读 ### 2.选择有情节的桥梁书听+读 ### 3.父母和孩子一起读一本书
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"web_segment_id": 177, "global_sentence_id": 99, "edu_l1_label": "EDU_O"}, {"txt": "互联网新闻信息服务许可证10120180010]", "language": "chinese", "position": {"atoms": [{"position_id": 1201, "txt": "互联网新闻信息服务许可证10120180010", "x": "/html/body/div[10]/div[3]/div[1]/a[6]"}, {"position_id": 1203, "txt": "]", "x": "/html/body/div[10]/div[3]/div[1]/a[6]"}]}, "tags": [], "label": "O", "web_segment_id": 176, "global_sentence_id": 100, "edu_l1_label": "EDU_O"}, {"txt": "违法和不良信息举报电话：", "language": "chinese", "position": {"atoms": [{"position_id": 1205, "txt": "违法和不良信息举报电话：", "x": "/html/body/div[10]/div[3]/div[1]/br[2]"}]}, "tags": ["br"], "label": "O", "web_segment_id": 178, "global_sentence_id": 101, "edu_l1_label": "EDU_O"}, {"txt": "15699788000 举报邮箱：", "language": "chinese", "position": {"atoms": [{"position_id": 1206, "txt": "15699788000 举报邮箱：", "x": "/html/body/div[10]/div[3]/div[1]/br[2]"}]}, "tags": ["br"], "label": "O", "web_segment_id": 178, "global_sentence_id": 102, "edu_l1_label": "EDU_O"}, {"txt": "[email protected] ", "language": "chinese", "position": {"atoms": [{"position_id": 1207, "txt": "[email protected] ", "x": "/html/body/div[10]/div[3]/div[1]/br[2]"}]}, "tags": ["br"], "label": "O", "web_segment_id": 178, "global_sentence_id": 103, "edu_l1_label": "EDU_O"}, {"txt": "举报受理和处置管理办法 总机：", "language": "chinese", "position": {"atoms": [{"position_id": 1209, "txt": "举报受理和处置管理办法", "x": "/html/body/div[10]/div[3]/div[1]/a[7]"}, {"position_id": 1211, "txt": " 总机：", "x": "/html/body/div[10]/div[3]/div[1]/a[7]"}]}, "tags": [], "label": "O", "web_segment_id": 176, "global_sentence_id": 104, "edu_l1_label": "EDU_O"}, {"txt": "86-10-87826688", "language": "chinese", "position": {"atoms": [{"position_id": 1212, "txt": "86-10-87826688", "x": "/html/body/div[10]/div[3]/div[1]/a[7]"}]}, "tags": [], "label": "O", "web_segment_id": 176, "global_sentence_id": 105, "edu_l1_label": "EDU_O"}, {"txt": "Copyright ©1999-2025 chinanews.com. All Rights Reserved", "language": "chinese", "position": {"atoms": [{"position_id": 1214, "txt": "Copyright ©1999-2025 chinanews.com. All Rights Reserved", "x": "/html/body/div[10]/div[3]/div[2]"}]}, "tags": [], "label": "O", "web_segment_id": 179, "global_sentence_id": 106, "edu_l1_label": "EDU_O"}, {"txt": "评论", "language": "chinese", "position": {"atoms": [{"position_id": 1216, "txt": "评论", "x": "/html/body/div[14]/div[1]/p"}]}, "tags": [], "label": "O", "web_segment_id": 186, "global_sentence_id": 107, "edu_l1_label": "EDU_O"}, {"txt": "顶部", "language": "chinese", "position": {"atoms": [{"position_id": 1218, "txt": "顶部", "x": "/html/body/div[14]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 189, "global_sentence_id": 108, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 近十年，重庆师范大学三万多名毕业生投身西部建设 ## 到最需要的地方挥洒青春热情(报效祖国 建功西部) ## 榜样引领，激扬青春理想 ## 政策支持，助力奋斗成长 ## 青春绽放，书写动人篇章
d7846d5f-a31f-4d4e-89e3-ef1af2434937
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test/raw_pdf_files/d7846d5f-a31f-4d4e-89e3-ef1af2434937.pdf
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141.71亿元，同增38.63%，CAGR2020-2024达23.95％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.742, 0.577, 0.89, 0.587], [0.38, 0.598, 0.882, 0.61], [0.38, 0.62, 0.582, 0.631]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 365, "edu_l1_label": "IOS"}, {"txt": "伴随渠道调整完成以及新业务加速放量，利润端于2020年扭亏后进入高速上升通道，2024年归母净利润10.88亿元，同增81.90%,CAGR2020-2024为96.48％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.582, 0.62, 0.9, 0.632], [0.382, 0.641, 0.89, 0.651], [0.38, 0.663, 0.799, 0.673]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 366, "edu_l1_label": "IOS"}, {"txt": "作为创新性平台型科技企业，我们认为九号公司优势显著：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.415, 0.683, 0.881, 0.696]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 367, "edu_l1_label": "IOS"}, {"txt": " ①智能化优势：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.881, 0.687, 0.892, 0.696], [0.38, 0.704, 0.499, 0.717]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 368, "edu_l1_label": "IOS"}, {"txt": " 更强的创新基因和自主知识产权核心技术体系，深挖用户潜在需求，形成“智能化”品牌属性，用技术打破竞争壁垒：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.499, 0.704, 0.88, 0.717], [0.381, 0.726, 0.89, 0.738], [0.38, 0.748, 0.424, 0.758]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 369, "edu_l1_label": "IOS"}, {"txt": "2023年研发人员占比38.9%，国内＋海外授权专利 3000＋项，研发费率为6+%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, 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"tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 376, "edu_l1_label": "IOS"}, {"txt": "⑤高标准的产品质量与服务：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.504, 0.855, 0.81, 0.866]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 377, "edu_l1_label": "IOS"}, {"txt": " 电动车Emark/DOT/CNAS等多种国际认证。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.81, 0.855, 0.888, 0.866], [0.38, 0.877, 0.662, 0.887]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 378, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.379, 0.913, 0.881, 0.926]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 10, 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0.102]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 745, "edu_l1_label": "IOS"}, {"txt": "新国标24年底发布、25年有望落地，推动存量市场中不达标的老车换新，叠加以旧换新政策催化，两轮车替换需求有望得到充分释放。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20800000, "bbox": [[0.54, 0.091, 0.89, 0.102], [0.382, 0.113, 0.888, 0.124], [0.381, 0.134, 0.607, 0.145]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 746, "edu_l1_label": "IOS"}, {"txt": "九号公司在高端智能电动车行业处于领先地位，并持续进行新品迭代，门店扩张、营销推广加速，我们预计2024-2026年实现收入76.06/111.17/144.44亿元，分别同比增长70.05%/46.16%/29.92%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20800000, "bbox": [[0.607, 0.134, 0.89, 0.145], [0.381, 0.156, 0.879, 0.167], [0.381, 0.176, 0.89, 0.188], [0.382, 0.198, 0.652, 0.209]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 747, "edu_l1_label": "IOS"}, {"txt": "伴随产品价格带逐步丰富，规模效应逐步显现，毛利率有望持续提升，分别为23.23%/24.63%/25.53%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20800000, "bbox": [[0.652, 0.198, 0.889, 0.208], [0.382, 0.22, 0.889, 0.23], [0.38, 0.242, 0.578, 0.252]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 748, "edu_l1_label": "IOS"}, {"txt": "2）平衡车＆滑板车：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20900000, "bbox": [[0.415, 0.262, 0.573, 0.273]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 749, "edu_l1_label": "IOS"}, {"txt": "从外部看，电动滑板车国内路权有望释放，市场需求有望加速增长；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20900000, "bbox": [[0.573, 0.262, 0.89, 0.273], [0.381, 0.283, 0.606, 0.294]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, 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"content", "web_segment_id": 7, "global_sentence_id": 758, "edu_l1_label": "IOS"}, {"txt": "毛利率分别为37.23%/37.18%/37.17%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21100000, "bbox": [[0.683, 0.562, 0.887, 0.572], [0.38, 0.584, 0.577, 0.594]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 759, "edu_l1_label": "IOS"}, {"txt": "其中全地形车业务有望实现收入增速40.39%/31.30%/26.25%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21100000, "bbox": [[0.577, 0.584, 0.889, 0.593], [0.38, 0.605, 0.578, 0.615]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 760, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21200000, "bbox": [[0.379, 0.913, 0.887, 0.925]]}]}, "tags": ["footer"], "label": "O", 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# 科赋消费，智能化＋机器人双驱动 ## 1 科技为基、产品为核，智能短交龙头业务多点开花 ### 1.1 投资逻辑：产品创新引领智能化革命，资本赋能创新基因商业化 ### 1.2 平衡车和滑板车稳健，两轮车、机器人打造多元增长极 #### 收入基本盘从平衡车＆滑板车转变为两轮车，新拓业务逐步成为增长引擎。 #### 国内市场表现稳健，海外业务高歌猛进，内外销占比趋于均衡。 #### 渠道调整接近尾声，自主品牌业务快速增长。 ## 2 两轮车：卡位智能化、高端化赛道，新国标及国补刺激需求释放 ### 2.1 国内市场：新国标$+$国补政策释放焕新需求，行业集中度持续提升 #### 千亿级市场空间广阔，多重利好因素催化下，行业增长动力充足。 #### 行业洗牌加速出清，竞争格局持续优化。 ### 2.2 海外市场：蓝海市场空间广阔，国内龙头加速布局 #### 海外市场增长空间广阔，市场竞争较分散。 #### 国产电动两轮车加速出海，寻求新增量。 ### 2.3 公司：产品矩阵丰富，高端智能品牌形象深入人心 #### 九号公司两轮车产品矩阵丰富。 #### 高端化品牌形象深入人心，具备一定的品牌溢价。 #### 我们认为公司在高端化市场具备优势： #### 公司电动两轮车智能化、安全性领跑行业。 ## 3 平衡车＆滑板车：B端业务调整完成，自主品牌助力增长恢复 ### 3.1 行业：欧美智能短交需求旺盛，国内静待路权开放 #### 全球智能短交产品需求方兴未艾，优势凸显。 #### 1）电动平衡车： #### 2）电动滑板车： ### 3.2 公司：平衡车＆滑板车起家，转型自主有望恢复增长 #### 平衡车＆滑板车为早期业务基本盘，渠道调整结束、自主品牌助力增长恢复。 #### 滑板车产品矩阵丰富，持续巩固行业龙头地位。 ## 4 机器人：智能化趋势显著，蓝海市场前景广阔 ### 4.1 割草机器人：欧美为主要消费市场，持续走向智能化 #### 割草机器人市场在人口老龄化、生活方式改变和环保意识增强等因素的驱动下，呈现出快速发展的态势。 #### 竞争格局高度集中，富世华$+$宝时得市场份额占九成。 #### 底层智能技术积累产品优势，有望解决传统产品痛点。 ### 4.2 其他服务机器人：配送机器人 #### 处于蓝海市场，需求具备确定性。 #### 公司业务逐步扩展，产品线持续扩充。 ## 5 全地形车：国际龙头占据主导，九号制造进军海外市场 ### 5.1 行业：欧美市场需求稳健，国际龙头具有先发优势 #### 欧美地区为全地形车主流市场，国内市场具备增长潜力。 #### 终端消费以欧美市场为主，市场高度集中，头部企业为欧美老牌厂商。 ### 5.2 公司：九号制造走向海外，新品助力市场份额提升 ## 6 盈利预测与投资建议 ### 6.1 盈利预测 #### 1）电动两轮车： #### 2）平衡车＆滑板车： #### 3）机器人： #### 4）其他产品： ### 6.2 投资建议 ## 7 风险提示： ### （1）需求不及预期风险：以旧换新等补贴可能对产品销售增长提振效果不显著，导致公司产品销售增长不及预期。 ### （2）新品销售不及预期风险：短交行业竞争激烈，若公司产品推新的速度和时机没有把握好，可能会导致公司业绩增长不及预期。 ### （4）汇率波动风险：公司出口业务主要以美元等外币结算，汇率波动可能对公司毛利率和汇兑损益产生影响。 ### （5）监管政策风险：
ce660328-fdc5-4f98-92c3-c39ce0e7ac4b
web
test/raw_web_htmls/ce660328-fdc5-4f98-92c3-c39ce0e7ac4b.html
https://arstechnica.com/google/2025/03/google-agrees-with-openai-that-copyright-has-no-place-in-ai-development/
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", "language": "english", "position": {"atoms": [{"position_id": 430, "txt": "When I pirate I am training my organic AI, therefore, laws do not apply to me. ", "x": "/html/body/div[2]/main/div[1]/section/div/div[1]/div/div[2]/article/div[1]"}]}, "tags": [], "label": "O", "web_segment_id": 32, "global_sentence_id": 64, "edu_l1_label": "EDU_O"}, {"txt": " If that fails, can I scan it through an ondevice AI and claim its training? ", "language": "english", "position": {"atoms": [{"position_id": 432, "txt": " If that fails, can I scan it through an ondevice AI and claim its training? ", "x": "/html/body/div[2]/main/div[1]/section/div/div[1]/div/div[2]/article/div[1]/br[2]"}]}, "tags": ["br"], "label": "O", "web_segment_id": 33, "global_sentence_id": 65, "edu_l1_label": "EDU_O"}, {"txt": " As typical in the US.", "language": "english", "position": {"atoms": [{"position_id": 434, "txt": " As typical in the US.", "x": "/html/body/div[2]/main/div[1]/section/div/div[1]/div/div[2]/article/div[1]/br[4]"}]}, "tags": ["br"], "label": "O", "web_segment_id": 34, "global_sentence_id": 66, "edu_l1_label": "EDU_O"}, {"txt": " Laws applicable to the rich are not the same laws applicable to the masses.", "language": "english", "position": {"atoms": [{"position_id": 435, "txt": " Laws applicable to the rich are not the same laws applicable to the masses.", "x": "/html/body/div[2]/main/div[1]/section/div/div[1]/div/div[2]/article/div[1]/br[4]"}]}, "tags": ["br"], "label": "O", "web_segment_id": 34, "global_sentence_id": 67, "edu_l1_label": "EDU_O"}, {"txt": "March 14, 2025 at 4:", "language": "english", "position": {"atoms": [{"position_id": 437, "txt": "March 14, 2025 at 4:", "x": "/html/body/div[2]/main/div[1]/section/div/div[1]/div/div[2]/article/div[2]/a/time"}]}, "tags": [], "label": "O", "web_segment_id": 35, "global_sentence_id": 68, "edu_l1_label": "EDU_O"}, {"txt": "53 pm", "language": "english", "position": {"atoms": [{"position_id": 438, "txt": "53 pm", "x": "/html/body/div[2]/main/div[1]/section/div/div[1]/div/div[2]/article/div[2]/a/time"}]}, "tags": [], "label": "O", "web_segment_id": 35, "global_sentence_id": 69, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# Google joins OpenAI in pushing feds to codify AI training as fair use ## Google’s position on AI regulation: Trust us, bro
1d08e99d-7ff6-49c5-b6f9-0d3a6ad0bd00
web
test/raw_web_htmls/1d08e99d-7ff6-49c5-b6f9-0d3a6ad0bd00.html
http://www.leikeji.com/article/69112
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Ultra的第一个大改点是屏幕形态，当国产旗舰机型们依旧在坚持四边微曲屏时，OPPO终于第一个站出来更换成了网上呼声极高的直屏设计，也让OPPO Find X8 Ultra的正面视觉观感要比友商的Ultra要明显宽一些。", "language": "chinese", "position": {"atoms": [{"position_id": 499, "txt": "OPPO Find X8 Ultra的第一个大改点是屏幕形态，当国产旗舰机型们依旧在坚持四边微曲屏时，OPPO终于第一个站出来更换成了网上呼声极高的直屏设计，也让OPPO Find X8 Ultra的正面视觉观感要比友商的Ultra要明显宽一些。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[13]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "实际上手也确实如此，6.78英寸的直屏配合直角边框，如果你的手掌不够大的话很难做到单手掌控，看来颜值和手感两者很难在超大杯上兼得。", "language": "chinese", "position": {"atoms": [{"position_id": 501, "txt": "实际上手也确实如此，6.78英寸的直屏配合直角边框，如果你的手掌不够大的话很难做到单手掌控，看来颜值和手感两者很难在超大杯上兼得。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[15]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 13, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/129I7R2PErGL3VOmja1Avi6V.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 148, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/129I7R2PErGL3VOmja1Avi6V.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[17]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 14, "global_sentence_id": 20, "edu_l1_label": "EDU_O"}, {"txt": "（图片来源：", "language": "chinese", "position": {"atoms": [{"position_id": 503, "txt": "（图片来源：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[18]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 15, "global_sentence_id": 21, "edu_l1_label": "EDU_O"}, {"txt": "雷科技摄制）", "language": "chinese", "position": {"atoms": [{"position_id": 504, "txt": "雷科技摄制）", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[18]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 15, "global_sentence_id": 22, "edu_l1_label": "EDU_O"}, {"txt": "关于这块屏幕小雷简单提一嘴：", "language": "chinese", "position": {"atoms": [{"position_id": 506, "txt": "关于这块屏幕小雷简单提一嘴：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[20]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "6.78英寸2K高刷屏、510PPI、原彩ProXDR、钻石显示技术、1600nits全局峰值亮度、100% DCI-P3，符合当下旗舰水准。", "language": "chinese", "position": {"atoms": [{"position_id": 507, "txt": "6.78英寸2K高刷屏、510PPI、原彩ProXDR、钻石显示技术、1600nits全局峰值亮度、100% DCI-P3，符合当下旗舰水准。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[20]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/wy7DJ1FpVEV4kQAKp1kBdQM.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 156, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/wy7DJ1FpVEV4kQAKp1kBdQM.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[22]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 17, "global_sentence_id": 25, "edu_l1_label": "EDU_O"}, {"txt": "（图片来源：", "language": "chinese", "position": {"atoms": [{"position_id": 509, "txt": "（图片来源：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[23]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 18, "global_sentence_id": 26, "edu_l1_label": "EDU_O"}, {"txt": "雷科技摄制）", "language": "chinese", "position": {"atoms": [{"position_id": 510, "txt": "雷科技摄制）", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[23]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 18, "global_sentence_id": 27, "edu_l1_label": "EDU_O"}, {"txt": "除了屏幕形态的变化，OPPO Find X8 Ultra还在中框左上角增加了一颗可自定义的多功能按键，具体体验我们后续会聊到。", "language": "chinese", "position": {"atoms": [{"position_id": 512, "txt": "除了屏幕形态的变化，OPPO Find X8 Ultra还在中框左上角增加了一颗可自定义的多功能按键，具体体验我们后续会聊到。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 19, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "不过小雷还是想吐槽一下，这颗按键的位置未免也太靠上了一些，在正常的握持姿势下几乎要将食指完全伸直才能勉强触碰到按键。", "language": "chinese", "position": {"atoms": [{"position_id": 513, "txt": "不过小雷还是想吐槽一下，这颗按键的位置未免也太靠上了一些，在正常的握持姿势下几乎要将食指完全伸直才能勉强触碰到按键。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 19, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "当然，音量键和电源键也是同样的问题，或许OPPO的设计师手掌真的很大吧。", "language": "chinese", "position": {"atoms": [{"position_id": 515, "txt": "当然，音量键和电源键也是同样的问题，或许OPPO的设计师手掌真的很大吧。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 20, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "其他外观方面OPPO Find X8 Ultra和整个Find X8系列就没有什么明显的差距和变化了，这一点小雷其实是有些不满的。", "language": "chinese", "position": {"atoms": [{"position_id": 517, "txt": "其他外观方面OPPO Find X8 Ultra和整个Find X8系列就没有什么明显的差距和变化了，这一点小雷其实是有些不满的。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "所谓的Ultra应该在设计、功能、影像以及黑科技方面跟整个系列拉开差距，才能彰显出Ultra的不同，倘若Find X8 Ultra能在相机Deco上做出一点点改变，或许会更好一些。", "language": "chinese", "position": {"atoms": [{"position_id": 518, "txt": "所谓的Ultra应该在设计、功能、影像以及黑科技方面跟整个系列拉开差距，才能彰显出Ultra的不同，倘若Find X8 Ultra能在相机Deco上做出一点点改变，或许会更好一些。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3WYkur3iZzVh2fJSTH2dI6Nk.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 170, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3WYkur3iZzVh2fJSTH2dI6Nk.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[31]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 22, "global_sentence_id": 33, "edu_l1_label": "EDU_O"}, {"txt": "（图片来源：", "language": "chinese", "position": {"atoms": [{"position_id": 520, "txt": "（图片来源：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[32]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 23, "global_sentence_id": 34, "edu_l1_label": "EDU_O"}, {"txt": "雷科技摄制）", "language": "chinese", "position": {"atoms": [{"position_id": 521, "txt": "雷科技摄制）", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[32]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 23, "global_sentence_id": 35, "edu_l1_label": "EDU_O"}, {"txt": "说完一些不满的点，小雷也必须承认OPPO Find X8 Ultra的整机质感做得相当到位，无论是中框、屏幕的边框收窄设计还是后置的Deco都十分贴合旗舰的水准。", "language": "chinese", "position": {"atoms": [{"position_id": 523, "txt": "说完一些不满的点，小雷也必须承认OPPO Find X8 Ultra的整机质感做得相当到位，无论是中框、屏幕的边框收窄设计还是后置的Deco都十分贴合旗舰的水准。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 24, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "而且虽说机身的重量来到了226g，但整机的重心做得比较合理，拿在手中不会感觉到头重脚轻。", "language": "chinese", "position": {"atoms": [{"position_id": 525, "txt": "而且虽说机身的重量来到了226g，但整机的重心做得比较合理，拿在手中不会感觉到头重脚轻。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[34]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 24, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "「五颗镜头」加持，影像又破天花板了？", "language": "chinese", "position": {"atoms": [{"position_id": 527, "txt": "「五颗镜头」加持，影像又破天花板了？", "x": "/html/body/div[2]/div/article/div[2]/div[2]/h1[2]"}]}, "tags": ["h1"], "label": "title1", "web_segment_id": 25, "global_sentence_id": 38, "edu_l1_label": "BOS"}, {"txt": "影像旗舰之所以能对得起这个名号，除了更好的画质表现外，更加齐全的焦段也是关键因素之一，焦段的配置就决定了你能够拍摄到的题材。", "language": "chinese", "position": {"atoms": [{"position_id": 529, "txt": "影像旗舰之所以能对得起这个名号，除了更好的画质表现外，更加齐全的焦段也是关键因素之一，焦段的配置就决定了你能够拍摄到的题材。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "举个例子，你去公园游玩时看到一只毛发特别鲜艳的鸟，想将它收入画面中，如果你的焦段不够长，就只能拍到它的轮廓，根本看不到任何细节。", "language": "chinese", "position": {"atoms": [{"position_id": 530, "txt": "举个例子，你去公园游玩时看到一只毛发特别鲜艳的鸟，想将它收入画面中，如果你的焦段不够长，就只能拍到它的轮廓，根本看不到任何细节。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "OPPO Find X8 Ultra应该是目前市面上第一台搭载了后置「五摄」的超大杯机型。", "language": "chinese", "position": {"atoms": [{"position_id": 532, "txt": "OPPO Find X8 Ultra应该是目前市面上第一台搭载了后置「五摄」的超大杯机型。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 27, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "是的，在6倍潜望长焦镜头下方还有一颗非常mini的镜头，严格意义上来来说它不是一颗镜头，但它真正参与到了相机成像的流程当中。", "language": "chinese", "position": {"atoms": [{"position_id": 533, "txt": "是的，在6倍潜望长焦镜头下方还有一颗非常mini的镜头，严格意义上来来说它不是一颗镜头，但它真正参与到了相机成像的流程当中。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 27, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/EmMFj4xU5cI18Dh0X2Tzt4D.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 188, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/EmMFj4xU5cI18Dh0X2Tzt4D.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[41]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 28, "global_sentence_id": 43, "edu_l1_label": "EDU_O"}, {"txt": "（图片来源：", "language": "chinese", "position": {"atoms": [{"position_id": 535, "txt": "（图片来源：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[42]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 29, "global_sentence_id": 44, "edu_l1_label": "EDU_O"}, {"txt": "雷科技摄制）", "language": "chinese", "position": {"atoms": [{"position_id": 536, "txt": "雷科技摄制）", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[42]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 29, "global_sentence_id": 45, "edu_l1_label": "EDU_O"}, {"txt": "OPPO将其命名为丹霞原彩镜头，从这个命名大家也可以猜出它是为了进一步还原传感器捕捉到的色温和光线。", "language": "chinese", "position": {"atoms": [{"position_id": 538, "txt": "OPPO将其命名为丹霞原彩镜头，从这个命名大家也可以猜出它是为了进一步还原传感器捕捉到的色温和光线。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[44]"}]}, "tags": [], "label": "content", "web_segment_id": 30, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "但它的实现原理却非常有意思，传统的手机并不会配备色温传感器，导致相机传感器在捕捉图像时会一股脑得把所「看」的所有色彩都塞入图片当中，如果是遇到酒吧、音乐节、演唱会这类光线特别复杂的环境，整张照片看上去五颜六色，根本不能被称为一张成片。", "language": "chinese", "position": {"atoms": [{"position_id": 540, "txt": "但它的实现原理却非常有意思，传统的手机并不会配备色温传感器，导致相机传感器在捕捉图像时会一股脑得把所「看」的所有色彩都塞入图片当中，如果是遇到酒吧、音乐节、演唱会这类光线特别复杂的环境，整张照片看上去五颜六色，根本不能被称为一张成片。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[44]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 30, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4zI1gl3shbIx2imz072tXrPN.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 197, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4zI1gl3shbIx2imz072tXrPN.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[46]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 31, "global_sentence_id": 48, "edu_l1_label": "EDU_O"}, {"txt": "（图片来源：", "language": "chinese", "position": {"atoms": [{"position_id": 542, "txt": "（图片来源：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[47]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 32, "global_sentence_id": 49, "edu_l1_label": "EDU_O"}, {"txt": "雷科技摄制，某友商机型）", "language": "chinese", "position": {"atoms": [{"position_id": 543, "txt": "雷科技摄制，某友商机型）", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[47]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 32, "global_sentence_id": 50, "edu_l1_label": "EDU_O"}, {"txt": "而这颗单独的镜头就能帮助OPPO Find X8 Ultra辨别画面中的不同的色彩，并通过内置的分区色温感知技术识别有多少种色彩光源以及这些光源身处的位置，如何影响到整个环境。", "language": "chinese", "position": {"atoms": [{"position_id": 545, "txt": "而这颗单独的镜头就能帮助OPPO Find X8 Ultra辨别画面中的不同的色彩，并通过内置的分区色温感知技术识别有多少种色彩光源以及这些光源身处的位置，如何影响到整个环境。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "从原理上听起来确实有些复杂，小雷丢出这张样张大家应该就能明白。", "language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "从原理上听起来确实有些复杂，小雷丢出这张样张大家应该就能明白。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/329wDG1AHgaF3otwtL2hncyV.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 208, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/329wDG1AHgaF3otwtL2hncyV.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[53]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 35, "global_sentence_id": 53, "edu_l1_label": "EDU_O"}, {"txt": "（图片来源：", "language": "chinese", "position": {"atoms": [{"position_id": 549, "txt": "（图片来源：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[54]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 36, "global_sentence_id": 54, "edu_l1_label": "EDU_O"}, {"txt": "雷科技摄制）", "language": "chinese", "position": {"atoms": [{"position_id": 550, "txt": "雷科技摄制）", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[54]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 36, "global_sentence_id": 55, "edu_l1_label": "EDU_O"}, {"txt": "先说一下拍摄场景，当时现场只有红色指示牌光源以及远处高楼的零星灯光时，以往不管是用手机还是相机在这种场景下拍摄人像时一般会出现两个问题：", "language": "chinese", "position": {"atoms": [{"position_id": 552, "txt": "先说一下拍摄场景，当时现场只有红色指示牌光源以及远处高楼的零星灯光时，以往不管是用手机还是相机在这种场景下拍摄人像时一般会出现两个问题：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "一是画面噪点过多导致整个照片看起来特别脏；", "language": "chinese", "position": {"atoms": [{"position_id": 553, "txt": "一是画面噪点过多导致整个照片看起来特别脏；", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "另一个就是红色光源导致整张照片的白平衡严重偏红，不管是模特的肤色、衣服还是背景都会染上一层明显的红色。", "language": "chinese", "position": {"atoms": [{"position_id": 554, "txt": "另一个就是红色光源导致整张照片的白平衡严重偏红，不管是模特的肤色、衣服还是背景都会染上一层明显的红色。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "而OPPO Find X8 Ultra则很好地识别了红色光源对整个环境的影响，并通过算法尽可能还原了各个物体的本色。", "language": "chinese", "position": 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"edu_l1_label": "EDU_O"}, {"txt": "雷科技摄制）", "language": "chinese", "position": {"atoms": [{"position_id": 559, "txt": "雷科技摄制）", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[61]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 40, "global_sentence_id": 62, "edu_l1_label": "EDU_O"}, {"txt": "如果在光源较为简单且干净的环境中，OPPO Find X8 Ultra就会对纯黑的背景色再做一次优化，让整个照片看起来更为立体更有层次感，而且纯黑也能很好地盖住画面存在的噪点。", "language": "chinese", "position": {"atoms": [{"position_id": 561, "txt": "如果在光源较为简单且干净的环境中，OPPO Find X8 Ultra就会对纯黑的背景色再做一次优化，让整个照片看起来更为立体更有层次感，而且纯黑也能很好地盖住画面存在的噪点。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/MbfJK3zX62T35zjiGbtD20.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 228, "txt": "<img 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"EDU_O"}, {"txt": "雷科技摄制）", "language": "chinese", "position": {"atoms": [{"position_id": 569, "txt": "雷科技摄制）", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[75]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 48, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}, {"txt": "在开启系统自带的大师模式后，OPPO Find X8 Ultra能够进一步利用传感器的进光量优势，让它在室内、室外还是暗光环境下都能取得相当出色的质感，另外在光影的加持下也能让照片看起来更为立体，层次感也更加丰富。", "language": "chinese", "position": {"atoms": [{"position_id": 571, "txt": "在开启系统自带的大师模式后，OPPO Find X8 Ultra能够进一步利用传感器的进光量优势，让它在室内、室外还是暗光环境下都能取得相当出色的质感，另外在光影的加持下也能让照片看起来更为立体，层次感也更加丰富。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[77]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/35lcwH46gY723F8fzWjT7Bs.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 253, "txt": "<img 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"在大师模式中，我们还能对官方提供的多个滤镜进行自定义参数调整，更重要的是，使用大师模式所拍摄的照片，在HDR算法和锐化方面的痕迹会保守，再搭配RAW格式，非常适合那些喜欢后期调色的用户使用。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[82]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "当然，作为影像旗舰，Find X8 Ultra的成像质量无需多言，其中主摄和3倍潜望长焦的表现最让小雷惊喜。", "language": "chinese", "position": {"atoms": [{"position_id": 578, "txt": "当然，作为影像旗舰，Find X8 Ultra的成像质量无需多言，其中主摄和3倍潜望长焦的表现最让小雷惊喜。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[84]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "先说主摄，其是我们的老朋友LYT900，这颗传感器已经在多款影像旗舰上应用，它的实力大家都心知肚明，超大尺寸传感面积带来的进光量优势是普通传感器无法比拟的，同时宽广的动态范围使得高光和阴影部分的细节都能得到充分保留，避免了过曝或欠曝的情况发生。", "language": "chinese", "position": {"atoms": [{"position_id": 580, "txt": "先说主摄，其是我们的老朋友LYT900，这颗传感器已经在多款影像旗舰上应用，它的实力大家都心知肚明，超大尺寸传感面积带来的进光量优势是普通传感器无法比拟的，同时宽广的动态范围使得高光和阴影部分的细节都能得到充分保留，避免了过曝或欠曝的情况发生。", "x": 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"web_segment_id": 60, "global_sentence_id": 87, "edu_l1_label": "EDU_O"}, {"txt": "稍稍有些可惜的是，在友商们都用上两亿像素的超长焦镜头时，OPPO Find X8 Ultra依旧使用的是一颗5000万像素的中底传感器，虽说就小雷个人的体验来看，它的表现并不比两亿像素差多少，但起码在宣传上，友商会更有优势，毕竟用户都是「数字敏感动物」。", "language": "chinese", "position": {"atoms": [{"position_id": 592, "txt": "稍稍有些可惜的是，在友商们都用上两亿像素的超长焦镜头时，OPPO Find X8 Ultra依旧使用的是一颗5000万像素的中底传感器，虽说就小雷个人的体验来看，它的表现并不比两亿像素差多少，但起码在宣传上，友商会更有优势，毕竟用户都是「数字敏感动物」。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[98]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4qgJ0A1Jb7WG4ex0bl1RMJF4.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 287, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4qgJ0A1Jb7WG4ex0bl1RMJF4.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[100]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 62, 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"web_segment_id": 64, "global_sentence_id": 92, "edu_l1_label": "EDU_O"}, {"txt": "单从硬件层面来看，OPPO Find X8 Ultra让小雷有些小失望，每颗镜头都很强，但没有强到那种跟友商拉开距离的程度，给小雷的感觉更像是一台全方位升级的超级水桶机。", "language": "chinese", "position": {"atoms": [{"position_id": 597, "txt": "单从硬件层面来看，OPPO Find X8 Ultra让小雷有些小失望，每颗镜头都很强，但没有强到那种跟友商拉开距离的程度，给小雷的感觉更像是一台全方位升级的超级水桶机。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[105]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "但在全新影像系统和算法的加持下，OPPO Find X8 Ultra的易上手程度是远超友商的Ultra机型的。", "language": "chinese", "position": {"atoms": [{"position_id": 598, "txt": "但在全新影像系统和算法的加持下，OPPO Find X8 Ultra的易上手程度是远超友商的Ultra机型的。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[105]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "但仅凭这一点，还是很难对得起小雷对它的期望。", "language": "chinese", "position": {"atoms": [{"position_id": 600, "txt": "但仅凭这一点，还是很难对得起小雷对它的期望。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[107]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "好在OPPO也拿出了新的绝招——夜景人像。", "language": "chinese", "position": {"atoms": [{"position_id": 601, "txt": "好在OPPO也拿出了新的绝招——夜景人像。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[107]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "Ultra级的夜景人像，到底有多能打？", "language": "chinese", "position": {"atoms": [{"position_id": 603, "txt": "Ultra级的夜景人像，到底有多能打？", "x": "/html/body/div[2]/div/article/div[2]/div[2]/h1[3]"}]}, "tags": ["h1"], "label": "title1", "web_segment_id": 67, "global_sentence_id": 97, "edu_l1_label": "BOS"}, {"txt": "与另外几家Ultra不同，OPPO Find X8 Ultra影像的一大宣传点是夜景人像，毕竟在普通人像领域，OPPO已经凭借自己对人像的理解做到了业界顶尖水准。", "language": "chinese", "position": {"atoms": [{"position_id": 605, "txt": "与另外几家Ultra不同，OPPO Find X8 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"其不仅保留了人像算法中人物和背景过渡自然的特性，而且结合夜景算法中抓住场景中的有效光源并合理对画面进行了轻微的提亮处理，让整张照片看起来尤为自然。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[123]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "之前小雷在使用某款影像旗舰时，在光线较暗的场景会出现两个比较经典的问题：", "language": "chinese", "position": {"atoms": [{"position_id": 614, "txt": "之前小雷在使用某款影像旗舰时，在光线较暗的场景会出现两个比较经典的问题：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[125]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 75, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "算法痕迹明显，模特的脸部和衣服细节会被涂抹；", "language": "chinese", "position": {"atoms": [{"position_id": 615, "txt": "算法痕迹明显，模特的脸部和衣服细节会被涂抹；", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[125]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 75, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "对焦速度慢还有一定虚焦的概率。", "language": "chinese", "position": {"atoms": [{"position_id": 616, "txt": "对焦速度慢还有一定虚焦的概率。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[125]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 75, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "而同样在光源只有一盏壁灯的情况下，OPPO Find X8 Ultra的表现可以用夸张来形容，不但很好地压制了壁灯的光源，而且光线打在模特脸上的明暗过渡也被还原到位。", "language": "chinese", "position": {"atoms": [{"position_id": 618, "txt": "而同样在光源只有一盏壁灯的情况下，OPPO Find X8 Ultra的表现可以用夸张来形容，不但很好地压制了壁灯的光源，而且光线打在模特脸上的明暗过渡也被还原到位。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[127]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2FJXEn4dm4EU4qEL3v2GdNmB.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 338, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2FJXEn4dm4EU4qEL3v2GdNmB.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[129]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 77, "global_sentence_id": 110, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3i6ZwX1tKL5N3o9inU1olDGX.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 342, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3i6ZwX1tKL5N3o9inU1olDGX.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[131]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 78, "global_sentence_id": 111, "edu_l1_label": "EDU_O"}, {"txt": "当然，这些照片也经过了一些磨皮和美白处理，但又不会处理得太过分，换句话说便是非常自然，几乎看不出什么处理过后的痕迹。", "language": "chinese", "position": {"atoms": [{"position_id": 620, "txt": "当然，这些照片也经过了一些磨皮和美白处理，但又不会处理得太过分，换句话说便是非常自然，几乎看不出什么处理过后的痕迹。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[133]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 79, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "在搞定虚化和白平衡色彩后，OPPO Find X8 Ultra又把眼光放在了背景虚化上，以往的人像模式基本就是套用相机的那一套方案，将主体和背景用虚化突出的方式分隔开，而一些大光圈镜头在某些场景中就能将主体背后的点点光源虚化成一个又一个圆形光斑，用相机业界的一句话来说就是「光斑越圆，镜头越贵」。", "language": "chinese", "position": {"atoms": [{"position_id": 622, "txt": "在搞定虚化和白平衡色彩后，OPPO Find X8 Ultra又把眼光放在了背景虚化上，以往的人像模式基本就是套用相机的那一套方案，将主体和背景用虚化突出的方式分隔开，而一些大光圈镜头在某些场景中就能将主体背后的点点光源虚化成一个又一个圆形光斑，用相机业界的一句话来说就是「光斑越圆，镜头越贵」。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[135]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2jU9gj47yQp6iXKrx1eYFWn.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 353, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2jU9gj47yQp6iXKrx1eYFWn.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[137]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 81, "global_sentence_id": 114, "edu_l1_label": "EDU_O"}, {"txt": "而OPPO Find X8 Ultra就非常了解这部分用户的需求，不过毕竟大部分依靠的是算法优化，所以画面中的部分光斑还是呈现出「柠檬」一样的形状，但该说不说，这些光斑的存在确实让照片显得更有氛围感。", "language": "chinese", "position": {"atoms": [{"position_id": 624, "txt": "而OPPO Find X8 Ultra就非常了解这部分用户的需求，不过毕竟大部分依靠的是算法优化，所以画面中的部分光斑还是呈现出「柠檬」一样的形状，但该说不说，这些光斑的存在确实让照片显得更有氛围感。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[139]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/43r8of2s72O8cis2O3C7aUf.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 360, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/43r8of2s72O8cis2O3C7aUf.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[141]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 83, "global_sentence_id": 116, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3i10bZ41SXYZ12t1z31qXyYf.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 362, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3i10bZ41SXYZ12t1z31qXyYf.jpeg", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[142]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 84, "global_sentence_id": 117, "edu_l1_label": "EDU_O"}, {"txt": "当然啦，OPPO Find X8系列上广受好评的livephoto格式照片也在Find X8 Ultra上得到了「进化」。", "language": "chinese", "position": {"atoms": [{"position_id": 626, "txt": "当然啦，OPPO Find X8系列上广受好评的livephoto格式照片也在Find X8 Ultra上得到了「进化」。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[144]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "如今Find X8 Ultra在开启HDR模式下拍摄的照片，能无损失地将其上传到社交平台，按理来说只要另外用户的手机屏幕支持标准HDR播放，同样能看到Find X8 Ultra的HDR实况照片的效果。", "language": "chinese", "position": {"atoms": [{"position_id": 627, "txt": "如今Find X8 Ultra在开启HDR模式下拍摄的照片，能无损失地将其上传到社交平台，按理来说只要另外用户的手机屏幕支持标准HDR播放，同样能看到Find X8 Ultra的HDR实况照片的效果。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[144]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "其实全篇看下来，我们不难发现算法在OPPO Find X8 Ultra上的存在感非常强，甚至比硬件本身还要重要。", "language": "chinese", "position": {"atoms": [{"position_id": 629, "txt": "其实全篇看下来，我们不难发现算法在OPPO Find X8 Ultra上的存在感非常强，甚至比硬件本身还要重要。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[146]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "可能某些读者会觉得算法的加持让照片变得不够真实，这是赤裸裸的虚假宣传。", "language": "chinese", "position": {"atoms": [{"position_id": 630, "txt": "可能某些读者会觉得算法的加持让照片变得不够真实，这是赤裸裸的虚假宣传。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[146]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "小雷个人认为现阶段的手机摄影是不可能完全抛弃算法的，或者说是算法才让手机摄影走到了如今的高度。", "language": "chinese", "position": {"atoms": [{"position_id": 632, "txt": "小雷个人认为现阶段的手机摄影是不可能完全抛弃算法的，或者说是算法才让手机摄影走到了如今的高度。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[148]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 87, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "我们不喜欢的其实是那些太过于强硬和不自然的算法，让照片失去了真实的美感，显然OPPO Find X8 Ultra在这一点上做得非常好。", "language": "chinese", "position": {"atoms": [{"position_id": 633, "txt": "我们不喜欢的其实是那些太过于强硬和不自然的算法，让照片失去了真实的美感，显然OPPO Find X8 Ultra在这一点上做得非常好。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[148]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 87, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "视频方面，OPPO Find X8 Ultra也迎来了史诗级升级，如今Find X8 Ultra支持全新的 4K 120 帧电影级规格的杜比视界视频录制，并支持1-10X变焦拍摄，填补了安卓手机以往无全焦段杜比视频拍摄体验的空白。", "language": "chinese", "position": {"atoms": [{"position_id": 635, "txt": "视频方面，OPPO Find X8 Ultra也迎来了史诗级升级，如今Find X8 Ultra支持全新的 4K 120 帧电影级规格的杜比视界视频录制，并支持1-10X变焦拍摄，填补了安卓手机以往无全焦段杜比视频拍摄体验的空白。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[150]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 88, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "在实际的使用中，Find X8 Ultra可以自由调用四颗摄像头进行杜比视界拍摄，从全景，到半身，再到特写，轻松地实现多机位的拍摄。", "language": "chinese", "position": {"atoms": [{"position_id": 637, "txt": "在实际的使用中，Find X8 Ultra可以自由调用四颗摄像头进行杜比视界拍摄，从全景，到半身，再到特写，轻松地实现多机位的拍摄。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[150]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 88, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "评测总结：", "language": "chinese", "position": {"atoms": [{"position_id": 639, "txt": "评测总结：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/h1[4]"}]}, "tags": ["h1"], "label": "title1", "web_segment_id": 89, "global_sentence_id": 126, "edu_l1_label": "BOS"}, {"txt": "是超大杯，更是便携「小白相机」", "language": "chinese", "position": {"atoms": [{"position_id": 640, "txt": "是超大杯，更是便携「小白相机」", "x": "/html/body/div[2]/div/article/div[2]/div[2]/h1[4]"}]}, "tags": ["h1"], "label": "title1", "web_segment_id": 89, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "最后按照惯例，简单地用雷科技评测模版给OPPO Find X8 Ultra做一个总结：", "language": "chinese", "position": {"atoms": [{"position_id": 642, "txt": "最后按照惯例，简单地用雷科技评测模版给OPPO Find X8 Ultra做一个总结：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[153]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "优点：", "language": "chinese", "position": {"atoms": [{"position_id": 644, "txt": "优点：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[155]"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "1、屏幕素质极高，超窄边框带来更强的冲击力；", "language": "chinese", "position": {"atoms": [{"position_id": 646, "txt": "1、屏幕素质极高，超窄边框带来更强的冲击力；", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[157]"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "2、独立的丹霞镜头表现远超预期；", "language": "chinese", "position": {"atoms": [{"position_id": 648, "txt": "2、独立的丹霞镜头表现远超预期；", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[158]"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "3、在软硬件结合方面达到了新高度；", "language": "chinese", "position": {"atoms": [{"position_id": 650, "txt": "3、在软硬件结合方面达到了新高度；", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[159]"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "4、算法水准依旧是业界领先水准。", "language": "chinese", "position": {"atoms": [{"position_id": 652, "txt": "4、算法水准依旧是业界领先水准。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[160]"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "缺点：", "language": "chinese", "position": {"atoms": [{"position_id": 654, "txt": "缺点：", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[162]"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "1、音量键和电源键太靠上；", "language": "chinese", "position": {"atoms": [{"position_id": 656, "txt": "1、音量键和电源键太靠上；", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[164]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "2、拍照按键存在感不强。", "language": "chinese", "position": {"atoms": [{"position_id": 658, "txt": "2、拍照按键存在感不强。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[165]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "无论是作为一款超大杯的旗舰手机，还是一款主打拍照的影像利器，OPPO Find X8 Ultra都没有明显短板。", "language": "chinese", "position": {"atoms": [{"position_id": 660, "txt": "无论是作为一款超大杯的旗舰手机，还是一款主打拍照的影像利器，OPPO Find X8 Ultra都没有明显短板。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[167]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "尤其是在影像表现方面，它完美诠释了OPPO对于当今移动影像的理解，将一台好用的「相机」做得更加平民化和简单化。", "language": "chinese", "position": {"atoms": [{"position_id": 661, "txt": "尤其是在影像表现方面，它完美诠释了OPPO对于当今移动影像的理解，将一台好用的「相机」做得更加平民化和简单化。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[167]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "OPPO Find X8 Ultra的周边配置也证明它是一台彻彻底底的顶级旗舰手机，不管你是需要超强的影像、旗舰的性能还是更专业的屏幕，它都能够完美满足你的需求。", "language": "chinese", "position": {"atoms": [{"position_id": 663, "txt": "OPPO Find X8 Ultra的周边配置也证明它是一台彻彻底底的顶级旗舰手机，不管你是需要超强的影像、旗舰的性能还是更专业的屏幕，它都能够完美满足你的需求。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[169]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 100, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "如果你近期想要购入一台没有那么追求单点极致的产品，却又在每个方面都做到全能的旗舰手机，OPPO Find X8 Ultra一定是当下最值得入手的产品之一。", "language": "chinese", "position": {"atoms": [{"position_id": 665, "txt": "如果你近期想要购入一台没有那么追求单点极致的产品，却又在每个方面都做到全能的旗舰手机，OPPO Find X8 Ultra一定是当下最值得入手的产品之一。", "x": "/html/body/div[2]/div/article/div[2]/div[2]/p[171]"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "来源：", "language": "chinese", "position": {"atoms": [{"position_id": 667, "txt": "来源：", "x": "/html/body/div[2]/div/article/div[3]/div[1]/p"}]}, "tags": [], "label": "source", "web_segment_id": 102, "global_sentence_id": 141, "edu_l1_label": "EDU_O"}, {"txt": "雷科技", "language": "chinese", "position": {"atoms": [{"position_id": 669, "txt": "雷科技", "x": "/html/body/div[2]/div/article/div[3]/div[1]/p/a"}]}, "tags": [], "label": "source", "web_segment_id": 102, "global_sentence_id": 142, "edu_l1_label": "EDU_O"}, {"txt": "本文图片来自：", "language": "chinese", "position": {"atoms": [{"position_id": 671, "txt": "本文图片来自：", "x": "/html/body/div[2]/div/article/div[3]/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 103, "global_sentence_id": 143, "edu_l1_label": "EDU_O"}, {"txt": "123RF 正版图库       侵权举报", "language": "chinese", "position": {"atoms": [{"position_id": 673, "txt": "123RF ", "x": "/html/body/div[2]/div/article/div[3]/div[2]/p/a[1]"}, {"position_id": 675, "txt": "正版图库       ", "x": "/html/body/div[2]/div/article/div[3]/div[2]/p/span"}, {"position_id": 677, "txt": "侵权举报", "x": "/html/body/div[2]/div/article/div[3]/div[2]/p/a[2]"}]}, "tags": [], "label": "source", "web_segment_id": 103, "global_sentence_id": 144, "edu_l1_label": "EDU_O"}, {"txt": "返回", "language": "chinese", "position": {"atoms": [{"position_id": 679, "txt": "返回", "x": "/html/body/div[2]/div/article/div[3]/div[4]/div[1]/div"}]}, "tags": [], "label": "O", "web_segment_id": 104, "global_sentence_id": 145, "edu_l1_label": "EDU_O"}, {"txt": "分享", "language": "chinese", "position": {"atoms": [{"position_id": 681, "txt": "分享", "x": "/html/body/div[2]/div/article/div[3]/div[4]/div[2]/div"}]}, "tags": [], "label": "O", "web_segment_id": 105, "global_sentence_id": 146, "edu_l1_label": "EDU_O"}, {"txt": "登录后发表评论", "language": "chinese", "position": {"atoms": [{"position_id": 683, "txt": "登录", "x": "/html/body/div[2]/div/article/div[3]/div[8]/div/div[1]/div/div[1]/a"}, {"position_id": 685, "txt": "后发表评论", "x": "/html/body/div[2]/div/article/div[3]/div[8]/div/div[1]/div/div[1]/a"}]}, "tags": [], "label": "O", "web_segment_id": 106, "global_sentence_id": 147, "edu_l1_label": "EDU_O"}, {"txt": "提交评论", "language": "chinese", "position": {"atoms": [{"position_id": 687, "txt": "提交评论", "x": "/html/body/div[2]/div/article/div[3]/div[8]/div/div[1]/div/div[2]"}]}, "tags": [], "label": "O", "web_segment_id": 107, "global_sentence_id": 148, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# OPPO Find X8 Ultra 评测：是手机，更是「小白相机」 ## 首款超大杯直屏，观感手感都能打 ## 「五颗镜头」加持，影像又破天花板了？ ## Ultra级的夜景人像，到底有多能打？ ## 评测总结：是超大杯，更是便携「小白相机」 ### 优点： ### 缺点：
bb33da57-ac2e-48b7-891d-9a1050227026
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{"entry_id": "bb33da57-ac2e-48b7-891d-9a1050227026", "infos": [{"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 0, "bbox": [[0.051, 0.023, 0.318, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 0, "bbox": [[0.842, 0.032, 0.955, 0.045]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": "消费强，投资弱，增长惯性下不急于降息", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 100000, "bbox": [[0.093, 0.126, 0.575, 0.145]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 3, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 200000, "bbox": [[0.067, 0.123, 0.091, 0.175]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 4, "global_sentence_id": 3, "edu_l1_label": "EDU_O"}, {"txt": "--美国四季度GDP数据 2025年1月31日", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.425, 0.164, 0.697, 0.173], [0.835, 0.163, 0.949, 0.173]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 4, "edu_l1_label": "EDU_O"}, {"txt": "· 四季度GDP实际增长弱于预期，但结构不差，消费偏强而投资由设备类和库存带动走弱，政府消费依然稳定托底；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.117, 0.224, 0.126, 0.23], [0.154, 0.223, 0.687, 0.231], [0.154, 0.239, 0.262, 0.246]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 5, "edu_l1_label": "BOS"}, {"txt": "通胀压力亦不明显：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.262, 0.239, 0.38, 0.246]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "2024年四季度GDP环比折年率初值为2.3%，低于2.6％的市场预期，同比增速2.5%，名义同比增速5.0%;", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.38, 0.239, 0.687, 0.247], [0.153, 0.255, 0.479, 0.263]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "2024年三季度GDP环比折年率为3.1％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.479, 0.255, 0.686, 0.263], [0.153, 0.271, 0.186, 0.279]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "2024全年来看，美国GDP实际同比增长2.8%，名义同比增长5.3％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.186, 0.271, 0.595, 0.279]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "2024年四季度消费环比折年率4.2%（前值3.7%)，私人投资总额环比折年率-5.6%（前值0.8%)，净出口对GDP做出0.04个百分点的贡献，库存小幅回落拉动GDP下行0.93个百分点，政府支出环比折年率2.5%（前值5.1%）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.595, 0.271, 0.686, 0.279], [0.154, 0.287, 0.687, 0.295], [0.154, 0.304, 0.687, 0.311], [0.154, 0.319, 0.302, 0.327]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "PCE通胀增速从前值1.5％升至2.3%，核心PCE通胀从前值2.2％升至2.5%，价格增长虽然稍有加速，但压力可控，带动名义GDP健康增长。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.302, 0.319, 0.686, 0.327], [0.154, 0.335, 0.579, 0.343]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "· 虽然整体低于预期，但强韧的消费意味着GDP的实际增长惯性保持，周期性项目增长也不弱：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.117, 0.362, 0.125, 0.368], [0.154, 0.361, 0.683, 0.368]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "增长结构无明显问题，“薪资-消费”的正向循环仍然健康，服务消费坚挺的同时耐用品消费环比加速，政府支出也依然起到稳定托底的作用。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.154, 0.376, 0.687, 0.384], [0.154, 0.393, 0.404, 0.401]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "美国经济在高利率环境下继续维持了超过疫情前斜率和CBO预测的增长，剔除扰动较强的净出口、库存和政府支出后的实际增长约为2.72%：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.404, 0.393, 0.688, 0.4], [0.154, 0.409, 0.668, 0.417]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "低波动项目较三季度的2.86％仅略有放缓；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.668, 0.409, 0.687, 0.417], [0.154, 0.425, 0.38, 0.433]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "从周期性项目（商品消费，建筑、住宅和设备投资）来看，其实际对GDP的拉动为1.13%，同样仅是略有缓和，这意味着当前美联储谨慎观察并温和降息的路径是较为明智的选择。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.38, 0.425, 0.687, 0.432], [0.155, 0.441, 0.687, 0.449], [0.154, 0.457, 0.322, 0.465]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "· 消费的表现继续超出预期，服务消费可持续性较好：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.117, 0.483, 0.125, 0.489], [0.154, 0.482, 0.438, 0.489]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "实际最终销售同比增速从前值3.11％稍降至3.04%(2022年一季度以来第二高）；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.438, 0.482, 0.686, 0.489], [0.153, 0.499, 0.365, 0.506]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "耐用品消费进一步超预期主要来自于娱乐商品与车辆、机动车以及零部件（主要是信息处理设备和新轻型卡车），其他非耐用品的增长稍放缓；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.365, 0.499, 0.686, 0.506], [0.154, 0.514, 0.631, 0.522]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "服务仍略有加速，医疗保健消费增长较快，医院、门诊和养老服务支出加速。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.631, 0.514, 0.686, 0.522], [0.154, 0.53, 0.524, 0.539]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "· 投资是四季度经济增长的主要拖累项，建筑和此前增长较快的设备均环比负增长，库存进一步降低，上述三项拖累GDP 环比折年率下行1.38个百分点：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.117, 0.557, 0.126, 0.562], [0.154, 0.555, 0.687, 0.564], [0.154, 0.571, 0.49, 0.579]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "设备类投资环比负增长的主要原因是，此前表现较好的电脑和相关设备以及交运设备投资减少，从同比增速来看，电脑设备增速降至13.27%（前值27.72%)，交运设备降至6.74%（前值6.95%)；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.49, 0.571, 0.687, 0.579], [0.154, 0.587, 0.686, 0.595], [0.155, 0.603, 0.53, 0.612]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "设备类投资放缓并不意味着投资受到高利率和特朗普不确定性显著的打击，电脑设备仅是从三季度过高的增长斜率放缓，而交运类实际投资也基本恢复至疫情前水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.53, 0.603, 0.686, 0.612], [0.154, 0.619, 0.686, 0.628], [0.154, 0.636, 0.387, 0.644]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "不过，我们仍认为2025年消费是帮助美国经济“软着陆”的核心支撑，设备和知识产权类投资在AI不确定性和偏高利率下增长会较为波折，而住宅投资可能仍是“K”型复苏。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.387, 0.636, 0.687, 0.644], [0.154, 0.652, 0.679, 0.66], [0.155, 0.668, 0.324, 0.676]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "· 政府支出继续托底，物价压力有限：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.117, 0.694, 0.125, 0.7], [0.154, 0.694, 0.353, 0.701]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "联邦政府支出主要集中在国防消费支出，而地方政府支出则是由雇员薪资驱动。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.353, 0.694, 0.686, 0.701], [0.154, 0.709, 0.26, 0.717]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "从2025财年第一财季已经超过7100亿美元的净赤字来看，财政可以继续支撑经济稳健增长。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.26, 0.709, 0.687, 0.717], [0.154, 0.725, 0.26, 0.733]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "物价平减指数方面，季度PCE和核心PCE虽然略有回升，但并未显示显著的上行压力，2025年一季度PCE通胀应因基数效应和价格增速温和放缓而进一步下行，如果特朗普没有过大的关税加征和驱逐移民动作，应不会成为美联储考虑降息的显著阻碍，而转为加息并无必要。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.26, 0.725, 0.686, 0.733], [0.154, 0.741, 0.686, 0.749], [0.154, 0.758, 0.687, 0.765], [0.154, 0.774, 0.211, 0.781]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "· 市场方面，虽然GDP整体弱于预期，但其不弱的内在增长结构并未令投资者产生过多担忧，对市场的影响有限：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.117, 0.8, 0.125, 0.805], [0.154, 0.799, 0.686, 0.807], [0.154, 0.815, 0.249, 0.822]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 11, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "CME 数据显示联邦基金利率期货交易者依然维持了年内进行两次25BP 降息的预期，较1月FOMC会议后变动不大。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.249, 0.815, 0.686, 0.822], [0.154, 0.831, 0.387, 0.838]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 11, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "美国三大股指小幅高开后整体收涨，10年期美债收益率稍降至4.51%，美元指数上行至108.1505，可能与特朗普在尾盘表示将在2月1日对加拿大和墨西哥加征25％的关税言论有关。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.387, 0.831, 0.687, 0.838], [0.154, 0.846, 0.687, 0.854], [0.154, 0.862, 0.359, 0.87]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 11, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "同时，欧央行同日降息25BP 并依然维持了较为鸽派的态度，继续对美元指数形成支撑。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.359, 0.862, 0.686, 0.871], [0.154, 0.879, 0.322, 0.887]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 11, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "伦敦黄金在诸多不确定性的影响下升至2793.465美元／盎司，创下历史新高。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.322, 0.879, 0.686, 0.887], [0.155, 0.895, 0.222, 0.903]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 11, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "分析师", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.713, 0.223, 0.758, 0.233]]}]}, "tags": ["title"], "label": "author", "web_segment_id": 12, "global_sentence_id": 34, "edu_l1_label": "EDU_O"}, {"txt": "张迪", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1100000, "bbox": [[0.713, 0.243, 0.74, 0.252]]}]}, "tags": ["text"], "label": "author", "web_segment_id": 13, "global_sentence_id": 35, "edu_l1_label": "EDU_O"}, {"txt": ":", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1100000, "bbox": [[0.728, 0.264, 0.735, 0.269]]}]}, "tags": ["text"], "label": "author", "web_segment_id": 14, "global_sentence_id": 36, "edu_l1_label": "EDU_O"}, {"txt": "010-8092-7737", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1100000, "bbox": [[0.735, 0.264, 0.83, 0.27]]}]}, "tags": ["text"], "label": "author", "web_segment_id": 14, "global_sentence_id": 37, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1200000, "bbox": [[0.712, 0.261, 0.731, 0.271]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 15, 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"1．美国劳动市场和经济数据超预期上行的风险", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1600000, "bbox": [[0.712, 0.529, 0.932, 0.535]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 22, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "2．美国银行系统意外出现流动性问题的风险", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1700000, "bbox": [[0.712, 0.546, 0.921, 0.553]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 23, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "3．特朗普政策超预期刺激通胀的风险", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.712, 0.562, 0.888, 0.569]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 24, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1900000, "bbox": [[0.068, 0.949, 0.799, 0.965]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 25, "global_sentence_id": 52, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1900000, "bbox": [[0.055, 0.024, 0.322, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 53, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1900000, "bbox": [[0.844, 0.032, 0.955, 0.045]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 54, "edu_l1_label": "EDU_O"}, {"txt": "、消费增长稳固，投资疲弱", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.31, 0.11, 0.655, 0.116]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 3, "global_sentence_id": 55, "edu_l1_label": "BOS"}, {"txt": "1月30日，美国2024年四季度GDP初值公布，环比折年率为2.3%，低于2.6％的市场预期，同比增速2.5%，名义同比增速5.0%;", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.295, 0.138, 0.945, 0.147], [0.264, 0.156, 0.524, 0.165]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "2024年三季度GDP环比折年率为3.1％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.524, 0.156, 0.813, 0.166]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "2024全年来看，美国GDP实际同比增长2.8%，名义同比增长5.3%，通胀水平同样保持相对稳定。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.813, 0.156, 0.95, 0.166], [0.264, 0.175, 0.813, 0.184]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "具体来看，2024年四季度消费环比折年率4.2%（前值3.7%)，私人投资总额环比折年率-5.6%（前值0.8%)，净出口对GDP做出0.04个百分点的贡献，库存小幅回落拉动GDP下行0.93个百分点，政府支出环比折年率2.5%（前值5.1%）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.813, 0.175, 0.949, 0.184], [0.264, 0.194, 0.95, 0.203], [0.264, 0.213, 0.951, 0.221], [0.264, 0.232, 0.41, 0.241]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "价格数据方面，PCE通胀增速从前值1.5％升至2.3%，核心PCE通胀从前值2.2％升至2.5%，价格增长虽然稍有加速，但压力可控，带动名义GDP健康增长。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.41, 0.232, 0.95, 0.24], [0.264, 0.25, 0.819, 0.26]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "整体来看，2024年四季度的GDP有几个特征：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.295, 0.269, 0.628, 0.279]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "(1）虽然整体低于预期，但强韧的消费意味着GDP的实际增长惯性保持，增长结构也无明显问题，“薪资-消费”的正向循环仍然健康，服务消费坚挺的同时耐用品消费环比加速，政府支出也依然起到稳定托底的作用；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.628, 0.269, 0.95, 0.279], [0.264, 0.288, 0.95, 0.298], [0.265, 0.306, 0.715, 0.316]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "投资项负增长则主要是受到库存减少和设备投资放缓的显著拖累。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.715, 0.306, 0.951, 0.317], [0.265, 0.326, 0.473, 0.336]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "（2）美国经济在高利率环境下继续维持了超过疫情前斜率和 CBO 预测的增长，剔除扰动较强的净出口、库存和政府支出后的实际增长约为2.72%，较三季度的2.86％仅略有放缓；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.473, 0.326, 0.95, 0.336], [0.264, 0.344, 0.95, 0.354], [0.266, 0.364, 0.319, 0.372]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "从周期性项目（商品消费，建筑、住宅和设备投资）来看，其实际对GDP的拉动为1.13%，同样仅是略有缓和，这意味着当前美联储谨慎观察并温和降息的路径是较为明智的选择。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.319, 0.364, 0.945, 0.374], [0.264, 0.382, 0.866, 0.391]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "（3）消费的表现继续超出预期，服务消费可持续性较好：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.866, 0.382, 0.95, 0.391], [0.264, 0.401, 0.545, 0.41]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "实际最终销售同比增速从前值3.11％稍降至3.04%(2022年一季度以来第二高）；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.545, 0.401, 0.95, 0.41], [0.266, 0.419, 0.418, 0.43]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "耐用品消费进一步超预期主要来自于娱乐商品与车辆、机动车以及零部件（主要是信息处理设备和新轻型卡车），其他非耐用品的增长稍放缓；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.418, 0.419, 0.95, 0.429], [0.265, 0.439, 0.695, 0.448]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "服务仍略有加速，医疗保健消费增长较快，医院、门诊和养老服务支出加速。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.695, 0.439, 0.951, 0.448], [0.264, 0.457, 0.533, 0.467]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "（4）投资是四季度经济增长的主要拖累项，建筑和此前增长较快的设备均环比负增长，库存进一步降低，上述三项拖累GDP环比折年率下行1.38个百分点；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.533, 0.457, 0.95, 0.467], [0.266, 0.476, 0.9, 0.486]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "住宅投资在连续两个季度负增长后环比折年率恢复至5.3%，但在高利率和新房库存偏高的环境下预计难以持续恢复。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.9, 0.476, 0.95, 0.486], [0.265, 0.496, 0.95, 0.505], [0.264, 0.514, 0.317, 0.524]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "设备类投资环比负增长的主要原因是，此前表现较好的电脑和相关设备以及交运设备投资减少，从同比增速来看，电脑设备增速降至13.27%（前值27.72%)，交运设备降至6.74%（前值6.95%)；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.317, 0.514, 0.957, 0.526], [0.265, 0.533, 0.942, 0.543]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "设备类投资放缓并不意味着投资受到高利率和特朗普不确定性显著的打击，电脑设备仅是从三季度过高的增长斜率放缓，而交运类实际投资也基本恢复至疫情前水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.265, 0.552, 0.949, 0.561], [0.265, 0.571, 0.682, 0.581]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": 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# 消费强，投资弱，增长惯性下不急于降息 ## 、消费增长稳固，投资疲弱 ## 二、风险提示 ### （1）美国劳动市场数据和经济超预期上行的风险 ### （2）美国银行系统意外出现流动性问题的风险 ### （3）特朗普政策超预期刺激通胀的风险
a1694661-bfe2-431e-8bc0-707d5eee24de
web
test/raw_web_htmls/a1694661-bfe2-431e-8bc0-707d5eee24de.html
https://github.com/dapr/dapr-agents
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# Dapr Agents: A Framework for Agentic AI Systems ## Key Features ### Scale and Efficiency: ### Workflow Resilience: ### Kubernetes-Native: ### Data-Driven Agents: ### Multi-Agent Systems: ### Vendor-Neutral & Open Source: ### Platform-Ready: ## Why Choose Dapr Agents? ### Scalable Workflows as a First Class Citizen ### Cost-Effective AI Adoption ### Data-Centric AI Agents ### Accelerated Development #### Multi-agent communications #### Structured outputs #### Multiple LLM providers #### Contextual memory #### Flexible prompting #### Intelligent tool selection #### MCP integration. ### Integrated Security and Reliability ### Built-in Messaging and State Infrastructure #### 🎯 Service-to-Service Invocation: #### ⚡️ Publish and Subscribe: #### 🔄 Durable Workflow: #### 🧠 State Management: #### 🤖 Actors: ### Vendor-Neutral and Open Source ## Roadmap ### Q2 2024 #### MCP Support - Integration with Anthropic's MCP platform (#50) #### Agent Interaction Tracing - Enhanced observability of agent interactions with LLMs and tools (#79) #### Streaming LLM Output - Real-time streaming capabilities for LLM responses (#80) #### HTTP Endpoint Tools - Support for using Dapr's HTTP endpoint capabilities for tool calling (#81) #### DSL Cleanup - Streamlining the domain-specific language and removing actor dependencies (#65) #### Samples Registry - A dedicated repository for Dapr Agents examples and use cases ### Q3/Q4 2025 #### Human-in-the-Loop Support #### Conversation API Progressed to Beta #### Vector API - Vector operations support in Dapr and Dapr Agents ### Language Support ## Getting Started ### Prerequisites: ### Install Dapr Agents ### Run The Quickstarts
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Rongbuk Glacier meltwater runoff (RBM) acts as a significant CO", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[1]"}, {"position_id": 831, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[2]"}, {"position_id": 833, "txt": " sink (−13.73 ± 9.56 mmol/m", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[2]"}, {"position_id": 835, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[1]"}, {"position_id": 837, "txt": "/d) on the north slope of the Mountain Qomolangma (Everest), using floating chamber from 66 field observations at five sites conducted in May 2023, during the early ablation stage, primarily driven by chemical weathering processes.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[1]"}]}, "tags": [], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": " Both the CO2 efflux rate (FCO2, mmol/m2/d) and the partial pressure of CO2 (pCO2, μatm) exhibited significant spatial and temporal variation.", "language": "english", "position": {"atoms": [{"position_id": 838, "txt": " Both the CO", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[1]"}, {"position_id": 840, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[3]"}, {"position_id": 842, "txt": " efflux rate (FCO", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[3]"}, {"position_id": 844, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[4]"}, {"position_id": 846, "txt": ", mmol/m", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[4]"}, {"position_id": 848, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[2]"}, {"position_id": 850, "txt": "/d) and the partial pressure of CO", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[2]"}, {"position_id": 852, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[5]"}, {"position_id": 854, "txt": " (", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[5]"}, {"position_id": 856, "txt": "p", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/em"}, {"position_id": 858, "txt": "CO", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/em"}, {"position_id": 860, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[6]"}, {"position_id": 862, "txt": ", μatm) exhibited significant spatial and temporal variation.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[6]"}]}, "tags": ["em"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": " Under the influence of glacial microbial metabolisms and hydrological processes, FCO2 (−6.62 ± 7.01 mmol/m2/d) was significantly higher at night than during the day (−14.85 ± 9.22 mmol/m2/d).", "language": "english", "position": {"atoms": [{"position_id": 863, "txt": " Under the influence of glacial microbial metabolisms and hydrological processes, FCO", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[6]"}, {"position_id": 865, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[7]"}, {"position_id": 867, "txt": " (−6.62 ± 7.01 mmol/m", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sub[7]"}, {"position_id": 869, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[3]"}, {"position_id": 871, "txt": "/d) was significantly higher at night than during the day (−14.85 ± 9.22 mmol/m", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[3]"}, {"position_id": 873, "txt": "2", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[4]"}, {"position_id": 875, "txt": "/d).", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[5]/div[2]/div[1]/div/div/sup[4]"}]}, "tags": [], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": " As the meltwater flows downstream, the CO2 sink capacity gradually diminishes due to reduced glacial influence and increased external carbon sources.", "language": 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authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.", "language": "english", "position": {"atoms": [{"position_id": 1202, "txt": "The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[6]/section/div"}]}, "tags": [], "label": "content", "web_segment_id": 32, "global_sentence_id": 107, "edu_l1_label": "EDU_O"}, {"txt": "Acknowledgments", "language": "english", "position": {"atoms": [{"position_id": 1204, "txt": "Acknowledgments", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/h2"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 33, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "The field work was greatly supported by the Qomolangma Station and South-East Tibetan Plateau Station, Chinese Academy of Sciences.", "language": "english", "position": {"atoms": [{"position_id": 1206, "txt": "The field work was greatly supported by the Qomolangma Station and South-East Tibetan Plateau Station, ", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div"}, {"position_id": 1208, "txt": "Chinese Academy of Sciences", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div/span[1]"}, {"position_id": 1210, "txt": ".", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 109, "edu_l1_label": "EDU_O"}, {"txt": " This work is sponsored by the National Key R&D Program of China [Grant No. 2024YFF0808601], the TAR Scientific Program [Grant No. XZ202401JD0002], and the National Natural Science Foundation of China [Grant No. U23A2011 and 42203060].", "language": "english", "position": {"atoms": [{"position_id": 1211, "txt": " This work is sponsored by the ", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div/span[1]"}, {"position_id": 1213, "txt": "National Key R&D Program of China", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div/span[2]"}, {"position_id": 1215, "txt": " [Grant No. ", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div/span[2]"}, {"position_id": 1217, "txt": "2024YFF0808601", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div/span[3]"}, {"position_id": 1219, "txt": "], the TAR Scientific Program [Grant No. XZ202401JD0002], and the ", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div/span[3]"}, {"position_id": 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# Atmospheric CO2 sink caused by enhanced chemical weathering in the Rongbuk glacier runoff at the initial ablation, Mt. Qomolangma (Everest) ## Abstract ## Graphical abstract ## Introduction ## Section snippets ### Study area ### Physical and biochemical characteristics across RBM ### A comparison of the CO2 sink with other glacier-fed freshwater ## Conclusion
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part of a compiler, then only briefly cover the more interesting topics such as optimizations.", "language": "english", "position": {"atoms": [{"position_id": 530, "txt": " In particular, such books tend to dedicate a significant amount of time to parsing, arguably the most boring part of a compiler, then only briefly cover the more interesting topics such as optimizations.", "x": "/html/body/div/section/p[32]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": " Oh, and good luck finding a book that explains how to write a type-checker, let alone one that covers more practical topics such as supporting sub-typing, generics, and so on.", "language": "english", "position": {"atoms": [{"position_id": 531, "txt": " Oh, and good luck finding a book that explains how to write a type-checker, let alone one that covers more practical topics such as supporting sub-typing, generics, and so on.", "x": 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{"position_id": 593, "txt": "this changelog generator written in Inko", "x": "/html/body/div/section/p[38]/a"}, {"position_id": 595, "txt": ", as it's complex enough to act as a good stress test for your language, but not so complex it will take weeks to port.", "x": "/html/body/div/section/p[38]/a"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "Don't prioritize performance over functionality", "language": "english", "position": {"atoms": [{"position_id": 597, "txt": "Don't prioritize performance over functionality", "x": "/html/body/div/section/h2[10]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 54, "global_sentence_id": 129, "edu_l1_label": "BOS"}, {"txt": "When building a language, it can be tempting to focus heavily on providing a fast implementation, such as a fast and memory efficient compiler, and one can easily spend months working on this.", "language": "english", "position": {"atoms": [{"position_id": 599, "txt": "When building a language, it can be tempting to focus heavily on providing a fast implementation, such as a fast and memory efficient compiler, and one can easily spend months working on this.", "x": "/html/body/div/section/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": " Potential users of your language may care about performance to some degree, but what they care about more is being able to use your language, write libraries in it, and not having to reimplement every basic feature themselves because of a lacking standard library.", "language": "english", "position": {"atoms": [{"position_id": 600, "txt": " Potential users of your language may care about performance to some degree, but what they care about more is being able to ", "x": "/html/body/div/section/p[39]"}, {"position_id": 602, "txt": "use", "x": "/html/body/div/section/p[39]/em"}, {"position_id": 604, "txt": " your 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used by many for many years to come is going to take a ", "x": "/html/body/div/section/p[42]"}, {"position_id": 621, "txt": "long", "x": "/html/body/div/section/p[42]/em"}, {"position_id": 623, "txt": " time.", "x": "/html/body/div/section/p[42]/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 59, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": " To illustrate, here are some examples of a few languages and when they released their first stable release (a ?", "language": "english", "position": {"atoms": [{"position_id": 624, "txt": " To illustrate, here are some examples of a few languages and when they released their first stable release (a ", "x": "/html/body/div/section/p[42]/em"}, {"position_id": 626, "txt": "?", "x": "/html/body/div/section/p[42]/code"}]}, "tags": ["em"], "label": "content", "web_segment_id": 59, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": " indicates no stable release is available at the time of writing):", "language": "english", "position": {"atoms": [{"position_id": 628, "txt": " indicates no stable release is available at the time of writing):", "x": "/html/body/div/section/p[42]/code"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "<table <table position_id=\"163\"><thead position_id=\"164\"><tr position_id=\"165\"><th position_id=\"166\">Language</th><th position_id=\"167\">Started in</th><th position_id=\"168\">Release of 1.0.0</th></tr></thead><tbody position_id=\"169\"><tr position_id=\"170\"><td position_id=\"171\">Python</td><td position_id=\"172\">1989</td><td position_id=\"173\">1994</td></tr><tr position_id=\"174\"><td position_id=\"175\">Ruby</td><td position_id=\"176\">1993</td><td position_id=\"177\">1996</td></tr><tr position_id=\"178\"><td position_id=\"179\">Scala</td><td position_id=\"180\">2001</td><td position_id=\"181\">2004</td></tr><tr position_id=\"182\"><td position_id=\"183\">Rust</td><td position_id=\"184\">2006</td><td position_id=\"185\">2015</td></tr><tr position_id=\"186\"><td position_id=\"187\">Go</td><td position_id=\"188\">2007</td><td position_id=\"189\">2012</td></tr><tr position_id=\"190\"><td position_id=\"191\">Elixir</td><td position_id=\"192\">2011</td><td position_id=\"193\">2014</td></tr><tr position_id=\"194\"><td position_id=\"195\">Crystal</td><td position_id=\"196\">2011</td><td position_id=\"197\">2021</td></tr><tr position_id=\"198\"><td position_id=\"199\">Vale</td><td position_id=\"200\">2012</td><td position_id=\"201\">?</td></tr><tr position_id=\"202\"><td position_id=\"203\">Inko</td><td position_id=\"204\">2013</td><td position_id=\"205\">?</td></tr><tr position_id=\"206\"><td position_id=\"207\">Gleam</td><td position_id=\"208\">2016</td><td position_id=\"209\">?</td></tr><tr position_id=\"210\"><td position_id=\"211\">V</td><td position_id=\"212\">2019</td><td position_id=\"213\">?</td></tr></tbody></table>", "language": "english", "position": {"atoms": [{"position_id": 163, "txt": "<table <table position_id=\"163\"><thead position_id=\"164\"><tr position_id=\"165\"><th position_id=\"166\">Language</th><th position_id=\"167\">Started in</th><th position_id=\"168\">Release of 1.0.0</th></tr></thead><tbody position_id=\"169\"><tr position_id=\"170\"><td position_id=\"171\">Python</td><td position_id=\"172\">1989</td><td position_id=\"173\">1994</td></tr><tr position_id=\"174\"><td position_id=\"175\">Ruby</td><td position_id=\"176\">1993</td><td position_id=\"177\">1996</td></tr><tr position_id=\"178\"><td position_id=\"179\">Scala</td><td position_id=\"180\">2001</td><td position_id=\"181\">2004</td></tr><tr position_id=\"182\"><td position_id=\"183\">Rust</td><td position_id=\"184\">2006</td><td position_id=\"185\">2015</td></tr><tr position_id=\"186\"><td position_id=\"187\">Go</td><td position_id=\"188\">2007</td><td position_id=\"189\">2012</td></tr><tr position_id=\"190\"><td 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becoming popular.", "language": "english", "position": {"atoms": [{"position_id": 630, "txt": "On top of that, there can be significant time between a language becoming stable and it becoming popular.", "x": "/html/body/div/section/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": " Ruby 1.0 released in 1996, but it wouldn't be until 2005 or so that Ruby became popular with the release of Ruby on Rails.", "language": "english", "position": {"atoms": [{"position_id": 631, "txt": " Ruby 1.0 released in 1996, but it wouldn't be until 2005 or so that Ruby became popular with the release of Ruby on Rails.", "x": "/html/body/div/section/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": " Rust in turn saw a rise in popularity following its first stable release, but it would still take a few years for the language to take off.", "language": "english", "position": {"atoms": [{"position_id": 632, "txt": " Rust in turn saw a rise in popularity following its first stable release, but it would still take a few years for the language to take off.", "x": "/html/body/div/section/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": " Scala released version 1.0.0 in 2004, but didn't see widespread adoption until some time between 2010 and 2015.", "language": "english", "position": {"atoms": [{"position_id": 633, "txt": " Scala released version 1.0.0 in 2004, but didn't see widespread adoption until some time between 2010 and 2015.", "x": "/html/body/div/section/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "Based on these patterns, I suspect that most languages will need at least 5-10 years of development before reaching their first stable release, followed by another 5 years or so 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# A decade of developing a programming language ## Avoid gradual typing ## Avoid self-hosting your compiler ## Avoid writing your own code generator, linker, etc ## Avoid bike shedding about syntax ## Cross-platform support is a challenge ## Compiler books aren't worth the money ## Growing a language is hard ## The best test suite is a real application ## Don't prioritize performance over functionality ## Building a language takes time
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"global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "会议要求，要注重预防为先，会同有关部门深入排查火灾隐患，特别是全面推进大兴安岭林区系统治理。", "language": "chinese", "position": {"atoms": [{"position_id": 509, "txt": "会议要求，要注重预防为先，会同有关部门深入排查火灾隐患，特别是全面推进大兴安岭林区系统治理。", "x": "/html/body/div[2]/div/div/div/div/div/div[3]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "要夯实战备基础，大力开展实战练兵，加强特殊植被地形、特殊火行为战法研究攻关。", "language": "chinese", "position": {"atoms": [{"position_id": 510, "txt": "要夯实战备基础，大力开展实战练兵，加强特殊植被地形、特殊火行为战法研究攻关。", "x": "/html/body/div[2]/div/div/div/div/div/div[3]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "要加强火场一线指挥，强化力量协同，确保灭火行动科学高效。", "language": "chinese", "position": {"atoms": [{"position_id": 511, "txt": "要加强火场一线指挥，强化力量协同，确保灭火行动科学高效。", "x": "/html/body/div[2]/div/div/div/div/div/div[3]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "要全面提升指挥通信、战勤保障、政治工作等保障效能，为灭火行动提供有力支撑。", "language": "chinese", "position": {"atoms": [{"position_id": 512, "txt": "要全面提升指挥通信、战勤保障、政治工作等保障效能，为灭火行动提供有力支撑。", "x": "/html/body/div[2]/div/div/div/div/div/div[3]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 180, "edu_l1_label": "IOS"}], "type": "WEB"}
# 直通部委 | 最高法：严肃追责打击遏制“卷款跑路” 教育部：适度扩大招录高校毕业生规模 ## 最高法司法解释：预付式消费可享七日无理由退款权利 ## 2024年检察机关批捕生产销售伪劣商品犯罪7716人 ## 《通信建设工程安全生产管理规定》 自5月1日起施行 ## 国资委今年修订《中央企业发展规划管理办法》等规章 ## 国家金融监管总局发文：加大个人消费贷款投放力度 ## 教育部部署开展高校毕业生“春季促就业攻坚行动” ## 市监总局：去年查处民生领域价格违法案件1.84万件 ## 邮政局：1-2月快递发展指数为368.6，同比增长11.8% ## 消防救援局：春夏季森林草原火灾呈现超规律变化趋势
c198bc8a-4930-4f6d-9268-08a12c559520
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"position": {"atoms": [{"position_id": 427, "txt": "作为物业一哥，碧桂园服务2024年上半年实现营业收入210.5亿元，同比增长1.5%；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/p[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "实现股东应占核心净利润约18.40亿元，同比减少约31.7%。", "language": "chinese", "position": {"atoms": [{"position_id": 428, "txt": "实现股东应占核心净利润约18.40亿元，同比减少约31.7%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/p[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "整体来看，收入稳定，利润、经营现金流承压。", "language": "chinese", "position": {"atoms": [{"position_id": 429, "txt": "整体来看，收入稳定，利润、经营现金流承压。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/p[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "去年下半年，碧桂园服务清空珠海万达股权，获得37.91亿元交易款，实现4.61亿元收益，优化资产结构；", "language": "chinese", "position": {"atoms": [{"position_id": 431, "txt": "去年下半年，碧桂园服务清空珠海万达股权，获得37.91亿元交易款，实现4.61亿元收益，优化资产结构；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/p[12]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "在9月份的中期业绩发布会上，碧桂园服务管理层表示，目前公司的股价已被低估，接下来会积极考虑并准备回购动作。", "language": "chinese", "position": {"atoms": [{"position_id": 432, "txt": "在9月份的中期业绩发布会上，碧桂园服务管理层表示，目前公司的股价已被低估，接下来会积极考虑并准备回购动作。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/p[12]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "去年11月18日，碧桂园服务发布回购计划，拟回购不超过3.34亿股股份；", "language": "chinese", "position": {"atoms": [{"position_id": 434, "txt": "去年11月18日，碧桂园服务发布回购计划，拟回购不超过3.34亿股股份；", "x": 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"BOS"}, {"txt": "公开资料显示，宁泉资产创立于2018年1月9日，是一家主动管理权益类私募基金公司，由从兴业出来的杨东掌舵，近三年的资产管理规模稳定在400亿元人民币以上。", "language": "chinese", "position": {"atoms": [{"position_id": 464, "txt": "公开资料显示，宁泉资产创立于2018年1月9日，是一家主动管理权益类私募基金公司，由从兴业出来的杨东掌舵，近三年的资产管理规模稳定在400亿元人民币以上。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/p[21]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "据证券时报·券商中国记者了解，过去三年，不少私募大佬都栽了跟头，遭遇业绩滑坡、规模缩水，而宁泉资产属于为数不多不仅守住了净值，还在底部逆势扩张、多次大量募资抄底。", "language": "chinese", "position": {"atoms": [{"position_id": 466, "txt": "据证券时报·券商中国记者了解，过去三年，不少私募大佬都栽了跟头，遭遇业绩滑坡、规模缩水，而宁泉资产属于为数不多不仅守住了净值，还在底部逆势扩张、多次大量募资抄底。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section[2]/p[22]/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "这不仅体现了杨东的号召力，尤其是过往屡次提示市场风险而获得“良心基金经理”的称号，还显示出其逆势抄底的魄力。", "language": "chinese", "position": 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"strong"], "label": "O", "web_segment_id": 85, "global_sentence_id": 83, "edu_l1_label": "EDU_O"}, {"txt": " 证券时报 ", "language": "chinese", "position": {"atoms": [{"position_id": 581, "txt": "\n 证券时报 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 103, "global_sentence_id": 84, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 私募大佬杨东，扫货多只港股！ ## 举牌碧桂园服务 ## 扫货多只港股 ## 涨涨跌跌慢牛才会显现
7f499441-4ff6-4112-9569-f4f3edd2c6c0
web
test/raw_web_htmls/7f499441-4ff6-4112-9569-f4f3edd2c6c0.html
https://microbiomejournal.biomedcentral.com/articles/10.1186/s40168-024-01961-3
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From 2013 to 2014, a nested sub-study of 207 women from the NHS2, the Mind Body Study (MBS), collected up to four stool samples, a fasting blood sample, dietary information, and detailed depression symptom questionnaires.", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[1]/figure/div[1]/div[2]/p/b"}]}, "tags": ["img", "b"], "label": "content", "web_segment_id": 81, "global_sentence_id": 203, "edu_l1_label": "IOS"}, {"txt": " Stool samples were then profiled through metagenomics (MGX), and blood was analyzed by untargeted metabolomics (MBX).", "language": "english", "position": {"atoms": [{"position_id": 2256, "txt": " Stool samples were then profiled through metagenomics (MGX), and blood was analyzed by untargeted metabolomics (MBX).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[1]/figure/div[1]/div[2]/p/b"}]}, "tags": ["b", "img"], "label": "content", "web_segment_id": 81, "global_sentence_id": 204, "edu_l1_label": "IOS"}, {"txt": " In the 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Greater intake of citrus is prospectively associated with a decreased risk of depression (p-trend 0.001) after adjustment for covariates including age, BMI, activity, smoking status, menopausal hormone therapy, total caloric intake, intake of alcohol, comorbidities (history of diabetes mellitus, hypertension, and dyslipidemia), social network level, median family income, overall diet quality, and sleep hours.", "language": "english", "position": {"atoms": [{"position_id": 2308, "txt": " ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/i[1]"}, {"position_id": 2310, "txt": "A", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/b[1]"}, {"position_id": 2312, "txt": " Greater intake of citrus is prospectively associated with a decreased risk of depression (", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/b[1]"}, {"position_id": 2314, "txt": "p", "x": 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independent MLVS cohort, greater abundance of ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/b[5]"}, {"position_id": 2383, "txt": "F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/i[12]"}, {"position_id": 2385, "txt": " was associated with a composite biomarker score for depression (", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/i[12]"}, {"position_id": 2387, "txt": "β", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/i[13]"}, {"position_id": 2389, "txt": " = 5.78, ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/i[13]"}, {"position_id": 2391, "txt": "p", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/i[14]"}, {"position_id": 2393, "txt": "-value 0.04)", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[1]/div[2]/p/i[14]"}]}, "tags": ["b", "img"], "label": "figure_title", "web_segment_id": 87, "global_sentence_id": 231, "edu_l1_label": "EDU_O"}, {"txt": "Full size image", "language": "english", "position": {"atoms": [{"position_id": 2395, "txt": "Full size image", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[2]/figure/div[2]/a/span"}]}, "tags": ["img"], "label": "O", "web_segment_id": 88, "global_sentence_id": 232, "edu_l1_label": "EDU_O"}, {"txt": "To demonstrate specificity in the relationship between citrus intake and depression risk, we then investigated the associations between total fruit, total vegetable, apple, and banana intake with risk of depression.", "language": "english", "position": {"atoms": [{"position_id": 2397, "txt": "To demonstrate specificity in the relationship between citrus intake and depression risk, we then investigated the associations between total fruit, 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"edu_l1_label": "IOS"}, {"txt": " Among these, only naringenin and formononetin, two flavonoids found in citrus peels and expressed juice, were linked with depression (HR 0.79, 95% CI 0.69–0.91, HR 0.83, 95% CI 0.72–0.96, respectively, Supplementary Table 8).", "language": "english", "position": {"atoms": [{"position_id": 2404, "txt": " Among these, only naringenin and formononetin, two flavonoids found in citrus peels and expressed juice, were linked with depression (HR 0.79, 95% CI 0.69–0.91, HR 0.83, 95% CI 0.72–0.96, respectively, Supplementary Table 8).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[4]/i"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 236, "edu_l1_label": "IOS"}, {"txt": " By contrast, vitamin C intake was not linked with depression.", "language": "english", "position": {"atoms": [{"position_id": 2405, "txt": " By contrast, vitamin C intake was not linked with depression.", "x": 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"F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[9]/i[1]"}, {"position_id": 2641, "txt": " in two independent cohorts.", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[9]/i[1]"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 280, "edu_l1_label": "IOS"}, {"txt": " In turn, the abundance of F. prausnitzii is inversely associated with depression in both cohorts.", "language": "english", "position": {"atoms": [{"position_id": 2642, "txt": " In turn, the abundance of ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[9]/i[1]"}, {"position_id": 2644, "txt": "F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[9]/i[2]"}, {"position_id": 2646, "txt": " is inversely associated with depression in both cohorts.", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[9]/i[2]"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 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[{"position_id": 2654, "txt": "Having linked citrus intake with a greater abundance of ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]"}, {"position_id": 2656, "txt": "F. prausnitzii,", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[1]"}, {"position_id": 2658, "txt": " and having found that, in turn, ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[1]"}, {"position_id": 2660, "txt": "F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[2]"}, {"position_id": 2662, "txt": " was associated with a lower risk of depression, we next investigated the mechanisms by which this association may occur.", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[2]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 283, "edu_l1_label": "IOS"}, {"txt": " Using linear mixed effects models with multivariable adjustment, we agnostically related all 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[{"position_id": 2668, "txt": " Of these, we found 48 meeting our threshold (", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[3]"}, {"position_id": 2670, "txt": "q", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[4]"}, {"position_id": 2672, "txt": " < 0.05) that were contributed by ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[4]"}, {"position_id": 2674, "txt": "F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[5]"}, {"position_id": 2676, "txt": " (Supplementary Table 10).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[5]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 285, "edu_l1_label": "IOS"}, {"txt": " To minimize the odds of finding “passenger” functions, which merely correlate with an abundance of F. prausnitzii, we first took a data-driven approach and used prespecified criteria to filter out pathways with extremely high function-species abundance correlations (rho > 0.9, “Methods”).", "language": "english", "position": {"atoms": [{"position_id": 2677, "txt": " To minimize the odds of finding “passenger” functions, which merely correlate with an abundance of ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[5]"}, {"position_id": 2679, "txt": "F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[6]"}, {"position_id": 2681, "txt": ", we first took a data-driven approach and used prespecified criteria to filter out pathways with extremely high function-species abundance correlations (rho > 0.9, “Methods”).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[6]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 286, "edu_l1_label": "IOS"}, {"txt": " Then, we reviewed the remaining subset of 25 pathways and found that an abundance of the S-adenosyl-L-methionine (SAM) cycle I pathway 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" 3B).", "language": "english", "position": {"atoms": [{"position_id": 2691, "txt": " ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/i[8]"}, {"position_id": 2693, "txt": "3", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/a[1]"}, {"position_id": 2695, "txt": "B).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 288, "edu_l1_label": "IOS"}, {"txt": " A growing body of evidence suggests that SAM supplementation in clinical trials lowers depression symptoms [60,61,62,63].", "language": "english", "position": {"atoms": [{"position_id": 2696, "txt": " A growing body of evidence suggests that SAM supplementation in clinical trials lowers depression symptoms [", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/p[10]/a[1]"}, {"position_id": 2698, "txt": "60", "x": 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98, "global_sentence_id": 292, "edu_l1_label": "IOS"}, {"txt": "Fig.", "language": "english", "position": {"atoms": [{"position_id": 2725, "txt": "Fig.", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/figcaption/b"}]}, "tags": ["b", "figcaption", "img"], "label": "figure_title", "web_segment_id": 99, "global_sentence_id": 293, "edu_l1_label": "EDU_O"}, {"txt": " 3", "language": "english", "position": {"atoms": [{"position_id": 2726, "txt": " 3", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/figcaption/b"}]}, "tags": ["b", "figcaption", "img"], "label": "figure_title", "web_segment_id": 99, "global_sentence_id": 294, "edu_l1_label": "EDU_O"}, {"txt": "<img img", "language": "english", "position": {"atoms": [{"position_id": 701, "txt": "<img img", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[1]/a/picture/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 100, "global_sentence_id": 295, "edu_l1_label": "EDU_O"}, {"txt": "Metabolic pathways by which F. prausnitzii may influence depression.", "language": "english", "position": {"atoms": [{"position_id": 2728, "txt": "Metabolic pathways by which ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p"}, {"position_id": 2730, "txt": "F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[1]"}, {"position_id": 2732, "txt": " may influence depression.", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[1]"}]}, "tags": ["img"], "label": "figure_title", "web_segment_id": 101, "global_sentence_id": 296, "edu_l1_label": "IOS"}, {"txt": " A Volcano plot demonstrating metagenomic carriage by 4098 pathways from all microbial species in relation to depression.", "language": "english", "position": {"atoms": [{"position_id": 2733, "txt": " ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[1]"}, {"position_id": 2735, "txt": "A", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[1]"}, {"position_id": 2737, "txt": " Volcano plot demonstrating metagenomic carriage by 4098 pathways from all microbial species in relation to depression.", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[1]"}]}, "tags": ["img", "b"], "label": "figure_title", "web_segment_id": 101, "global_sentence_id": 297, "edu_l1_label": "EDU_O"}, {"txt": " S-Adenosyl-L-methionine cycle I pathway, encoded by F. prausnitzii, was among the strongest hits.", "language": "english", "position": {"atoms": [{"position_id": 2738, "txt": " S-Adenosyl-L-methionine cycle I pathway, encoded by ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[1]"}, {"position_id": 2740, "txt": "F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[2]"}, {"position_id": 2742, "txt": ", was among the strongest hits.", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[2]"}]}, "tags": ["b", "img"], "label": "figure_title", "web_segment_id": 101, "global_sentence_id": 298, "edu_l1_label": "EDU_O"}, {"txt": " B S-Adenosyl-L-methionine cycle I pathway of F. prausnitzii is reduced in depression (generalized linear mixed effects model, FDR q = 0.01).", "language": "english", "position": {"atoms": [{"position_id": 2743, "txt": " ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[2]"}, {"position_id": 2745, "txt": "B", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[2]"}, {"position_id": 2747, "txt": " S-Adenosyl-L-methionine cycle I pathway of ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[2]"}, {"position_id": 2749, "txt": "F. prausnitzii", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[3]"}, {"position_id": 2751, "txt": " is reduced in depression (generalized linear mixed effects model, FDR ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[3]"}, {"position_id": 2753, "txt": "q", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[4]"}, {"position_id": 2755, "txt": " = 0.01).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[4]"}]}, "tags": ["b", "img"], "label": "figure_title", "web_segment_id": 101, "global_sentence_id": 299, "edu_l1_label": "EDU_O"}, {"txt": " C In the SAM cycle pathway, S-adenosyl-L-homocysteine (SAH) is hydrolyzed to S-ribosyl-L-homocysteine by adenosylhomocysteine nucleosidase (EC 3.2.2.9) and then converted to L-homocysteine by S-ribosylhomocysteine lyase (EC 4.4.1.21). L-homocysteine is methylated to L-methionine using a methyl group from methylated folate, catalyzed by cobalamin-independent methionine synthase (EC 2.1.1.14).", "language": "english", "position": {"atoms": [{"position_id": 2756, "txt": " ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[4]"}, {"position_id": 2758, "txt": "C", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[3]"}, {"position_id": 2760, "txt": " In the SAM cycle pathway, S-adenosyl-L-homocysteine (SAH) is hydrolyzed to S-ribosyl-L-homocysteine by adenosylhomocysteine nucleosidase (EC 3.2.2.9) and then converted to L-homocysteine by S-ribosylhomocysteine lyase (EC 4.4.1.21). L-homocysteine is methylated to L-methionine using a methyl group from methylated folate, catalyzed by cobalamin-independent methionine synthase (EC 2.1.1.14).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[3]"}]}, "tags": ["img", "b"], "label": "figure_title", "web_segment_id": 101, "global_sentence_id": 300, "edu_l1_label": "EDU_O"}, {"txt": " The SAM cycle is completed with the regeneration of SAM by SAM synthetase (EC 2.5.1.6). Abundance of the EC 3.2.2.9, EC 4.4.1.21, and EC 2.5.1.6 were significantly associated with depression (FDR q 0.004, 0.006, and 0.004, respectively).", "language": "english", "position": {"atoms": [{"position_id": 2761, "txt": " The SAM cycle is completed with the regeneration of SAM by SAM synthetase (EC 2.5.1.6). Abundance of the EC 3.2.2.9, EC 4.4.1.21, and EC 2.5.1.6 were significantly associated with depression (FDR q 0.004, 0.006, and 0.004, respectively).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[3]"}]}, "tags": ["b", "img"], "label": "figure_title", "web_segment_id": 101, "global_sentence_id": 301, "edu_l1_label": "EDU_O"}, {"txt": " D Naringenin, a flavonoid specific to citrus fruit, was associated with an increased abundance of SAM synthetase, the rate-limiting step in SAM production (β = 0.00001, p-value = 0.038).", "language": "english", "position": {"atoms": [{"position_id": 2762, "txt": " ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[3]"}, {"position_id": 2764, "txt": "D", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[4]"}, {"position_id": 2766, "txt": " Naringenin, a flavonoid specific to citrus fruit, was associated with an increased abundance of SAM synthetase, the rate-limiting step in SAM production (", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/b[4]"}, {"position_id": 2768, "txt": "β", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[5]"}, {"position_id": 2770, "txt": " = 0.00001, ", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[5]"}, {"position_id": 2772, "txt": "p", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[6]"}, {"position_id": 2774, "txt": "-value = 0.038).", "x": "/html/body/div[4]/div[4]/main/article/section[4]/div/div/div[3]/figure/div[1]/div[2]/p/i[6]"}]}, "tags": ["b", "img"], "label": "figure_title", "web_segment_id": 101, "global_sentence_id": 302, "edu_l1_label": "EDU_O"}, {"txt": " E Greater abundance of S-adenosyl-L-methionine pathway was associated with lower monoamine oxidase A (MAOA) gene 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# F. prausnitzii potentially modulates the association between citrus intake and depression ## Abstract ### Background ### Results ### Conclusions ## Introduction ## Materials and methods ### Study population ### Assessment of citrus intake ### Assessment of depression ### Covariate assessment ### Blood collection and metabolomics profiling ### Stool collection and metagenomic sequencing ### Statistical analysis #### Prospective association between citrus consumption and risk of depression #### Prospective association of citrus consumption with overall microbiome communities and specific microbial species #### Association of specific microbial species with depression status #### The association of microbial genes, enzymes, and pathways with depression status #### Validation of gut microbial species on biomarker-related depression in Men’s Lifestyle Validation Study (MLVS) ### Study population ### Blood collection and metabolomics profile ### Stool collection and metagenomic sequencing ### Biomarker-based definition of depression ### Association between gut microbial RNA expression and host gene expression in the rectum ### Statistical analysis ## Results ### Integration of long-term dietary, depression, and multi-omics data in an ongoing cohort study ### Citrus consumption is prospectively associated with decreased risk of depression ### Citrus consumption is prospectively associated with abundance of gut microbial species ### Faecalibacterium prausnitzii, modulated by citrus intake, is associated with lower risk of depression ### S-Adenosyl-L-methionine production by F. prausnitzii may influence gut-brain transmission ### Citrus and its micronutrients are also prospectively associated with a specific microbial gene in F. prausnitzii ### Expression of SAM cycle I is associated with lower intestinal serotonin and dopamine degradation activity in the colon ## Discussion ## Conclusions
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# Tiny water-based reactors could help pharmaceutical industry avoid toxic solvents ## How the discovery works
f517e9bb-bc2b-49da-bf68-66cca85a2f36
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"position_id": 2900000, "bbox": [[0.466, 0.479, 0.926, 0.49], [0.229, 0.5, 0.652, 0.511]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 753, "edu_l1_label": "IOS"}, {"txt": "其次，分月用电增速与季度经济活动密切相关。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2900000, "bbox": [[0.652, 0.5, 0.927, 0.511], [0.23, 0.521, 0.327, 0.533]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 754, "edu_l1_label": "IOS"}, {"txt": "2024年我国分季度GDP同比增速分别为5.3％、4.7％、4.6%,5.4%，其中前三个季度GDP增速环比持续下降，经济增长减缓同样影响用电增速，导致用电量出现“前高后低”。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2900000, "bbox": [[0.327, 0.521, 0.924, 0.533], [0.23, 0.543, 0.926, 0.553], [0.238, 0.565, 0.334, 0.575]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 755, "edu_l1_label": "IOS"}, {"txt": "2．细分板块：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.234, 0.595, 0.342, 0.605]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 6, "global_sentence_id": 756, "edu_l1_label": "IOS"}, {"txt": "高技术制造与消费成主要拉动因素，高耗能用电增速波动影响较大", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.342, 0.595, 0.866, 0.605]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 6, "global_sentence_id": 757, "edu_l1_label": "IOS"}, {"txt": "分板块来看，二产与三产又可以拆分出高技术装备制造板块（包含汽车制造业，计算机、通信和其他电子设备制造业，医药制造业，金属制品业，通用设备制造业，专用设备制造业，电气机械和器材制造业，仪器仪表制造业，铁路、船舶、航空航天和其他运输设备制造业）、六大高耗能产业板块（包括黑色金属冶炼及压延加工业，有色金属冶炼及压延加工业，化学原料及化学制品制造业，非金属矿物制品业，石油、煤炭及其他燃料加工业，电力、热力的生产和供应业）与消费板块（包含交通运输、仓储、邮政业，信息传输、软件和信息技术服务业，批发和零售业，住宿和餐饮业，金融业，房地产业）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.23, 0.626, 0.917, 0.636], [0.229, 0.647, 0.925, 0.658], [0.231, 0.669, 0.926, 0.679], [0.229, 0.689, 0.924, 0.7], [0.231, 0.713, 0.916, 0.721], [0.231, 0.732, 0.927, 0.744], [0.229, 0.754, 0.83, 0.765]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 758, "edu_l1_label": "IOS"}, {"txt": "整体来看，2024年高技术装备制造、高耗能与消费板块用电占比分别为11.40%,39.73％和11.92%，用电量同比增速分别为10.31％、4.02％与10.90％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.83, 0.754, 0.916, 0.765], [0.228, 0.776, 0.935, 0.786], [0.23, 0.797, 0.636, 0.807]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 759, "edu_l1_label": "IOS"}, {"txt": "综合来看，二产三产中，高技术制造与消费板块用电增速均为两位数，远高于全社会用电平均增速，成为二三产中主要拉动用电需求增长的因素。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.636, 0.797, 0.927, 0.807], [0.23, 0.818, 0.925, 0.829], [0.231, 0.84, 0.38, 0.85]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 760, "edu_l1_label": "IOS"}, {"txt": "但分月来看，高技术装备制造和消费板块分月用电增速分别能维持在7％与6％以上，但高耗能板块分月用电增速下滑幅度较大，上半年7％以上的增速在下半年出现逐月下滑至最低0.96%(11月）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.38, 0.84, 0.925, 0.85], [0.229, 0.862, 0.928, 0.872], [0.229, 0.882, 0.552, 0.893]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 761, "edu_l1_label": "IOS"}, {"txt": "作为占比接近四成的用电板块，下半年增速较低的高耗能板块拖累整体用电增速。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.552, 0.882, 0.928, 0.893], [0.23, 0.903, 0.488, 0.914]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 762, "edu_l1_label": "IOS"}, {"txt": "再细分到具体行业，六大高耗能行业中黑色金属冶炼加", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.488, 0.903, 0.925, 0.913]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 763, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.51, 0.928, 0.928, 0.939]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 8, "global_sentence_id": 764, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.062, 0.015, 0.723, 0.051]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 765, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.734, 0.014, 0.974, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 766, "edu_l1_label": "EDU_O"}, {"txt": "工业和非金属矿物制品业分别实现全年用电-0.98％和-2.33％的负增长，成为拖累高耗能行业用电的主要门类，其主要产品品类分别对应钢铁与水泥。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.231, 0.072, 0.927, 0.083], [0.232, 0.093, 0.683, 0.104]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 767, "edu_l1_label": "IOS"}, {"txt": "据国家统计局，2024年我国粗钢产量同比下滑 1.7%，水泥产量同比下滑9.5％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.683, 0.093, 0.927, 0.103], [0.23, 0.114, 0.621, 0.125]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 768, "edu_l1_label": "IOS"}, {"txt": "因此，高耗能用电增速波动对整体用电需求增长影响较大。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.621, 0.114, 0.926, 0.125], [0.229, 0.135, 0.379, 0.147]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 769, "edu_l1_label": "IOS"}, {"txt": "3．展望2025：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.233, 0.167, 0.35, 0.177]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 4, "global_sentence_id": 770, "edu_l1_label": "IOS"}, {"txt": "高新技术产业扩能影响可期，高耗能产业复苏或成关键", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.35, 0.167, 0.786, 0.178]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 4, "global_sentence_id": 771, "edu_l1_label": "IOS"}, {"txt": "展望2025年，作为“十四五”规划收官之年，我们认为更加积极有为的宏观政策有望在年内持续落地，带动人工智能、电动汽车、半导体芯片、新能源产业链等高新技术产业持续扩张，进而实现用电用能的快速增长。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.229, 0.197, 0.927, 0.208], [0.231, 0.218, 0.926, 0.229], [0.229, 0.239, 0.528, 0.251]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 772, "edu_l1_label": "IOS"}, {"txt": "同时，用电需求中占比较高的高耗能行业同样亟待政策刺激与扶持，其产能降幅收窄与企稳对整体用电需求将会带来较强支撑。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.528, 0.239, 0.927, 0.251], [0.229, 0.261, 0.819, 0.273]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 773, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.511, 0.928, 0.928, 0.939]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 6, "global_sentence_id": 774, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.062, 0.014, 0.757, 0.053]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 775, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.734, 0.014, 0.974, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 776, "edu_l1_label": "EDU_O"}, {"txt": "月度板块及重点上市公司股价表现", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.231, 0.068, 0.606, 0.085]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 3, "global_sentence_id": 777, "edu_l1_label": "BOS"}, {"txt": "1月电力及公用事业板块下跌5.2%，表现劣于大盘；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.23, 0.103, 0.635, 0.113]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 778, "edu_l1_label": "IOS"}, {"txt": "1月沪深300下跌3.0％到3817.1；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.635, 0.103, 0.916, 0.112]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 779, "edu_l1_label": "IOS"}, {"txt": "涨幅前三的行业分别是有色金属（4.5%）、机械设备（1.0%）、汽车（0.8%）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.23, 0.121, 0.783, 0.132]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 780, "edu_l1_label": "IOS"}, {"txt": "图1：各行业板块表现（%，截止至1月27日）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.079, 0.164, 0.402, 0.175]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 781, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.085, 0.176, 0.99, 0.38]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 6, "global_sentence_id": 782, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.081, 0.374, 0.143, 0.383]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 783, "edu_l1_label": "EDU_O"}, {"txt": "IFind同花顺，信达证券研发中心", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.143, 0.374, 0.342, 0.382]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 784, "edu_l1_label": "EDU_O"}, {"txt": "1月电力板块重点上市公司中涨幅前三的分别为南网能源（-0.96%）、晋控电力（-1.58%）、吉电股份（-2.09%）。", 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"global_sentence_id": 1151, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 25500000, "bbox": [[0.5, 0.926, 0.932, 0.941]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 21, "global_sentence_id": 1152, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 25500000, "bbox": [[0.061, 0.014, 0.722, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 1153, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 25500000, "bbox": [[0.733, 0.014, 0.974, 0.053]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 1154, "edu_l1_label": "EDU_O"}, {"txt": "（2）广西2025年政府授权合约价：", "language": "chinese", "position": 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# 12月用电增速企稳回升，分布式光伏管理办法正式发布-电力行业12月月报 ## 本期内容提要： ### 月度专题点评：2024用电情况分析及2025年用电情况展望。 ### 月度板块及重点上市公司表现： ### 月度电力需求情况分析：12月电力消费增速环比企稳回升。 ### 月度电力生产情况分析：整体需求不佳导致火电出力同比转负，光伏出力同比大幅提高。 ### 月度电力市场数据分析：2月代理购电均价环比持续下行。 ### 行业新闻： #### (1）四川构建煤电政府授权合约机制，2025年合约价为0.4392元／千瓦时； #### (2）广西2025年政府授权合约价：绿电0.375、常规0.36元／度、核电超7000小时0.3元／度； #### (3）国家能源局印发《分布式光伏发电开发建设管理办法》。 ### 投资观点： ### 风险因素： ## 月度专题：2024用电情况分析及2025年用电情况展望 ### 1．大类划分：整体用电增速前高后低，基数与经济活动共同影响 ### 2．细分板块：高技术制造与消费成主要拉动因素，高耗能用电增速波动影响较大 ### 3．展望2025：高新技术产业扩能影响可期，高耗能产业复苏或成关键 ## 月度板块及重点上市公司股价表现 ## 月度电力需求情况分析 ### 1．用电情况：12月电力消费增速环比企稳回升 ### 2．分行业：二产用电增速环比企稳，居民用电增速环比上行 ### 3．分板块：制造业高耗能用电增速企稳略升，消费用电增速环比下行 ### 4．分地区：东部沿海省份用电量领先，西部省份用电增速领先 ## 月度电力供应情况分析 ### 1．发电情况：整体需求不佳导致火电出力同比转负，光伏出力同比大幅提高。 ### 2．新增发电设备情况分析：火电装机投产步入高峰 ### 3．月度发电设备利用情况分析：风光小时持续同比下行 ## 电力市场月度数据 ### 1．电网月度代理购电价格：2月代理购电均价环比持续下降 ### 2．广东电力市场：2月月度交易价格略有回升，11月现货市场电价环比上行 ### 3．山西电力市场：11月现货交易价格环比上行明显 ### 4．山东电力市场： ## 1月行业重要新闻 ### （1）四川构建煤电政府授权合约机制，2025年合约价为0.4392元／千瓦时 ### （2）广西2025年政府授权合约价：绿电0.375、常规0.36元／度、核电超7000小时0.3元／度： ### （3）国家能源局印发《分布式光伏发电开发建设管理办法》： ## 投资策略及行业主要上市公司估值表 ## 风险因素
1ffdbe78-7c74-46ee-8e26-cd2ea19812f0
web
test/raw_web_htmls/1ffdbe78-7c74-46ee-8e26-cd2ea19812f0.html
https://github.com/a-sit-plus/signum
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srcset=\"/a-sit-plus/signum/raw/main/docs/docs/assets/asn1-dark.png\" position_id=\"1137\"/><img alt=\"Indispensable ASN.1\" src=\"/a-sit-plus/signum/raw/main/docs/docs/assets/asn1-dark.png\" style=\"visibility:visible;max-width:100%;\" position_id=\"1138\"/></picture></themed-picture></td><td position_id=\"1139\"><strong position_id=\"1140\">Indispensable ASN.1</strong> module containing the most sophisticated KMP ASN.1 engine in the known universe. kotlinx-* dependencies aside, it only depends only on <a href=\"https://github.com/a-sit-plus/kmmresult\" position_id=\"1141\">KmmResult</a> for extra-smooth iOS interop.</td></tr><tr position_id=\"1142\"><td align=\"center\" position_id=\"1143\"><themed-picture data-catalyst=\"\" data-catalyst-inline=\"true\" position_id=\"1144\"><picture position_id=\"1145\"><source media=\"(prefers-color-scheme: dark)\" srcset=\"/a-sit-plus/signum/raw/main/docs/docs/assets/core-light.png\" position_id=\"1146\"/><source media=\"(prefers-color-scheme: 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Includes all required kotlinx-serialization magic to allow for spec-compliant de-/serialization.</td></tr><tr position_id=\"1169\"><td align=\"center\" position_id=\"1170\"><themed-picture data-catalyst=\"\" data-catalyst-inline=\"true\" position_id=\"1171\"><picture position_id=\"1172\"><source media=\"(prefers-color-scheme: dark)\" srcset=\"/a-sit-plus/signum/raw/main/docs/docs/assets/supreme-light.png\" position_id=\"1173\"/><source media=\"(prefers-color-scheme: light)\" srcset=\"/a-sit-plus/signum/raw/main/docs/docs/assets/supreme-dark.png\" position_id=\"1174\"/><img alt=\"Supreme\" src=\"/a-sit-plus/signum/raw/main/docs/docs/assets/supreme-dark.png\" style=\"visibility:visible;max-width:100%;\" position_id=\"1175\"/></picture></themed-picture></td><td position_id=\"1176\"><strong position_id=\"1177\">Supreme</strong> KMP crypto provider implementing hardware-backed signature creation and verification across mobile platforms (Android KeyStore / iOS Secure Enclave) and JCA 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"web_segment_id": 47, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": " We also needed platform-native attestation capabilities (and so will you sooner or later, if you are doing anything mission-critical on mobile targets!).", "language": "english", "position": {"atoms": [{"position_id": 2640, "txt": " We also needed platform-native attestation capabilities (and so will you sooner or later, if you are doing anything mission-critical on mobile targets!).", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": " While this approach does limit the number of available cryptographic operations, it also means that all cryptographic operations involving secrets (e.g. private keys) provide the same security guarantees as platform-native implementations do — because they are the same under the hood.", "language": "english", "position": {"atoms": [{"position_id": 2641, "txt": " While this approach does limit the number of available cryptographic operations, it also means that all cryptographic operations involving secrets (e.g. private keys) provide the same security guarantees as platform-native implementations do — ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]"}, {"position_id": 2643, "txt": "because they are the same", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[1]"}, {"position_id": 2645, "txt": " under the hood.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[1]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 47, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": " Most notably:", "language": "english", "position": {"atoms": [{"position_id": 2646, "txt": " Most notably:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[1]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 47, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": " hardware-backed private keys never even leave the hardware crypto modules!", "language": "english", "position": {"atoms": [{"position_id": 2647, "txt": " ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[1]"}, {"position_id": 2649, "txt": "hardware-backed private keys never even leave the hardware crypto modules", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[2]"}, {"position_id": 2651, "txt": "!", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 47, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": " This tight integration and our focus on mobile comes at the cost of the ", "language": "english", "position": {"atoms": [{"position_id": 2653, "txt": " This tight integration and our focus on mobile comes at the cost of the ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 48, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "Supreme KMP crypto provider only supporting JVM, Android, and iOS.", "language": "english", "position": {"atoms": [{"position_id": 2655, "txt": "Supreme KMP crypto provider only supporting JVM, Android, and iOS", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[3]"}, {"position_id": 2657, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[3]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 47, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": " cryptography-kotlin, on the other hand allows you to perform a wider range of cryptographic functions an all KMP targets, Most prominently, it already supports RSA encryption, key stretching, and key derivation, which Signum currently lacks.", "language": "english", "position": {"atoms": [{"position_id": 2658, "txt": " cryptography-kotlin, on the other hand allows you to perform a wider range of cryptographic functions an all KMP targets, Most prominently, it already supports RSA encryption, key stretching, and key derivation, which Signum currently lacks.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/details[1]/p[2]/strong[3]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 47, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": " On the other hand, cryptography-kotlin currently offers neither hardware-backed crypto, nor attestation capabilities.", "language": "english", "position": {"atoms": [{"position_id": 2659, "txt": " On the other hand, cryptography-kotlin currently offers neither hardware-backed crypto, nor attestation capabilities.", "x": 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position_id=\"1260\">cryptography-kotlin</th></tr></thead><tbody position_id=\"1261\"><tr position_id=\"1262\"><td position_id=\"1263\">Digital Signatures</td><td position_id=\"1264\">✔ (ECDSA, RSA)</td><td position_id=\"1265\">✔ (ECDSA, RSA)</td></tr><tr position_id=\"1266\"><td position_id=\"1267\">Symmetric Encryption</td><td position_id=\"1268\">✔ (AES + ChaChaPoly)</td><td position_id=\"1269\">✔ (AES)</td></tr><tr position_id=\"1270\"><td position_id=\"1271\">Public-Key Encryption</td><td position_id=\"1272\">✗</td><td position_id=\"1273\">✔ (RSA)</td></tr><tr position_id=\"1274\"><td position_id=\"1275\">Digest</td><td position_id=\"1276\">✔ (SHA-1, SHA-2)</td><td position_id=\"1277\">✔ (MD5, SHA-1, SHA-2)</td></tr><tr position_id=\"1278\"><td position_id=\"1279\">MAC</td><td position_id=\"1280\">✔ (HMAC)</td><td position_id=\"1281\">✔ (HMAC)</td></tr><tr position_id=\"1282\"><td position_id=\"1283\">Key Agreement</td><td position_id=\"1284\">✔ (ECDH)</td><td position_id=\"1285\">✔ (ECDH)</td></tr><tr position_id=\"1286\"><td position_id=\"1287\">KDF/PRF/KSF</td><td position_id=\"1288\">✗</td><td position_id=\"1289\">✔ (PBKDF2, HKDF)</td></tr><tr position_id=\"1290\"><td position_id=\"1291\">Hardware-Backed Crypto</td><td position_id=\"1292\">✔</td><td position_id=\"1293\">✗</td></tr><tr position_id=\"1294\"><td position_id=\"1295\">Attestation</td><td position_id=\"1296\">✔</td><td position_id=\"1297\">✗</td></tr><tr position_id=\"1298\"><td position_id=\"1299\">Fully-Featured ASN.1 Engine</td><td position_id=\"1300\">✔</td><td position_id=\"1301\">✗</td></tr><tr position_id=\"1302\"><td position_id=\"1303\">COSE</td><td position_id=\"1304\">✔</td><td position_id=\"1305\">✗</td></tr><tr position_id=\"1306\"><td position_id=\"1307\">JOSE</td><td position_id=\"1308\">✔</td><td position_id=\"1309\">✗</td></tr><tr position_id=\"1310\"><td position_id=\"1311\">Provider Targets</td><td position_id=\"1312\">JVM, Android, iOS</td><td 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[7]/span[1]"}, {"position_id": 2713, "txt": "You have this.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[7]/span[1]"}, {"position_id": 2715, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[7]/span[2]"}, {"position_id": 2717, "txt": ".encodeToByteArray()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[7]"}, {"position_id": 2719, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[8]"}, {"position_id": 2721, "txt": " signature ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[8]"}, {"position_id": 2723, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[9]"}, {"position_id": 2725, "txt": " signer.sign(plaintext).signature\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[9]"}, {"position_id": 2727, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[10]"}, {"position_id": 2729, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[10]"}, {"position_id": 2731, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[11]/span[1]"}, {"position_id": 2733, "txt": "Signed using ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[11]/span[1]"}, {"position_id": 2735, "txt": "${signer.signatureAlgorithm}", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[11]/span[2]"}, {"position_id": 2737, "txt": ":", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[11]/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 54, "global_sentence_id": 97, "edu_l1_label": "EDU_O"}, {"txt": " $signature\")", "language": "english", "position": {"atoms": [{"position_id": 2738, "txt": " ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[11]/span[2]"}, {"position_id": 2740, "txt": "$signature", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[11]/span[3]"}, {"position_id": 2742, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[11]/span[4]"}, {"position_id": 2744, "txt": ")", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[12]/pre/span[11]"}]}, "tags": [], "label": "code", "web_segment_id": 54, "global_sentence_id": 98, "edu_l1_label": "EDU_O"}, {"txt": "If you want to create multiple signatures using the same ephemeral key, you can obtain an EphemeralKey instance, then create signers from it:", "language": "english", "position": {"atoms": [{"position_id": 2746, "txt": "If you want to create multiple signatures using the same ephemeral key, you can obtain an ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[10]"}, {"position_id": 2748, "txt": "EphemeralKey", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[10]/code"}, {"position_id": 2750, "txt": " instance, then create signers from it:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[10]/code"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "val key =EphemeralKey { rsa {} }.getOrThrow()val sha256Signer = key.getSigner { rsa { digest =Digests.SHA256 } }.getOrThrow()val sha384Signer = key.getSigner { rsa { digest =Digests.SHA384 } }.getOrThrow()", "language": "english", "position": {"atoms": [{"position_id": 2752, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[1]"}, {"position_id": 2754, "txt": " key ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[1]"}, {"position_id": 2756, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[2]"}, {"position_id": 2758, "txt": "EphemeralKey", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[3]"}, {"position_id": 2760, "txt": " { rsa {} }.getOrThrow()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[3]"}, {"position_id": 2762, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[4]"}, {"position_id": 2764, "txt": " sha256Signer ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[4]"}, {"position_id": 2766, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[5]"}, {"position_id": 2768, "txt": " key.getSigner { rsa { digest ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[5]"}, {"position_id": 2770, "txt": "=", "x": 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[9]"}, {"position_id": 2782, "txt": " sha384Signer ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[9]"}, {"position_id": 2784, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[10]"}, {"position_id": 2786, "txt": " key.getSigner { rsa { digest ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[10]"}, {"position_id": 2788, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[11]"}, {"position_id": 2790, "txt": "Digests", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[12]"}, {"position_id": 2792, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[12]"}, {"position_id": 2794, "txt": "SHA384", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[13]"}, {"position_id": 2796, "txt": " } }.getOrThrow()", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[13]/pre/span[13]"}]}, "tags": [], "label": "code", "web_segment_id": 57, "global_sentence_id": 100, "edu_l1_label": "EDU_O"}, {"txt": "The instances can be configured using the configuration DSL.", "language": "english", "position": {"atoms": [{"position_id": 2798, "txt": "The instances can be configured using the configuration DSL.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": " Any unspecified parameters use sensible, secure defaults.", "language": "english", "position": {"atoms": [{"position_id": 2799, "txt": " Any unspecified parameters use sensible, secure defaults.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "Platform Signers", "language": "english", "position": {"atoms": [{"position_id": 2801, "txt": "Platform Signers", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[14]/h4"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 60, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "On Android and iOS, signers using the systems' secure key storage can be retrieved.", "language": "english", "position": {"atoms": [{"position_id": 2803, "txt": "On Android and iOS, signers using the systems' secure key storage can be retrieved.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": " To do this, use PlatformSigningProvider (in common code), or interact with AndroidKeystoreProvider/IosKeychainProvider (in platform-specific code).", "language": "english", "position": {"atoms": [{"position_id": 2804, "txt": " To do this, use ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[12]"}, {"position_id": 2806, "txt": "PlatformSigningProvider", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[12]/code[1]"}, {"position_id": 2808, "txt": " (in common code), or interact with ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[12]/code[1]"}, {"position_id": 2810, "txt": "AndroidKeystoreProvider", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[12]/code[2]"}, {"position_id": 2812, "txt": "/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[12]/code[2]"}, {"position_id": 2814, "txt": "IosKeychainProvider", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[12]/code[3]"}, {"position_id": 2816, "txt": " (in platform-specific code).", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[12]/code[3]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "New keys can be created using createSigningKey(alias:", "language": "english", "position": {"atoms": [{"position_id": 2818, "txt": "New keys can be created using ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[13]"}, {"position_id": 2820, "txt": "createSigningKey(alias:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[13]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": " String) { /* configuration */ }, and signers for existing keys can be retrieved using getSignerForKey(alias:", "language": "english", "position": {"atoms": [{"position_id": 2821, "txt": " String) { /* configuration */ }", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[13]/code[1]"}, {"position_id": 2823, "txt": ", and signers for existing keys can be retrieved using ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[13]/code[1]"}, {"position_id": 2825, "txt": "getSignerForKey(alias:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[13]/code[2]"}]}, "tags": [], "label": "code", "web_segment_id": 62, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": " String) { /* configuration */ }.", "language": "english", "position": {"atoms": [{"position_id": 2826, "txt": " String) { /* configuration */ }", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[13]/code[2]"}, {"position_id": 2828, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[13]/code[2]"}]}, "tags": [], "label": "code", "web_segment_id": 62, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "For example, creating an elliptic-curve key over P256, stored in secure hardware, and with key attestation using a random challenge provided by your server, might be done like this:", "language": "english", "position": {"atoms": [{"position_id": 2830, "txt": "For example, creating an elliptic-curve key over P256, stored in secure hardware, and with key attestation using a random challenge provided by your server, might be done like this:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "val serverChallenge:", "language": "english", "position": {"atoms": [{"position_id": 2832, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[1]"}, {"position_id": 2834, "txt": " serverChallenge", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[1]"}, {"position_id": 2836, "txt": ":", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 64, "global_sentence_id": 110, "edu_l1_label": "EDU_O"}, {"txt": "ByteArray=TODO(\"This was unpredictably chosen by your server.\")PlatformSigningProvider.createSigningKey(alias =\"Swordfish\") { ec { // you don't even need to specify the curve (P256 is the default) but we'll do it for demonstration purposes curve =ECCurve.SECP_256_R_1// you could specify the supported digests explicitly - if you do not, the curve's native digest (for P256, this is SHA256) is supported } // see https://a-sit-plus.github.io/signum/supreme/at.asitplus.signum.supreme.sign/-platform-signing-key-configuration-base/-secure-hardware-configuration/index.html hardware { // you could use PREFERRED if you want the operation to succeed (without hardware backing) on devices that do not support it backing =REQUIRED attestation { challenge = serverChallenge } protection { timeout =5.seconds factors { biometry =true deviceLock =false } } }}", "language": "english", "position": {"atoms": [{"position_id": 2838, "txt": "ByteArray", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[3]"}, {"position_id": 2840, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[4]"}, {"position_id": 2842, "txt": "TODO", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[5]"}, {"position_id": 2844, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[5]"}, {"position_id": 2846, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[6]/span[1]"}, {"position_id": 2848, "txt": "This was unpredictably chosen by your server.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[6]/span[1]"}, {"position_id": 2850, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[6]/span[2]"}, {"position_id": 2852, "txt": ")\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[6]"}, {"position_id": 2854, "txt": "PlatformSigningProvider", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[7]"}, {"position_id": 2856, "txt": ".createSigningKey(alias ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[7]"}, {"position_id": 2858, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[8]"}, {"position_id": 2860, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[9]/span[1]"}, {"position_id": 2862, "txt": "Swordfish", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[9]/span[1]"}, {"position_id": 2864, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[9]/span[2]"}, {"position_id": 2866, "txt": ") {\n ec {\n ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[9]"}, {"position_id": 2868, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[10]/span"}, {"position_id": 2870, "txt": " you don't even need to specify the curve (P256 is the default) but we'll do it for demonstration purposes", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[10]/span"}, {"position_id": 2872, "txt": "\n curve ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[10]"}, {"position_id": 2874, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[11]"}, {"position_id": 2876, "txt": "ECCurve", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[12]"}, {"position_id": 2878, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[12]"}, {"position_id": 2880, "txt": "SECP_256_R_1", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[13]"}, {"position_id": 2882, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[14]/span"}, {"position_id": 2884, "txt": " you could specify the supported digests explicitly - if you do not, the curve's native digest (for P256, this is SHA256) is supported", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[14]/span"}, {"position_id": 2886, "txt": "\n }\n ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[14]"}, {"position_id": 2888, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[15]/span"}, {"position_id": 2890, "txt": " see https://a-sit-plus.github.io/signum/supreme/at.asitplus.signum.supreme.sign/-platform-signing-key-configuration-base/-secure-hardware-configuration/index.html", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[15]/span"}, {"position_id": 2892, "txt": "\n hardware {\n ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[15]"}, {"position_id": 2894, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[16]/span"}, {"position_id": 2896, "txt": " you could use PREFERRED if you want the operation to succeed (without hardware backing) on devices that do not support it", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[16]/span"}, {"position_id": 2898, "txt": "\n backing ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[16]"}, {"position_id": 2900, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[17]"}, {"position_id": 2902, "txt": "REQUIRED", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[18]"}, {"position_id": 2904, "txt": "\n attestation { challenge ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[18]"}, {"position_id": 2906, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[19]"}, {"position_id": 2908, "txt": " serverChallenge }\n protection { \n timeout ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[19]"}, {"position_id": 2910, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[20]"}, {"position_id": 2912, "txt": "5", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[21]"}, {"position_id": 2914, "txt": ".seconds\n factors {\n biometry ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[21]"}, {"position_id": 2916, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[22]"}, {"position_id": 2918, "txt": "true", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[23]"}, {"position_id": 2920, "txt": "\n deviceLock ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[23]"}, {"position_id": 2922, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[24]"}, {"position_id": 2924, "txt": "false", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[25]"}, {"position_id": 2926, "txt": "\n } \n }\n }\n}", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[15]/pre/span[25]"}]}, "tags": [], "label": "code", "web_segment_id": 64, "global_sentence_id": 111, "edu_l1_label": "EDU_O"}, {"txt": "If this operation succeeds, it returns a Signer.", "language": "english", "position": {"atoms": [{"position_id": 2928, "txt": "If this operation succeeds, it returns a ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]"}, {"position_id": 2930, "txt": "Signer", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]/code[1]"}, {"position_id": 2932, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": " The same Signer could later be retrieved using PlatformSigningProvider.getSignerForKey(alias:", "language": "english", "position": {"atoms": [{"position_id": 2933, "txt": " The same ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]/code[1]"}, {"position_id": 2935, "txt": "Signer", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]/code[2]"}, {"position_id": 2937, "txt": " could later be retrieved using ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]/code[2]"}, {"position_id": 2939, "txt": "PlatformSigningProvider.getSignerForKey(alias:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]/code[3]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": " String).", "language": "english", "position": {"atoms": [{"position_id": 2940, "txt": " String)", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]/code[3]"}, {"position_id": 2942, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[15]/code[3]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "When you use this Signer to sign data, the user would be prompted to authorize the signature using an enrolled fingerprint, because that's what you specified when creating the key.", "language": "english", "position": {"atoms": [{"position_id": 2944, "txt": "When you use this ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[16]"}, {"position_id": 2946, "txt": "Signer", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[16]/code"}, {"position_id": 2948, "txt": " to sign data, the user would be prompted to authorize the signature using an enrolled fingerprint, because that's what you specified when creating the key.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[16]/code"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": " You can configure the authentication prompt:", "language": "english", "position": {"atoms": [{"position_id": 2949, "txt": " You can configure the authentication prompt:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[16]/code"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "val plaintext =\"A message\".encodeToByteArray()val signature = signer.sign(plaintext) { unlockPrompt { message =\"Signing a message to Bobby\" }}.signature", "language": "english", "position": {"atoms": [{"position_id": 2951, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[1]"}, {"position_id": 2953, "txt": " plaintext ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[1]"}, {"position_id": 2955, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[2]"}, {"position_id": 2957, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[3]/span[1]"}, {"position_id": 2959, "txt": "A message", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[3]/span[1]"}, {"position_id": 2961, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[3]/span[2]"}, {"position_id": 2963, "txt": ".encodeToByteArray()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[3]"}, {"position_id": 2965, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[4]"}, {"position_id": 2967, "txt": " signature ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[4]"}, {"position_id": 2969, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[5]"}, {"position_id": 2971, "txt": " signer.sign(plaintext) { \n unlockPrompt {\n message ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[5]"}, {"position_id": 2973, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[6]"}, {"position_id": 2975, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[7]/span[1]"}, {"position_id": 2977, "txt": "Signing a message to Bobby", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[7]/span[1]"}, {"position_id": 2979, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[7]/span[2]"}, {"position_id": 2981, "txt": "\n }\n}.signature", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[16]/pre/span[7]"}]}, "tags": [], "label": "code", "web_segment_id": 68, "global_sentence_id": 117, "edu_l1_label": "EDU_O"}, {"txt": "... but you cannot change the fact that you configured this key to need biometry.", "language": "english", "position": {"atoms": [{"position_id": 2983, "txt": "... but you cannot change the fact that you configured this key to need biometry.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": " Consider this when creating your keys.", "language": "english", "position": {"atoms": [{"position_id": 2984, "txt": " Consider this when creating your keys.", "x": 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trusting the OS, not the actual secure hardware; and you are trusting that our library properly interfaces with the OS.", "language": "english", "position": {"atoms": [{"position_id": 3019, "txt": " you are trusting the OS, not the actual secure hardware; and you are trusting that our library properly interfaces with the OS.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[20]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": " Attestation types are serializable for transfer, and correspond to those in Indispensable's attestation module.", "language": "english", "position": {"atoms": [{"position_id": 3020, "txt": " Attestation types are serializable for transfer, and correspond to those in Indispensable's attestation module.", "x": 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", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[21]/code[4]"}, {"position_id": 3043, "txt": "CoseAlgorithm", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[21]/code[5]"}, {"position_id": 3045, "txt": ", ...).", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[21]/code[5]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": " A variety of constants, resembling the well-known JCA names, are also available in SignatureAlgorithm's companion.", "language": "english", "position": {"atoms": [{"position_id": 3046, "txt": " A variety of constants, resembling the well-known JCA names, are also available in ", "x": 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[12]"}]}, "tags": [], "label": "code", "web_segment_id": 78, "global_sentence_id": 138, "edu_l1_label": "EDU_O"}, {"txt": "CryptoSignature=TODO(\"This was sent alongside the plaintext.\")val verifier =SignatureAlgorithm.ECDSAwithSHA256.verifierFor(publicKey).getOrThrow()val isValid = verifier.verify(plaintext, signature).isSuccessprintln(\"Looks good?", "language": "english", "position": {"atoms": [{"position_id": 3100, "txt": "CryptoSignature", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[13]"}, {"position_id": 3102, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[14]"}, {"position_id": 3104, "txt": "TODO", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[15]"}, {"position_id": 3106, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[15]"}, {"position_id": 3108, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[16]/span[1]"}, {"position_id": 3110, "txt": "This was sent alongside the plaintext.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[16]/span[1]"}, {"position_id": 3112, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[16]/span[2]"}, {"position_id": 3114, "txt": ")\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[16]"}, {"position_id": 3116, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[17]"}, {"position_id": 3118, "txt": " verifier ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[17]"}, {"position_id": 3120, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[18]"}, {"position_id": 3122, "txt": "SignatureAlgorithm", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[19]"}, {"position_id": 3124, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[19]"}, {"position_id": 3126, "txt": "ECDSAwithSHA256", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[20]"}, {"position_id": 3128, "txt": ".verifierFor(publicKey).getOrThrow()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[20]"}, {"position_id": 3130, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[21]"}, {"position_id": 3132, "txt": " isValid ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[21]"}, {"position_id": 3134, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[22]"}, {"position_id": 3136, "txt": " verifier.verify(plaintext, signature).isSuccess\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[22]"}, {"position_id": 3138, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[23]"}, {"position_id": 3140, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[23]"}, {"position_id": 3142, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[24]/span[1]"}, {"position_id": 3144, "txt": "Looks good?", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[24]/span[1]"}]}, "tags": [], "label": "code", "web_segment_id": 78, "global_sentence_id": 139, "edu_l1_label": "EDU_O"}, {"txt": " $isValid\")", "language": "english", "position": {"atoms": [{"position_id": 3145, "txt": " ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[24]/span[1]"}, {"position_id": 3147, "txt": "$isValid", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[24]/span[2]"}, {"position_id": 3149, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[24]/span[3]"}, {"position_id": 3151, "txt": ")", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[19]/pre/span[24]"}]}, "tags": [], "label": "code", "web_segment_id": 78, "global_sentence_id": 140, "edu_l1_label": "EDU_O"}, {"txt": "Or here's how to validate a X.509 certificate:", "language": "english", "position": {"atoms": [{"position_id": 3153, "txt": "Or here's how to validate a X.509 certificate:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[23]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "val rootCert:", "language": "english", "position": {"atoms": [{"position_id": 3155, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[1]"}, {"position_id": 3157, "txt": " rootCert", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[1]"}, {"position_id": 3159, "txt": ":", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 81, "global_sentence_id": 142, "edu_l1_label": "EDU_O"}, {"txt": "X509Certificate=TODO(\"You have this and trust it.\")val untrustedCert:", "language": "english", "position": {"atoms": [{"position_id": 3161, "txt": "X509Certificate", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[3]"}, {"position_id": 3163, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[4]"}, {"position_id": 3165, "txt": "TODO", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[5]"}, {"position_id": 3167, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[5]"}, {"position_id": 3169, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[6]/span[1]"}, {"position_id": 3171, "txt": "You have this and trust it.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[6]/span[1]"}, {"position_id": 3173, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[6]/span[2]"}, {"position_id": 3175, "txt": ")\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[6]"}, {"position_id": 3177, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[7]"}, {"position_id": 3179, "txt": " untrustedCert", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[7]"}, {"position_id": 3181, "txt": ":", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[8]"}]}, "tags": [], "label": "code", "web_segment_id": 81, "global_sentence_id": 143, "edu_l1_label": "EDU_O"}, {"txt": "X509Certificate=TODO(\"You want to verify that this is trustworthy.\")val verifier = untrustedCert.signatureAlgorithm.verifierFor(rootCert.publicKey).getOrThrow()val plaintext = untrustedCert.tbsCertificate.encodeToDer()val signature = untrustedCert.signatureval isValid = verifier.verify(plaintext, signature).isSuccessprintln(\"Certificate looks trustworthy:", "language": "english", "position": {"atoms": [{"position_id": 3183, "txt": "X509Certificate", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[9]"}, {"position_id": 3185, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[10]"}, {"position_id": 3187, "txt": "TODO", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[11]"}, {"position_id": 3189, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[11]"}, {"position_id": 3191, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[12]/span[1]"}, {"position_id": 3193, "txt": "You want to verify that this is trustworthy.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[12]/span[1]"}, {"position_id": 3195, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[12]/span[2]"}, {"position_id": 3197, "txt": ")\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[12]"}, {"position_id": 3199, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[13]"}, {"position_id": 3201, "txt": " verifier ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[13]"}, {"position_id": 3203, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[14]"}, {"position_id": 3205, "txt": " untrustedCert.signatureAlgorithm.verifierFor(rootCert.publicKey).getOrThrow()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[14]"}, {"position_id": 3207, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[15]"}, {"position_id": 3209, "txt": " plaintext ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[15]"}, {"position_id": 3211, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[16]"}, {"position_id": 3213, "txt": " untrustedCert.tbsCertificate.encodeToDer()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[16]"}, {"position_id": 3215, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[17]"}, {"position_id": 3217, "txt": " signature ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[17]"}, {"position_id": 3219, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[18]"}, {"position_id": 3221, "txt": " untrustedCert.signature\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[18]"}, {"position_id": 3223, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[19]"}, {"position_id": 3225, "txt": " isValid ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[19]"}, {"position_id": 3227, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[20]"}, {"position_id": 3229, "txt": " verifier.verify(plaintext, signature).isSuccess\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[20]"}, {"position_id": 3231, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[21]"}, {"position_id": 3233, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[21]"}, {"position_id": 3235, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[22]/span[1]"}, {"position_id": 3237, "txt": "Certificate looks trustworthy:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[22]/span[1]"}]}, "tags": [], "label": "code", "web_segment_id": 81, "global_sentence_id": 144, "edu_l1_label": "EDU_O"}, {"txt": " $isValid\")", "language": "english", "position": {"atoms": [{"position_id": 3238, "txt": " ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[22]/span[1]"}, {"position_id": 3240, "txt": "$isValid", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[22]/span[2]"}, {"position_id": 3242, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[22]/span[3]"}, {"position_id": 3244, "txt": ")", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[20]/pre/span[22]"}]}, "tags": [], "label": "code", "web_segment_id": 81, "global_sentence_id": 145, "edu_l1_label": "EDU_O"}, {"txt": "Platform Verifiers", "language": "english", "position": {"atoms": [{"position_id": 3246, "txt": "Platform Verifiers", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[21]/h4"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 83, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "Not every platform supports every algorithm parameter.", "language": "english", "position": {"atoms": [{"position_id": 3248, "txt": "Not every platform supports every algorithm parameter.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[24]"}]}, "tags": [], 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".platformVerifierFor", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[25]/code"}, {"position_id": 3260, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[25]/code"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": " That way, the library will only ever act as a proxy to platform APIs (JCA, CryptoKit, etc.), and will not use its own implementations.", "language": "english", "position": {"atoms": [{"position_id": 3261, "txt": " That way, the library will only ever act as a proxy to platform APIs (JCA, CryptoKit, etc.), and will not use its own implementations.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[25]/code"}]}, "tags": [], "label": "content", 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[26]/code[3]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "val publicKey:", "language": "english", "position": {"atoms": [{"position_id": 3278, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[1]"}, {"position_id": 3280, "txt": " publicKey", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[1]"}, {"position_id": 3282, "txt": ":", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 87, "global_sentence_id": 154, "edu_l1_label": "EDU_O"}, 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[7]"}, {"position_id": 3304, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[8]"}, {"position_id": 3306, "txt": " plaintext", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[8]"}, {"position_id": 3308, "txt": ":", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[9]"}]}, "tags": [], "label": "code", "web_segment_id": 87, "global_sentence_id": 155, "edu_l1_label": "EDU_O"}, {"txt": "ByteArray=TODO(\"This is the message.\")val signature:", "language": "english", "position": {"atoms": [{"position_id": 3310, "txt": "ByteArray", "x": 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[13]/span[1]"}, {"position_id": 3322, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[13]/span[2]"}, {"position_id": 3324, "txt": ")\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[13]"}, {"position_id": 3326, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[14]"}, {"position_id": 3328, "txt": " signature", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[14]"}, {"position_id": 3330, "txt": ":", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[15]"}]}, "tags": [], "label": "code", "web_segment_id": 87, "global_sentence_id": 156, "edu_l1_label": "EDU_O"}, {"txt": "CryptoSignature.EC=TODO(\"And this is the signature.\") val verifier =SignatureAlgorithm.ECDSAwithSHA512 .platformVerifierFor(publicKey) { provider =\"BC\"} /* specify BouncyCastle */ .getOrThrow()val isValid = verifier.verify(plaintext, signature).isSuccessprintln(\"Is it trustworthy?", "language": "english", "position": {"atoms": [{"position_id": 3332, "txt": "CryptoSignature", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[16]"}, {"position_id": 3334, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[16]"}, 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signature.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[20]/span[1]"}, {"position_id": 3348, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[20]/span[2]"}, {"position_id": 3350, "txt": ")\n \n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[20]"}, {"position_id": 3352, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[21]"}, {"position_id": 3354, "txt": " verifier ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[21]"}, {"position_id": 3356, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[22]"}, {"position_id": 3358, "txt": "SignatureAlgorithm", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[23]"}, {"position_id": 3360, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[23]"}, {"position_id": 3362, "txt": "ECDSAwithSHA512", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[24]"}, {"position_id": 3364, "txt": "\n .platformVerifierFor(publicKey) { provider ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[24]"}, {"position_id": 3366, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[25]"}, {"position_id": 3368, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[26]/span[1]"}, {"position_id": 3370, "txt": "BC", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[26]/span[1]"}, {"position_id": 3372, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[26]/span[2]"}, {"position_id": 3374, "txt": "} ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[26]"}, {"position_id": 3376, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[27]/span[1]"}, {"position_id": 3378, "txt": " specify BouncyCastle ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[27]/span[1]"}, {"position_id": 3380, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[27]/span[2]"}, {"position_id": 3382, "txt": "\n .getOrThrow()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[27]"}, {"position_id": 3384, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[28]"}, {"position_id": 3386, "txt": " isValid ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[28]"}, {"position_id": 3388, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[29]"}, {"position_id": 3390, "txt": " verifier.verify(plaintext, signature).isSuccess\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[29]"}, {"position_id": 3392, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[30]"}, {"position_id": 3394, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[30]"}, {"position_id": 3396, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[31]/span[1]"}, {"position_id": 3398, "txt": "Is it trustworthy?", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[31]/span[1]"}]}, "tags": [], "label": "code", "web_segment_id": 87, "global_sentence_id": 157, "edu_l1_label": "EDU_O"}, {"txt": " $isValid\")", "language": "english", "position": {"atoms": [{"position_id": 3399, "txt": " ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[31]/span[1]"}, {"position_id": 3401, "txt": "$isValid", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[31]/span[2]"}, {"position_id": 3403, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[31]/span[3]"}, {"position_id": 3405, "txt": ")", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[22]/pre/span[31]"}]}, "tags": [], "label": "code", "web_segment_id": 87, "global_sentence_id": 158, "edu_l1_label": "EDU_O"}, {"txt": "Symmetric Encryption", "language": "english", "position": {"atoms": [{"position_id": 3407, "txt": "Symmetric Encryption", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[23]/h2"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 89, "global_sentence_id": 159, "edu_l1_label": "BOS"}, {"txt": "We currently support ChaCha20-Poly1503, AES-CBC, AES-GCM, AES-KW, AES-ECB, and a very flexible flavour of AES-CBC-HMAC.", "language": "english", "position": {"atoms": [{"position_id": 3409, "txt": "We currently support ChaCha20-Poly1503, AES-CBC, AES-GCM, AES-KW, AES-ECB, and a very flexible flavour of AES-CBC-HMAC.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": " Every symmetric operation is rooted in an algorithm, since the algorithm defines characteristics, such as nonce requirement, authentication capabilities, etc.", "language": "english", "position": {"atoms": [{"position_id": 3410, "txt": " Every symmetric operation is rooted in an algorithm, since the algorithm defines characteristics, such as nonce requirement, authentication capabilities, etc.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": " Hence, you need to know the algorithm.", "language": "english", "position": {"atoms": [{"position_id": 3411, "txt": " Hence, you need to know the algorithm.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "Baseline Usage", "language": "english", "position": {"atoms": [{"position_id": 3413, "txt": "Baseline Usage", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[24]/h3"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 91, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "Once you know decided on an encryption algorithm, encryption itself is straight-forward:", "language": "english", "position": {"atoms": [{"position_id": 3415, "txt": "Once you know decided on an encryption algorithm, encryption itself is straight-forward:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[28]"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "val secret =\"Top Secret\".encodeToByteArray()val secretKey =SymmetricEncryptionAlgorithm.ChaCha20Poly1305.randomKey()val encrypted = secretKey.encrypt(secret).getOrThrow(/*handle error*/)encrypted.decrypt(secretKey).getOrThrow(/*handle error*/) shouldBe secret", "language": "english", "position": {"atoms": [{"position_id": 3417, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[1]"}, {"position_id": 3419, "txt": " secret ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[1]"}, {"position_id": 3421, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[2]"}, {"position_id": 3423, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[3]/span[1]"}, {"position_id": 3425, "txt": "Top Secret", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[3]/span[1]"}, {"position_id": 3427, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[3]/span[2]"}, {"position_id": 3429, "txt": ".encodeToByteArray()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[3]"}, {"position_id": 3431, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[4]"}, {"position_id": 3433, "txt": " secretKey ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[4]"}, {"position_id": 3435, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[5]"}, {"position_id": 3437, "txt": "SymmetricEncryptionAlgorithm", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[6]"}, {"position_id": 3439, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[6]"}, {"position_id": 3441, "txt": "ChaCha20Poly1305", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[7]"}, {"position_id": 3443, "txt": ".randomKey()\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[7]"}, {"position_id": 3445, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[8]"}, {"position_id": 3447, "txt": " encrypted ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[8]"}, {"position_id": 3449, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[9]"}, {"position_id": 3451, "txt": " secretKey.encrypt(secret).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[9]"}, {"position_id": 3453, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[10]/span[1]"}, {"position_id": 3455, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[10]/span[1]"}, {"position_id": 3457, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[10]/span[2]"}, {"position_id": 3459, "txt": ")\nencrypted.decrypt(secretKey).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[10]"}, {"position_id": 3461, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[11]/span[1]"}, {"position_id": 3463, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[11]/span[1]"}, {"position_id": 3465, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[11]/span[2]"}, {"position_id": 3467, "txt": ") shouldBe secret", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[25]/pre/span[11]"}]}, "tags": [], "label": "code", "web_segment_id": 93, "global_sentence_id": 165, "edu_l1_label": "EDU_O"}, {"txt": "Encrypted data is always structured and the individual components are easily accessible:", "language": "english", "position": {"atoms": [{"position_id": 3469, "txt": "Encrypted data is always structured and the individual components are easily accessible:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "val nonce = encrypted.nonceval ciphertext = encrypted.encryptedDataval authTag = encrypted.authTagval keyBytes = secretKey.secretKey.getOrThrow() /*for algorithms with a dedicated MAC key, there's encryptionKey and macKey*/", "language": "english", "position": {"atoms": [{"position_id": 3471, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[1]"}, {"position_id": 3473, "txt": " nonce ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[1]"}, {"position_id": 3475, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[2]"}, {"position_id": 3477, "txt": " encrypted.nonce\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[2]"}, {"position_id": 3479, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[3]"}, {"position_id": 3481, "txt": " ciphertext ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[3]"}, {"position_id": 3483, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[4]"}, {"position_id": 3485, "txt": " encrypted.encryptedData\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[4]"}, {"position_id": 3487, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[5]"}, {"position_id": 3489, "txt": " authTag ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[5]"}, {"position_id": 3491, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[6]"}, {"position_id": 3493, "txt": " encrypted.authTag\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[6]"}, {"position_id": 3495, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[7]"}, {"position_id": 3497, "txt": " keyBytes ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[7]"}, {"position_id": 3499, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[8]"}, {"position_id": 3501, "txt": " secretKey.secretKey.getOrThrow() ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[8]"}, {"position_id": 3503, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[9]/span[1]"}, {"position_id": 3505, "txt": "for algorithms with a dedicated MAC key, there's encryptionKey and macKey", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[9]/span[1]"}, {"position_id": 3507, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[26]/pre/span[9]/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 96, "global_sentence_id": 167, "edu_l1_label": "EDU_O"}, {"txt": "Decrypting data received from external sources is also straight-forward:", "language": "english", "position": {"atoms": [{"position_id": 3509, "txt": "Decrypting data received from external sources is also straight-forward:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[30]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "val box = algo.sealedBox.withNonce(nonce).from(ciphertext, authTag).getOrThrow(/*handle error*/)box.decrypt(preSharedKey, /*also pass AAD*/ externalAAD).getOrThrow(/*handle error*/) shouldBe secret//alternatively, pass raw data:", "language": "english", "position": {"atoms": [{"position_id": 3511, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[1]"}, {"position_id": 3513, "txt": " box ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[1]"}, {"position_id": 3515, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[2]"}, {"position_id": 3517, "txt": " algo.sealedBox.withNonce(nonce).from(ciphertext, authTag).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[2]"}, {"position_id": 3519, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[3]/span[1]"}, {"position_id": 3521, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[3]/span[1]"}, {"position_id": 3523, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[3]/span[2]"}, {"position_id": 3525, "txt": ")\nbox.decrypt(preSharedKey, ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[3]"}, {"position_id": 3527, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[4]/span[1]"}, {"position_id": 3529, "txt": "also pass AAD", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[4]/span[1]"}, {"position_id": 3531, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[4]/span[2]"}, {"position_id": 3533, "txt": " externalAAD).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[4]"}, {"position_id": 3535, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[5]/span[1]"}, {"position_id": 3537, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[5]/span[1]"}, {"position_id": 3539, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[5]/span[2]"}, {"position_id": 3541, "txt": ") shouldBe secret\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[5]"}, {"position_id": 3543, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[6]/span"}, {"position_id": 3545, "txt": "alternatively, pass raw data:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[6]/span"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 169, "edu_l1_label": "EDU_O"}, {"txt": "preSharedKey.decrypt(nonce, ciphertext, authTag, externalAAD).getOrThrow(/*handle error*/) shouldBe secret", "language": "english", "position": {"atoms": [{"position_id": 3547, "txt": "\npreSharedKey.decrypt(nonce, ciphertext, authTag, externalAAD).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[6]"}, {"position_id": 3549, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[7]/span[1]"}, {"position_id": 3551, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[7]/span[1]"}, {"position_id": 3553, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[7]/span[2]"}, {"position_id": 3555, "txt": ") shouldBe secret", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[27]/pre/span[7]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 170, "edu_l1_label": "EDU_O"}, {"txt": "Custom AES-CBC-HMAC", "language": "english", "position": {"atoms": [{"position_id": 3557, "txt": "Custom AES-CBC-HMAC", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[28]/h3"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 101, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "Supreme supports AES-CBC with customizable HMAC to provide AEAD.", "language": "english", "position": {"atoms": [{"position_id": 3559, "txt": "Supreme supports AES-CBC with customizable HMAC to provide AEAD.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": " This is supported across all Supreme targets and works as follows:", "language": "english", "position": {"atoms": [{"position_id": 3560, "txt": " This is supported across all ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[31]"}, {"position_id": 3562, "txt": "Supreme", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[31]/em"}, {"position_id": 3564, "txt": " targets and works as follows:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[31]/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 102, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "val payload =\"More matter, with less art!\".encodeToByteArray()//define algorithm parametersval algorithm =SymmetricEncryptionAlgorithm.AES_192.CBC.HMAC.SHA_512//with a custom HMAC input calculation function .Custom(32.bytes) { ciphertext, iv, aad ->//A shorter version of RFC 7518 aad + iv + ciphertext + aad.size.encodeTo4Bytes() }//any size is fine, really.", "language": "english", "position": {"atoms": [{"position_id": 3566, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[1]"}, {"position_id": 3568, "txt": " payload ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[1]"}, {"position_id": 3570, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[2]"}, {"position_id": 3572, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[3]/span[1]"}, {"position_id": 3574, "txt": "More matter, with less art!", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[3]/span[1]"}, {"position_id": 3576, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[3]/span[2]"}, {"position_id": 3578, "txt": ".encodeToByteArray()\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[3]"}, {"position_id": 3580, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[4]/span"}, {"position_id": 3582, "txt": "define algorithm parameters", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[4]/span"}, {"position_id": 3584, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[5]"}, {"position_id": 3586, "txt": " algorithm ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[5]"}, {"position_id": 3588, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[6]"}, {"position_id": 3590, "txt": "SymmetricEncryptionAlgorithm", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[7]"}, {"position_id": 3592, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[7]"}, {"position_id": 3594, "txt": "AES_192", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[8]"}, {"position_id": 3596, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[8]"}, {"position_id": 3598, "txt": "CBC", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[9]"}, {"position_id": 3600, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[9]"}, {"position_id": 3602, "txt": "HMAC", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[10]"}, {"position_id": 3604, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[10]"}, {"position_id": 3606, "txt": "SHA_512", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[11]"}, {"position_id": 3608, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[12]/span"}, {"position_id": 3610, "txt": "with a custom HMAC input calculation function", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[12]/span"}, {"position_id": 3612, "txt": "\n .", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[12]"}, {"position_id": 3614, "txt": "Custom", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[13]"}, {"position_id": 3616, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[13]"}, {"position_id": 3618, "txt": "32", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[14]"}, {"position_id": 3620, "txt": ".bytes) { ciphertext, iv, aad ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[14]"}, {"position_id": 3622, "txt": "->", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[15]"}, {"position_id": 3624, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[16]/span"}, {"position_id": 3626, "txt": "A shorter version of RFC 7518", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[16]/span"}, {"position_id": 3628, "txt": "\n aad ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[16]"}, {"position_id": 3630, "txt": "+", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[17]"}, {"position_id": 3632, "txt": " iv ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[17]"}, {"position_id": 3634, "txt": "+", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[18]"}, {"position_id": 3636, "txt": " ciphertext ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[18]"}, {"position_id": 3638, "txt": "+", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[19]"}, {"position_id": 3640, "txt": " aad.size.encodeTo4Bytes()\n }\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[19]"}, {"position_id": 3642, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[20]/span"}, {"position_id": 3644, "txt": "any size is fine, really.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[20]/span"}]}, "tags": [], "label": "code", "web_segment_id": 103, "global_sentence_id": 174, "edu_l1_label": "EDU_O"}, {"txt": " omitting the override generates a mac key of the same size as the encryption keyval key = algorithm.randomKey(macKeyLength =32.bit)val aad =Clock.System.now().toString().encodeToByteArray()val sealedBox = key.encrypt( payload, authenticatedData = aad,).getOrThrow(/*handle error*/)//because everything is structured, decryption is simpleval recovered = sealedBox.decrypt(key, aad).getOrThrow(/*handle error*/)recovered shouldBe payload //success!//we can also manually construct the sealed box, if we know the algorithm:", "language": "english", "position": {"atoms": [{"position_id": 3645, "txt": " omitting the override generates a mac key of the same size as the encryption key", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[20]/span"}, {"position_id": 3647, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[21]"}, {"position_id": 3649, "txt": " key ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[21]"}, {"position_id": 3651, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[22]"}, {"position_id": 3653, "txt": " algorithm.randomKey(macKeyLength ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[22]"}, {"position_id": 3655, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[23]"}, {"position_id": 3657, "txt": "32", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[24]"}, {"position_id": 3659, "txt": ".bit)\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[24]"}, {"position_id": 3661, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[25]"}, {"position_id": 3663, "txt": " aad ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[25]"}, {"position_id": 3665, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[26]"}, {"position_id": 3667, "txt": "Clock", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[27]"}, {"position_id": 3669, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[27]"}, {"position_id": 3671, "txt": "System", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[28]"}, {"position_id": 3673, "txt": ".now().toString().encodeToByteArray()\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[28]"}, {"position_id": 3675, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[29]"}, {"position_id": 3677, "txt": " sealedBox ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[29]"}, {"position_id": 3679, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[30]"}, {"position_id": 3681, "txt": " key.encrypt(\n payload,\n authenticatedData ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[30]"}, {"position_id": 3683, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[31]"}, {"position_id": 3685, "txt": " aad,\n).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[31]"}, {"position_id": 3687, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[32]/span[1]"}, {"position_id": 3689, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[32]/span[1]"}, {"position_id": 3691, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[32]/span[2]"}, {"position_id": 3693, "txt": ")\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[32]"}, {"position_id": 3695, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[33]/span"}, {"position_id": 3697, "txt": "because everything is structured, decryption is simple", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[33]/span"}, {"position_id": 3699, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[34]"}, {"position_id": 3701, "txt": " recovered ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[34]"}, {"position_id": 3703, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[35]"}, {"position_id": 3705, "txt": " sealedBox.decrypt(key, aad).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[35]"}, {"position_id": 3707, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[36]/span[1]"}, {"position_id": 3709, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[36]/span[1]"}, {"position_id": 3711, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[36]/span[2]"}, {"position_id": 3713, "txt": ")\n\nrecovered shouldBe payload ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[36]"}, {"position_id": 3715, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[37]/span"}, {"position_id": 3717, "txt": "success!", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[37]/span"}, {"position_id": 3719, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[38]/span"}, {"position_id": 3721, "txt": "we can also manually construct the sealed box, if we know the algorithm:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[38]/span"}]}, "tags": [], "label": "code", "web_segment_id": 103, "global_sentence_id": 175, "edu_l1_label": "EDU_O"}, {"txt": "val reconstructed = algorithm.sealedBox.withNonce(sealedBox.nonce).from( encryptedData = sealedBox.encryptedData, /*Could also access authenticatedCipherText*/ authTag = sealedBox.authTag,).getOrThrow()val manuallyRecovered = reconstructed.decrypt( key, authenticatedData = aad,).getOrThrow(/*handle error*/)manuallyRecovered shouldBe payload //great success!//if we just know algorithm and key bytes, we can also construct a symmetric keyreconstructed.decrypt( algorithm.keyFrom(key.encryptionKey.getOrThrow(), key.macKey.getOrThrow()).getOrThrow(/*handle error*/), aad).getOrThrow(/*handle error*/) shouldBe payload //greatest success!", "language": "english", "position": {"atoms": [{"position_id": 3723, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[39]"}, {"position_id": 3725, "txt": " reconstructed ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[39]"}, {"position_id": 3727, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[40]"}, {"position_id": 3729, "txt": " algorithm.sealedBox.withNonce(sealedBox.nonce).from(\n encryptedData ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[40]"}, {"position_id": 3731, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[41]"}, {"position_id": 3733, "txt": " sealedBox.encryptedData, ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[41]"}, {"position_id": 3735, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[42]/span[1]"}, {"position_id": 3737, "txt": "Could also access authenticatedCipherText", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[42]/span[1]"}, {"position_id": 3739, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[42]/span[2]"}, {"position_id": 3741, "txt": "\n authTag ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[42]"}, {"position_id": 3743, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[43]"}, {"position_id": 3745, "txt": " sealedBox.authTag,\n).getOrThrow()\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[43]"}, {"position_id": 3747, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[44]"}, {"position_id": 3749, "txt": " manuallyRecovered ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[44]"}, {"position_id": 3751, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[45]"}, {"position_id": 3753, "txt": " reconstructed.decrypt(\n key,\n authenticatedData ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[45]"}, {"position_id": 3755, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[46]"}, {"position_id": 3757, "txt": " aad,\n).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[46]"}, {"position_id": 3759, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[47]/span[1]"}, {"position_id": 3761, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[47]/span[1]"}, {"position_id": 3763, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[47]/span[2]"}, {"position_id": 3765, "txt": ")\n\nmanuallyRecovered shouldBe payload ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[47]"}, {"position_id": 3767, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[48]/span"}, {"position_id": 3769, "txt": "great success!", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[48]/span"}, {"position_id": 3771, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[49]/span"}, {"position_id": 3773, "txt": "if we just know algorithm and key bytes, we can also construct a symmetric key", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[49]/span"}, {"position_id": 3775, "txt": "\nreconstructed.decrypt(\n algorithm.keyFrom(key.encryptionKey.getOrThrow(), key.macKey.getOrThrow()).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[49]"}, {"position_id": 3777, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[50]/span[1]"}, {"position_id": 3779, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[50]/span[1]"}, {"position_id": 3781, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[50]/span[2]"}, {"position_id": 3783, "txt": "),\n aad\n).getOrThrow(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[50]"}, {"position_id": 3785, "txt": "/*", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[51]/span[1]"}, {"position_id": 3787, "txt": "handle error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[51]/span[1]"}, {"position_id": 3789, "txt": "*/", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[51]/span[2]"}, {"position_id": 3791, "txt": ") shouldBe payload ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[51]"}, {"position_id": 3793, "txt": "//", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[52]/span"}, {"position_id": 3795, "txt": "greatest success!", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[29]/pre/span[52]/span"}]}, "tags": [], "label": "code", "web_segment_id": 103, "global_sentence_id": 176, "edu_l1_label": "EDU_O"}, {"txt": "ASN.1 Demo Reel", "language": "english", "position": {"atoms": [{"position_id": 3797, "txt": "ASN.1 Demo Reel", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[30]/h2"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 105, "global_sentence_id": 177, "edu_l1_label": "BOS"}, {"txt": "Classes like CryptoPublicKey, X509Certificate, Pkcs10CertificationRequest, etc.", "language": "english", "position": {"atoms": [{"position_id": 3799, "txt": "Classes like ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]"}, {"position_id": 3801, "txt": "CryptoPublicKey", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[1]"}, {"position_id": 3803, "txt": ", ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[1]"}, {"position_id": 3805, "txt": "X509Certificate", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[2]"}, {"position_id": 3807, "txt": ", ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[2]"}, {"position_id": 3809, "txt": "Pkcs10CertificationRequest", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[3]"}, {"position_id": 3811, "txt": ", etc.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[3]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": " all implement Asn1Encodable and their respective companions implement Asn1Decodable.", "language": "english", "position": {"atoms": [{"position_id": 3812, "txt": " all implement ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[3]"}, {"position_id": 3814, "txt": "Asn1Encodable", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[4]"}, {"position_id": 3816, "txt": " and their respective companions implement ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[4]"}, {"position_id": 3818, "txt": "Asn1Decodable", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[5]"}, {"position_id": 3820, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[5]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": " Which means that you can do things like parsing and examining certificates, creating CSRs, or transferring key material.", "language": "english", "position": {"atoms": [{"position_id": 3821, "txt": " Which means that you can do things like parsing and examining certificates, creating CSRs, or transferring key material.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[32]/code[5]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "Certificate Parsing", "language": "english", "position": {"atoms": [{"position_id": 3823, "txt": "Certificate Parsing", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[31]/h3"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 107, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "val cert =X509Certificate.decodeFromDer(certBytes)when (val pk = cert.publicKey) { isCryptoPublicKey.EC->println( \"Certificate with serial no. ${ cert.tbsCertificate.serialNumber } contains an EC public key using curve ${pk.curve}\" ) isCryptoPublicKey.RSA->println( \"Certificate with serial no. ${ cert.tbsCertificate.serialNumber } contains a ${pk.bits.number} bit RSA public key\" )}println(\"The full certificate is:", "language": "english", "position": {"atoms": [{"position_id": 3825, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[1]"}, {"position_id": 3827, "txt": " cert ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[1]"}, {"position_id": 3829, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[2]"}, {"position_id": 3831, "txt": "X509Certificate", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[3]"}, {"position_id": 3833, "txt": ".decodeFromDer(certBytes)\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[3]"}, {"position_id": 3835, "txt": "when", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[4]"}, {"position_id": 3837, "txt": " (", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[4]"}, {"position_id": 3839, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[5]"}, {"position_id": 3841, "txt": " pk ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[5]"}, {"position_id": 3843, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[6]"}, {"position_id": 3845, "txt": " cert.publicKey) {\n ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[6]"}, {"position_id": 3847, "txt": "is", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[7]"}, {"position_id": 3849, "txt": "CryptoPublicKey", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[8]"}, {"position_id": 3851, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[8]"}, {"position_id": 3853, "txt": "EC", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[9]"}, {"position_id": 3855, "txt": "->", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[10]"}, {"position_id": 3857, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[11]"}, {"position_id": 3859, "txt": "(\n ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[11]"}, {"position_id": 3861, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[12]/span[1]"}, {"position_id": 3863, "txt": "Certificate with serial no. ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[12]/span[1]"}, {"position_id": 3865, "txt": "${", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[12]/span[2]"}, {"position_id": 3867, "txt": " cert.tbsCertificate.serialNumber", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[13]/span"}, {"position_id": 3869, "txt": " }", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[14]/span[1]"}, {"position_id": 3871, "txt": " contains an EC public key using curve ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[14]/span[1]"}, {"position_id": 3873, "txt": "${pk.curve}", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[14]/span[2]"}, {"position_id": 3875, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[14]/span[3]"}, {"position_id": 3877, "txt": "\n )\n\n ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[14]"}, {"position_id": 3879, "txt": "is", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[15]"}, {"position_id": 3881, "txt": "CryptoPublicKey", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[16]"}, {"position_id": 3883, "txt": ".", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[16]"}, {"position_id": 3885, "txt": "RSA", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[17]"}, {"position_id": 3887, "txt": "->", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[18]"}, {"position_id": 3889, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[19]"}, {"position_id": 3891, "txt": "(\n ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[19]"}, {"position_id": 3893, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[20]/span[1]"}, {"position_id": 3895, "txt": "Certificate with serial no. ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[20]/span[1]"}, {"position_id": 3897, "txt": "${", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[20]/span[2]"}, {"position_id": 3899, "txt": " cert.tbsCertificate.serialNumber", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[21]/span"}, {"position_id": 3901, "txt": " }", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[22]/span[1]"}, {"position_id": 3903, "txt": " contains a ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[22]/span[1]"}, {"position_id": 3905, "txt": "${pk.bits.number}", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[22]/span[2]"}, {"position_id": 3907, "txt": " bit RSA public key", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[22]/span[2]"}, {"position_id": 3909, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[22]/span[3]"}, {"position_id": 3911, "txt": "\n )\n}\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[22]"}, {"position_id": 3913, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[23]"}, {"position_id": 3915, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[23]"}, {"position_id": 3917, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[1]"}, {"position_id": 3919, "txt": "The full certificate is:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[1]"}]}, "tags": [], "label": "code", "web_segment_id": 108, "global_sentence_id": 182, "edu_l1_label": "EDU_O"}, {"txt": "\\n${Json { prettyPrint =true }.encodeToString(cert)}\")println(\"Re-encoding it produces the same bytes?", "language": "english", "position": {"atoms": [{"position_id": 3921, "txt": "\\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[2]"}, {"position_id": 3923, "txt": "${", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[3]"}, {"position_id": 3925, "txt": "Json", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[3]/span[1]"}, {"position_id": 3927, "txt": " { prettyPrint ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[3]/span[1]"}, {"position_id": 3929, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[3]/span[2]"}, {"position_id": 3931, "txt": "true", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[3]/span[3]"}, {"position_id": 3933, "txt": " }.encodeToString(cert)}", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[3]/span[3]"}, {"position_id": 3935, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]/span[4]"}, {"position_id": 3937, "txt": ")\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[24]"}, {"position_id": 3939, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[25]"}, {"position_id": 3941, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[25]"}, {"position_id": 3943, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[26]/span[1]"}, {"position_id": 3945, "txt": "Re-encoding it produces the same bytes?", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[32]/pre/span[26]/span[1]"}]}, "tags": [], "label": "code", "web_segment_id": 108, "global_sentence_id": 183, "edu_l1_label": "EDU_O"}, {"txt": " ${cert.encodeToDer() contentEquals certBytes}\")", "language": 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[29]"}, {"position_id": 4595, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[30]"}, {"position_id": 4597, "txt": " cryptoPublicKey\n)\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[30]"}, {"position_id": 4599, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[31]"}, {"position_id": 4601, "txt": " signed", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[31]"}, {"position_id": 4603, "txt": ":", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[32]"}]}, "tags": [], "label": "code", "web_segment_id": 117, "global_sentence_id": 243, "edu_l1_label": "EDU_O"}, {"txt": "ByteArray=TODO(\"pass tbsCsr.encodeToDer() to platform code\")val csr =Pkcs10CertificationRequest(tbsCsr, signatureAlgorithm, signed)println(csr.encodeToDer())", "language": "english", "position": {"atoms": [{"position_id": 4605, "txt": "ByteArray", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[33]"}, {"position_id": 4607, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[34]"}, {"position_id": 4609, "txt": "TODO", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[35]"}, {"position_id": 4611, "txt": "(", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[35]"}, {"position_id": 4613, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[36]/span[1]"}, {"position_id": 4615, "txt": "pass tbsCsr.encodeToDer() to platform code", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[36]/span[1]"}, {"position_id": 4617, "txt": "\"", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[36]/span[2]"}, {"position_id": 4619, "txt": ")\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[36]"}, {"position_id": 4621, "txt": "val", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[37]"}, {"position_id": 4623, "txt": " csr ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[37]"}, {"position_id": 4625, "txt": "=", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[38]"}, {"position_id": 4627, "txt": "Pkcs10CertificationRequest", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[39]"}, {"position_id": 4629, "txt": "(tbsCsr, signatureAlgorithm, signed)\n\n", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[39]"}, {"position_id": 4631, "txt": "println", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[40]"}, {"position_id": 4633, "txt": "(csr.encodeToDer())", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[34]/pre/span[40]"}]}, "tags": [], "label": "code", "web_segment_id": 117, "global_sentence_id": 244, "edu_l1_label": "EDU_O"}, {"txt": "Which results in the following output:", "language": "english", "position": {"atoms": [{"position_id": 4635, "txt": "Which results in the following output:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 245, "edu_l1_label": "IOS"}, {"txt": "3081D9308181020100301F311D301B06035504030C1444656661756C74437279 70746F536572766963653059301306072A8648CE3D020106082A8648CE3D0301 07034200043797E977E359AAABFC9177E7C95FD5B4BE4AC24C4FF13F3233F774 E8B65FE5FBA5057513BD076CFFB2E17567AC9BD43737FB6BDF496CC6DCB47194 BBE7512F0BA000300A06082A8648CE3D0403020347003044022079D188C09E20 C70AFF096B9484DDDE70484485FD551676273A517E818B94644E02206B222905 D343C1D6FC9319A364CECA7E67956E4B99D63537E17A9F5D4093D7AE", "language": "english", "position": {"atoms": [{"position_id": 4637, "txt": "3081D9308181020100301F311D301B06035504030C1444656661756C74437279 70746F536572766963653059301306072A8648CE3D020106082A8648CE3D0301 07034200043797E977E359AAABFC9177E7C95FD5B4BE4AC24C4FF13F3233F774 E8B65FE5FBA5057513BD076CFFB2E17567AC9BD43737FB6BDF496CC6DCB47194 BBE7512F0BA000300A06082A8648CE3D0403020347003044022079D188C09E20 C70AFF096B9484DDDE70484485FD551676273A517E818B94644E02206B222905 D343C1D6FC9319A364CECA7E67956E4B99D63537E17A9F5D4093D7AE", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/blockquote[3]/p/a"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 246, "edu_l1_label": "IOS"}, {"txt": "Working with Generic ASN.1 Structures", "language": "english", "position": {"atoms": [{"position_id": 4639, "txt": "Working with Generic ASN.1 Structures", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[35]/h3"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 121, "global_sentence_id": 247, "edu_l1_label": "IOS"}, {"txt": "The magic shown above is based on a from-scratch 100% KMP implementation of an ASN.1 encoder and parser.", "language": "english", "position": {"atoms": [{"position_id": 4641, "txt": "The magic shown above is based on a from-scratch 100% KMP implementation of an ASN.1 encoder and parser.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 248, "edu_l1_label": "IOS"}, {"txt": " To parse any DER-encoded ASN.1 structure, call either:", "language": "english", "position": {"atoms": [{"position_id": 4642, "txt": " To parse any DER-encoded ASN.1 structure, call either:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 249, "edu_l1_label": "IOS"}, {"txt": "Asn1Element.parse(), which will consume all bytes and return the first parsed ASN.1 element.", "language": "english", "position": {"atoms": [{"position_id": 4644, "txt": "Asn1Element.parse()", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[1]/code"}, {"position_id": 4646, "txt": ", which will consume all bytes and return the first parsed ASN.1 element.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[1]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 123, "global_sentence_id": 250, "edu_l1_label": "IOS"}, {"txt": " This method throws if parsing errors occur or any trailing bytes are left after parsing the first element.", "language": "english", "position": {"atoms": [{"position_id": 4647, "txt": " This method throws if parsing errors occur or any trailing bytes are left after parsing the first element.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[1]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 123, "global_sentence_id": 251, "edu_l1_label": "IOS"}, {"txt": "Asn1Element.parseFirst(), which will try to parse a single toplevel ASN.1 element.", "language": "english", "position": {"atoms": [{"position_id": 4649, "txt": "Asn1Element.parseFirst()", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[2]/code"}, {"position_id": 4651, "txt": ", which will try to parse a single toplevel ASN.1 element.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[2]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 124, "global_sentence_id": 252, "edu_l1_label": "IOS"}, {"txt": " Any remaining bytes can still be consumed from the iterator, as it will only be advanced to right after the first parsed element.", "language": "english", "position": {"atoms": [{"position_id": 4652, "txt": " Any remaining bytes can still be consumed from the iterator, as it will only be advanced to right after the first parsed element.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[2]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 124, "global_sentence_id": 253, "edu_l1_label": "IOS"}, {"txt": "Asn1Element.parseAll(), wich consumes all bytes, parses all toplevel ASN.1 elements, and returns them as list.", "language": "english", "position": {"atoms": [{"position_id": 4654, "txt": "Asn1Element.parseAll()", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[3]/code"}, {"position_id": 4656, "txt": ", wich consumes all bytes, parses all toplevel ASN.1 elements, and returns them as list.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[3]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 125, "global_sentence_id": 254, "edu_l1_label": "IOS"}, {"txt": " Throws on any parsing error.", "language": "english", "position": {"atoms": [{"position_id": 4657, "txt": " Throws on any parsing error.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[2]/li[3]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 125, "global_sentence_id": 255, "edu_l1_label": "IOS"}, {"txt": "Asn1Elements can encoded by accessing the lazily evaluated .derEncoded property.", "language": "english", "position": {"atoms": [{"position_id": 4659, "txt": "Asn1Element", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[36]/code[1]"}, {"position_id": 4661, "txt": "s can encoded by accessing the lazily evaluated ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[36]/code[1]"}, {"position_id": 4663, "txt": ".derEncoded", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[36]/code[2]"}, {"position_id": 4665, "txt": " property.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[36]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 256, "edu_l1_label": "IOS"}, {"txt": " Even for parsed elements, this is a true re-encoding.", "language": "english", "position": {"atoms": [{"position_id": 4666, "txt": " Even for parsed elements, this is a true re-encoding.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[36]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 257, "edu_l1_label": "IOS"}, {"txt": " The original bytes are discarded after decoding.", "language": "english", "position": {"atoms": [{"position_id": 4667, "txt": " The original bytes are discarded after decoding.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[36]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 258, "edu_l1_label": "IOS"}, {"txt": "Note that decoding operations will throw exceptions if invalid data is provided!", "language": "english", "position": {"atoms": [{"position_id": 4669, "txt": "Note that decoding operations will throw exceptions if invalid data is provided!", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[37]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 127, "global_sentence_id": 259, "edu_l1_label": "IOS"}, {"txt": "A parsed Asn1Element can either be a primitive (whose tag and value can be read) or a structure (like a set or sequence) whose child nodes can be processed as desired.", "language": "english", "position": {"atoms": [{"position_id": 4671, "txt": "A parsed ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[38]"}, {"position_id": 4673, "txt": "Asn1Element", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[38]/code[1]"}, {"position_id": 4675, "txt": " can either be a primitive (whose tag and value can be read) or a structure (like a set or sequence) whose child nodes can be processed as desired.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[38]/code[1]"}]}, "tags": [], "label": "content", "web_segment_id": 128, "global_sentence_id": 260, "edu_l1_label": "IOS"}, {"txt": " Subclasses of Asn1Element reflect this:", "language": "english", "position": {"atoms": [{"position_id": 4676, "txt": " Subclasses of ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[38]/code[1]"}, {"position_id": 4678, "txt": "Asn1Element", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[38]/code[2]"}, {"position_id": 4680, "txt": " reflect this:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[38]/code[2]"}]}, 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encoding and decoding functions come in two safe (i.e. non-throwing) variants:", "language": "english", "position": {"atoms": [{"position_id": 4817, "txt": "Both encoding and decoding functions come in two ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[44]"}, {"position_id": 4819, "txt": "safe", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[44]/em"}, {"position_id": 4821, "txt": " (i.e. non-throwing) variants:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[44]/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 151, "global_sentence_id": 290, "edu_l1_label": "IOS"}, {"txt": "…", "language": "english", "position": {"atoms": [{"position_id": 4823, "txt": "…", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[7]/li[1]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 152, "global_sentence_id": 291, "edu_l1_label": "IOS"}, {"txt": "Safe() which returns a KmmResult", "language": "english", "position": {"atoms": [{"position_id": 4824, "txt": "Safe()", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[7]/li[1]/code"}, {"position_id": 4826, "txt": " which returns a ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[7]/li[1]/code"}, {"position_id": 4828, "txt": "KmmResult", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[7]/li[1]/a"}]}, "tags": ["li"], "label": "content", "web_segment_id": 152, "global_sentence_id": 292, "edu_l1_label": "IOS"}, {"txt": "…", "language": "english", "position": {"atoms": [{"position_id": 4830, "txt": "…", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[7]/li[2]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 153, "global_sentence_id": 293, "edu_l1_label": "IOS"}, {"txt": "orNull() which returns null on error", "language": "english", "position": {"atoms": [{"position_id": 4831, "txt": "orNull()", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[7]/li[2]/code"}, {"position_id": 4833, "txt": " which returns null on error", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[7]/li[2]/code"}]}, "tags": ["li"], "label": "content", "web_segment_id": 153, "global_sentence_id": 294, "edu_l1_label": "IOS"}, {"txt": "Similarly to encoding, a tandem of decoding functions exists for primitives:", "language": "english", "position": {"atoms": [{"position_id": 4835, "txt": "Similarly to encoding, a tandem of decoding functions exists for primitives:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 295, "edu_l1_label": "IOS"}, {"txt": "decodeToXXX to be invoked on an Asn1Primitive to decode a DER-encoded primitive into the target type", "language": "english", "position": {"atoms": [{"position_id": 4837, "txt": "decodeToXXX", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/ul[8]/li[1]/code[1]"}, {"position_id": 4839, "txt": " to be invoked on an ", "x": 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[37]/pre/span[14]"}]}, "tags": [], "label": "code", "web_segment_id": 158, "global_sentence_id": 303, "edu_l1_label": "EDU_O"}, {"txt": "Check out Asn1Decoding.kt for a full list of helper functions.", "language": "english", "position": {"atoms": [{"position_id": 4901, "txt": "Check out ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[47]"}, {"position_id": 4903, "txt": "Asn1Decoding.kt", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[47]/a"}, {"position_id": 4905, "txt": " for a full list of helper functions.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[47]/a"}]}, "tags": [], "label": "content", "web_segment_id": 160, "global_sentence_id": 304, "edu_l1_label": "IOS"}, {"txt": "ASN1 DSL for Creating ASN.1 Structures", "language": "english", "position": {"atoms": [{"position_id": 4907, "txt": "ASN1 DSL for Creating ASN.1 Structures", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[38]/h4"}]}, "tags": ["h4"], "label": "content", "web_segment_id": 161, "global_sentence_id": 305, "edu_l1_label": "IOS"}, {"txt": "While it is perfectly possible to manually construct a hierarchy of Asn1Element objects, we provide a more convenient DSL, which returns an Asn1Structure:", "language": "english", "position": {"atoms": [{"position_id": 4909, "txt": "While it is perfectly possible to manually construct a hierarchy of ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[48]"}, {"position_id": 4911, "txt": "Asn1Element", "x": 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+Asn1.Set { +Asn1.Sequence { +Asn1.SetOf { +PrintableString(\"World\") +PrintableString(\"Hello\") } +Asn1.Set { +PrintableString(\"World\") +PrintableString(\"Hello\") +Utf8String(\"!!!\") } } } +Asn1.Null() +ObjectIdentifier(\"1.2.603.624.97\") +(Utf8String(\"Foo\") withImplicitTag (0xCAFEuL withClass TagClass.PRIVATE)) +PrintableString(\"Bar\") //fake Primitive+(Asn1.Sequence { +Asn1.Int(42) } withImplicitTag (0x5EUL without CONSTRUCTED)) +Asn1.Set { +Asn1.Int(3) +Asn1.Int(-65789876543L) +Asn1.Bool(false) +Asn1.Bool(true) } +Asn1.Sequence { +Asn1.Null() +Asn1String.Numeric(\"12345\") +UtcTime(Clock.System.now()) }} withImplicitTag (1337uL withClass TagClass.APPLICATION)", "language": "english", "position": {"atoms": [{"position_id": 4919, "txt": "Asn1", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[39]/pre/span[1]"}, {"position_id": 4921, "txt": ".", "x": 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"/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[50]/a[1]"}, {"position_id": 5350, "txt": "CONTRIBUTING.md", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[50]/a[2]"}, {"position_id": 5352, "txt": ").", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[50]/a[2]"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 325, "edu_l1_label": "EDU_O"}, {"txt": "<table <table position_id=\"2433\"><thead position_id=\"2434\"><tr position_id=\"2435\"><th align=\"center\" position_id=\"2436\"><a rel=\"noopener noreferrer\" href=\"/a-sit-plus/signum/blob/main/docs/docs/assets/eu.svg\" target=\"_blank\" position_id=\"2437\"><img style=\"max-width: 100%;\" alt=\"eu.svg\" src=\"/a-sit-plus/signum/raw/main/docs/docs/assets/eu.svg\" position_id=\"2438\"/></a> <br position_id=\"2439\"/> Co‑Funded by the<br position_id=\"2440\"/>European Union</th><th align=\"left\" position_id=\"2441\">This project has received funding from the European Union’s <a href=\"https://digital-strategy.ec.europa.eu/en/activities/digital-programme\" rel=\"nofollow\" position_id=\"2442\">Digital Europe Programme (DIGITAL)</a>, Project 101102655 — POTENTIAL.</th></tr></thead></table>", "language": "english", "position": {"atoms": [{"position_id": 2433, "txt": "<table <table position_id=\"2433\"><thead position_id=\"2434\"><tr position_id=\"2435\"><th align=\"center\" position_id=\"2436\"><a rel=\"noopener noreferrer\" href=\"/a-sit-plus/signum/blob/main/docs/docs/assets/eu.svg\" target=\"_blank\" position_id=\"2437\"><img style=\"max-width: 100%;\" alt=\"eu.svg\" src=\"/a-sit-plus/signum/raw/main/docs/docs/assets/eu.svg\" position_id=\"2438\"/></a> <br position_id=\"2439\"/> Co‑Funded by the<br position_id=\"2440\"/>European Union</th><th align=\"left\" position_id=\"2441\">This project has received funding from the European Union’s <a href=\"https://digital-strategy.ec.europa.eu/en/activities/digital-programme\" rel=\"nofollow\" position_id=\"2442\">Digital Europe Programme (DIGITAL)</a>, Project 101102655 — POTENTIAL.</th></tr></thead></table>", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/markdown-accessiblity-table[3]/table"}]}, "tags": ["table"], "label": "O", "web_segment_id": 31, "global_sentence_id": 326, "edu_l1_label": "EDU_O"}, {"txt": "The Apache License does not apply to the logos, (including the A-SIT logo) and the project/module name(s), as these are the sole property of A-SIT/A-SIT Plus GmbH and may not be used in derivative works without explicit permission!", "language": "english", "position": {"atoms": [{"position_id": 5354, "txt": "The Apache License does not apply to the logos, (including the A-SIT logo) and the project/module name(s), as these are the sole property of A-SIT/A-SIT Plus GmbH and may not be used in derivative works without explicit permission!", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[51]"}]}, "tags": [], "label": "O", "web_segment_id": 175, "global_sentence_id": 327, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# GitHub asitplus/signum: Kotlin Multiplatform Crypto/PKI/ASN.1 Library with Attestation and Hardware ## Using it in your Projects ## Rationale ## Supreme Demo Reel ### Signature Creation #### Platform Signers #### Key Attestation ### Signature Verification #### Platform Verifiers ## Symmetric Encryption ### Baseline Usage ### Custom AES-CBC-HMAC ## ASN.1 Demo Reel ### Certificate Parsing ### Creating a CSR ### Working with Generic ASN.1 Structures #### Decoding Values #### ASN1 DSL for Creating ASN.1 Structures ## Limitations ## Contributing
e9e63132-a3f2-4042-bb02-7746ca139b48
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https://mp.weixin.qq.com/s?__biz=Mzk0ODMyODYzOA==&mid=2247492860&idx=1&sn=07fb4caae07fe69a0ef2bb46fcc22a0b&scene=0
{"entry_id": "e9e63132-a3f2-4042-bb02-7746ca139b48", "infos": [{"txt": "王兆胜：", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "王兆胜：", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "困惑与迷失——论当前中国散文的文化选择（上）", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "困惑与迷失——论当前中国散文的文化选择（上）", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": " 王兆胜：", "language": "chinese", "position": {"atoms": [{"position_id": 609, "txt": "\n \n王兆胜：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "困惑与迷失——论当前中国散文的文化选择（上） ", "language": "chinese", "position": {"atoms": [{"position_id": 610, "txt": "困惑与迷失——论当前中国散文的文化选择（上）\n ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 3, "edu_l1_label": "BOT"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2y57yI1qv3GL44XOXa1hMVXg.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 54, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2y57yI1qv3GL44XOXa1hMVXg.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 39, "global_sentence_id": 4, "edu_l1_label": "EDU_O"}, {"txt": "二十世纪九十年代以来，中国散文一改过去的“边缘化”状态，渐渐走上文学的前台，成为与小说、诗歌、戏剧一样重要的文体，甚而已成为文坛的“中心”和“主角”。", "language": "chinese", "position": {"atoms": [{"position_id": 612, "txt": "二十世纪九十年代以来，中国散文一改过去的“边缘化”状态，渐渐走上文学的前台，成为与小说、诗歌、戏剧一样重要的文体，甚而已成为文坛的“中心”和“主角”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[1]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 5, "edu_l1_label": "BOS"}, {"txt": "这一现象最为直接的表征是散文作家作品雨后春笋般的涌现出来：", "language": "chinese", "position": {"atoms": [{"position_id": 613, "txt": "这一现象最为直接的表征是散文作家作品雨后春笋般的涌现出来：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[1]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "那些一向从事散文创作的散文家姑且不论；", "language": "chinese", "position": {"atoms": [{"position_id": 614, "txt": "那些一向从事散文创作的散文家姑且不论；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[1]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "也不说很多散文新秀不断加盟；", "language": "chinese", "position": {"atoms": [{"position_id": 615, "txt": "也不说很多散文新秀不断加盟；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[1]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "就连许多小说家、诗人和学者也都纷纷从事散文创作，并成为散文界的一支生力军。", "language": "chinese", "position": {"atoms": [{"position_id": 616, "txt": "就连许多小说家、诗人和学者也都纷纷从事散文创作，并成为散文界的一支生力军。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[1]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "散文创作取得今日举世瞩目的辉煌成就恐怕是不争的事实，评论家对它大唱赞歌也不无道理，但遗憾的是却少有人对其存在的问题进行反思，即使有一些批评意见也多是点滴式、表面化，甚至是偏执的，当然往往也不得要领。", "language": "chinese", "position": {"atoms": [{"position_id": 618, "txt": "散文创作取得今日举世瞩目的辉煌成就恐怕是不争的事实，评论家对它大唱赞歌也不无道理，但遗憾的是却少有人对其存在的问题进行反思，即使有一些批评意见也多是点滴式、表面化，甚至是偏执的，当然往往也不得要领。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[1]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "在散文繁荣的背后，在散文家不断探索求新的艰辛行进中，到底有哪些难以逾越的局限，尤其在文化的选择上，散文作家存有哪些价值困惑与迷失呢？", "language": "chinese", "position": {"atoms": [{"position_id": 619, "txt": "在散文繁荣的背后，在散文家不断探索求新的艰辛行进中，到底有哪些难以逾越的局限，尤其在文化的选择上，散文作家存有哪些价值困惑与迷失呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[1]/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "1", "language": "chinese", "position": {"atoms": [{"position_id": 621, "txt": "1", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[2]/section[1]/section/section/section/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 42, "global_sentence_id": 12, "edu_l1_label": "BOS"}, {"txt": "知识崇拜与思想缺失", "language": "chinese", "position": {"atoms": [{"position_id": 623, "txt": "知识崇拜与思想缺失", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[2]/section[2]/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 43, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3qfeO613adxVDc22P1DNgCB.gif", "language": "chinese", "position": {"atoms": [{"position_id": 92, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3qfeO613adxVDc22P1DNgCB.gif", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[2]/section[3]/section[1]/section/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 44, "global_sentence_id": 14, "edu_l1_label": "EDU_O"}, {"txt": "新时期中国散文是建立在文化荒芜的基地上的，那时百废待兴，一切都必须从无到有，甚至从零开始，所以人们对“文革”后较长一段时间的散文创作要求不高。", "language": "chinese", "position": {"atoms": [{"position_id": 625, "txt": "新时期中国散文是建立在文化荒芜的基地上的，那时百废待兴，一切都必须从无到有，甚至从零开始，所以人们对“文革”后较长一段时间的散文创作要求不高。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "但到了八十年代中后期，尤其是进入九十年代，散文文体变革和作家学者化的呼声越来越高，这是对的，也是非常必要的，因为从根本的意义上说，没有创新也就没有散文的健康发展；", "language": "chinese", "position": {"atoms": [{"position_id": 626, "txt": "但到了八十年代中后期，尤其是进入九十年代，散文文体变革和作家学者化的呼声越来越高，这是对的，也是非常必要的，因为从根本的意义上说，没有创新也就没有散文的健康发展；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "没有博学的散文家也就不可能产生富有文化底蕴和真正优秀的佳作。", "language": "chinese", "position": {"atoms": [{"position_id": 627, "txt": "没有博学的散文家也就不可能产生富有文化底蕴和真正优秀的佳作。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "也是在这个前提下，散文家开始强化了创新的自觉性和力度，也逐渐加大了散文作品的知识含量，文化散文和学者散文的勃兴也就顺理成章了。", "language": "chinese", "position": {"atoms": [{"position_id": 628, "txt": "也是在这个前提下，散文家开始强化了创新的自觉性和力度，也逐渐加大了散文作品的知识含量，文化散文和学者散文的勃兴也就顺理成章了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "在散文中知识稀薄固然不可，但过于重视知识甚至将它神化也是不可取的。", "language": "chinese", "position": {"atoms": [{"position_id": 630, "txt": "在散文中知识稀薄固然不可，但过于重视知识甚至将它神化也是不可取的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "翻开今天的散文，知识成为许多散文家争相追求的内容，甚至成为具有目的性的东西，好像散文中知识越丰富越表明作家有学问，于是散文的成就也就越高。", "language": "chinese", "position": {"atoms": [{"position_id": 631, "txt": "翻开今天的散文，知识成为许多散文家争相追求的内容，甚至成为具有目的性的东西，好像散文中知识越丰富越表明作家有学问，于是散文的成就也就越高。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "余秋雨是较早将大量“知识”灌注进作品的新时期的散文家，如果说在《文化苦旅》中知识运用还是适当的，《山居笔记》和《行者无疆》则过于依靠知识了，表现出明显的知识崇拜意味。", "language": "chinese", "position": {"atoms": [{"position_id": 632, "txt": "余秋雨是较早将大量“知识”灌注进作品的新时期的散文家，如果说在《文化苦旅》中知识运用还是适当的，《山居笔记》和《行者无疆》则过于依靠知识了，表现出明显的知识崇拜意味。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "这也是为什么近年来余秋雨散文有些拉杂和空洞的原因之一。", "language": "chinese", "position": {"atoms": [{"position_id": 633, "txt": "这也是为什么近年来余秋雨散文有些拉杂和空洞的原因之一。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "总体而言，余秋雨散文之所以有不可忽略的价值意义，很重要的原因在于：", "language": "chinese", "position": {"atoms": [{"position_id": 635, "txt": "总体而言，余秋雨散文之所以有不可忽略的价值意义，很重要的原因在于：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "在大量的知识背后有文化思想和艺术感悟做支撑。", "language": "chinese", "position": {"atoms": [{"position_id": 636, "txt": "在大量的知识背后有文化思想和艺术感悟做支撑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "有人简单地否定余秋雨散文的价值，并将之视为不值一观，这是相当偏激也是缺乏历史感的，我认为，余秋雨散文至少具有三个方面的意义：", "language": "chinese", "position": {"atoms": [{"position_id": 637, "txt": "有人简单地否定余秋雨散文的价值，并将之视为不值一观，这是相当偏激也是缺乏历史感的，我认为，余秋雨散文至少具有三个方面的意义：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "一是在散文中融入了丰富知识；", "language": "chinese", "position": {"atoms": [{"position_id": 638, "txt": "一是在散文中融入了丰富知识；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "二是散文强烈的文化意识；", "language": "chinese", "position": {"atoms": [{"position_id": 639, "txt": "二是散文强烈的文化意识；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "三是真正冲破了散文文体的“狭小”格局和模式，而将之赋予了大气磅礴的气象。", "language": "chinese", "position": {"atoms": [{"position_id": 640, "txt": "三是真正冲破了散文文体的“狭小”格局和模式，而将之赋予了大气磅礴的气象。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "余秋雨就如同一阵春风给新时期中国散文带来了新的气息和活力，但与此同时，一种模仿余秋雨文化散文的风气也渐渐形成，到今天已成一派燎原之势。", "language": "chinese", "position": {"atoms": [{"position_id": 642, "txt": "余秋雨就如同一阵春风给新时期中国散文带来了新的气息和活力，但与此同时，一种模仿余秋雨文化散文的风气也渐渐形成，到今天已成一派燎原之势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "关于这一点，其积极方面固然不可忽视，但消极影响更应该引起重视。", "language": "chinese", "position": {"atoms": [{"position_id": 643, "txt": "关于这一点，其积极方面固然不可忽视，但消极影响更应该引起重视。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "就后一方面言，余秋雨散文对知识的崇拜是要负一定责任的，而作为模仿者不能取其精华和去其不足却也是更重要的原因。", "language": "chinese", "position": {"atoms": [{"position_id": 644, "txt": "就后一方面言，余秋雨散文对知识的崇拜是要负一定责任的，而作为模仿者不能取其精华和去其不足却也是更重要的原因。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[3]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2RftlU3s6eJe30yFac2DIxHU.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 124, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2RftlU3s6eJe30yFac2DIxHU.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[4]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 50, "global_sentence_id": 32, "edu_l1_label": "EDU_O"}, {"txt": "王英琦，女，1954年生，安徽寿县人，一级作家", "language": "chinese", "position": {"atoms": [{"position_id": 646, "txt": "王英琦，女，1954年生，安徽寿县人，一级作家", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[5]/p/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 51, "global_sentence_id": 33, "edu_l1_label": "EDU_O"}, {"txt": "王英琦近年的散文明显增强了知识和文化含量，这使她的散文克服了原来较为单薄的局限，显示出作家难得的好学向上和探索精神，也表现出作家在视野、格局与气象上的开拓，较有代表性的是《愿环球无恙》等作品。", "language": "chinese", "position": {"atoms": [{"position_id": 648, "txt": "王英琦近年的散文明显增强了知识和文化含量，这使她的散文克服了原来较为单薄的局限，显示出作家难得的好学向上和探索精神，也表现出作家在视野、格局与气象上的开拓，较有代表性的是《愿环球无恙》等作品。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[6]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "但也应该看到，王英琦在“获得”的同时也有“丧失”，这就是自觉不自觉地陷入“知识”的泥潭不能自拔。", "language": "chinese", "position": {"atoms": [{"position_id": 649, "txt": "但也应该看到，王英琦在“获得”的同时也有“丧失”，这就是自觉不自觉地陷入“知识”的泥潭不能自拔。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[6]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "在时下被抬得很高的那本《背负自己的十字架》一书中，我们可以看到作家探索的步履，其中也有不少独特新颖的见解，但其中对“知识”的崇拜却达到了惊人的程度。", "language": "chinese", "position": {"atoms": [{"position_id": 651, "txt": "在时下被抬得很高的那本《背负自己的十字架》一书中，我们可以看到作家探索的步履，其中也有不少独特新颖的见解，但其中对“知识”的崇拜却达到了惊人的程度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[6]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "在这本散文集中，作家一会儿谈康德，一会儿说尼采，一会儿讲马太效应，一会儿释大数定律，一会儿论太极真缘，一会儿提《周易》、《老子》、《黄帝内经》……", "language": "chinese", "position": {"atoms": [{"position_id": 652, "txt": "在这本散文集中，作家一会儿谈康德，一会儿说尼采，一会儿讲马太效应，一会儿释大数定律，一会儿论太极真缘，一会儿提《周易》、《老子》、《黄帝内经》……", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[6]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "于是，关于宗教、科学、艺术、武术等成为作家纵横驰骋的疆场，于是“知识”在王英琦这里真正地爆炸开来。", "language": "chinese", "position": {"atoms": [{"position_id": 653, "txt": "于是，关于宗教、科学、艺术、武术等成为作家纵横驰骋的疆场，于是“知识”在王英琦这里真正地爆炸开来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[6]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "就一般的意义上说，一个散文作家能给读者以知识，这是有益的，问题是如果过于倚重知识，或者不能驾驭知识，而是受制于知识或被知识淹没，则是危险也是可怕的。", "language": "chinese", "position": {"atoms": [{"position_id": 654, "txt": "就一般的意义上说，一个散文作家能给读者以知识，这是有益的，问题是如果过于倚重知识，或者不能驾驭知识，而是受制于知识或被知识淹没，则是危险也是可怕的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[6]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/27RtHx3rJmV12AsRG91b1hzn.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 144, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/27RtHx3rJmV12AsRG91b1hzn.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[7]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 54, "global_sentence_id": 40, "edu_l1_label": "EDU_O"}, {"txt": "背负自己的十字架，东方出版中心1996年版", "language": "chinese", "position": {"atoms": [{"position_id": 656, "txt": "背负自己的十字架，东方出版中心1996年版", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[8]/p/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 55, "global_sentence_id": 41, "edu_l1_label": "EDU_O"}, {"txt": "更何况，在散文中，知识是一些材料，它必须被思想和智慧点燃，才会获得个性及其生命。", "language": "chinese", "position": {"atoms": [{"position_id": 658, "txt": "更何况，在散文中，知识是一些材料，它必须被思想和智慧点燃，才会获得个性及其生命。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "最为重要的是，任何人的知识都是有限的，一旦崇拜知识，越过了自己研究的疆界，那是极容易将“常识”当“新知”而津津乐道的，有时还会出现难以避免的知识硬伤。", "language": "chinese", "position": {"atoms": [{"position_id": 659, "txt": "最为重要的是，任何人的知识都是有限的，一旦崇拜知识，越过了自己研究的疆界，那是极容易将“常识”当“新知”而津津乐道的，有时还会出现难以避免的知识硬伤。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "这也是余秋雨散文常遭批评的一个原因。", "language": "chinese", "position": {"atoms": [{"position_id": 660, "txt": "这也是余秋雨散文常遭批评的一个原因。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "在这方面，王英琦散文的问题也不少。", "language": "chinese", "position": {"atoms": [{"position_id": 662, "txt": "在这方面，王英琦散文的问题也不少。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "比如，任何知识、概念、命题都是有前提和语境的，也是有其历史感的，如果脱离了这些而一般化地谈论都是靠不住的。", "language": "chinese", "position": {"atoms": [{"position_id": 663, "txt": "比如，任何知识、概念、命题都是有前提和语境的，也是有其历史感的，如果脱离了这些而一般化地谈论都是靠不住的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "不要说作为“外行”的作家王英琦，就是专门研究某一领域如康德的专家，他在谈论康德时也要慎之又慎，不可简单随意。", "language": "chinese", "position": {"atoms": [{"position_id": 664, "txt": "不要说作为“外行”的作家王英琦，就是专门研究某一领域如康德的专家，他在谈论康德时也要慎之又慎，不可简单随意。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "我认为，王英琦在运用“知觉”、“自我”、“经验”、“超验”、“天道”、“实证”、“实用主义”、“缺席”、“虚拟”等概念时都应考虑其产生的语境和复杂意蕴，而不能进行简单化和随意性的理解。", "language": "chinese", "position": {"atoms": [{"position_id": 665, "txt": "我认为，王英琦在运用“知觉”、“自我”、“经验”、“超验”、“天道”、“实证”、“实用主义”、“缺席”、“虚拟”等概念时都应考虑其产生的语境和复杂意蕴，而不能进行简单化和随意性的理解。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "否则就容易给人莫名其妙的感觉。", "language": "chinese", "position": {"atoms": [{"position_id": 666, "txt": "否则就容易给人莫名其妙的感觉。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "如在《疼痛与抚摸》一文中，王英琦有这样的话：", "language": "chinese", "position": {"atoms": [{"position_id": 667, "txt": "如在《疼痛与抚摸》一文中，王英琦有这样的话：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[9]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "人的身份感，我理解有两个层面。", "language": "chinese", "position": {"atoms": [{"position_id": 669, "txt": "人的身份感，我理解有两个层面。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[10]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "一是人之为人的自然特性：", "language": "chinese", "position": {"atoms": [{"position_id": 670, "txt": "一是人之为人的自然特性：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[10]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "主要包括构成人性的两大要素，生物性和精神性。", "language": "chinese", "position": {"atoms": [{"position_id": 671, "txt": "主要包括构成人性的两大要素，生物性和精神性。", "x": 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"x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[10]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "此角色和身份一旦失去或缺席，人就失去了与社会世界的联系纽带。", "language": "chinese", "position": {"atoms": [{"position_id": 675, "txt": "此角色和身份一旦失去或缺席，人就失去了与社会世界的联系纽带。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[10]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "且不论这一番议论有无新意与价值，只是其中的别扭和混乱就值得作家好好反思。", "language": "chinese", "position": {"atoms": [{"position_id": 677, "txt": "且不论这一番议论有无新意与价值，只是其中的别扭和混乱就值得作家好好反思。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "作家认为“人的自然特性”是指“人的生物性和精神性”这两个方面，让人百思不得其解，这是从何谈起？", "language": "chinese", "position": {"atoms": [{"position_id": 678, "txt": "作家认为“人的自然特性”是指“人的生物性和精神性”这两个方面，让人百思不得其解，这是从何谈起？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "人的“自然特性”除了“生物性”，难道还包括“精神性”？", "language": "chinese", "position": {"atoms": [{"position_id": 679, "txt": "人的“自然特性”除了“生物性”，难道还包括“精神性”？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "如此缺乏基本常识的随意理解和阐释，在散文作家中恐怕并非特例吧？", "language": "chinese", "position": {"atoms": [{"position_id": 680, "txt": "如此缺乏基本常识的随意理解和阐释，在散文作家中恐怕并非特例吧？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "孔子说：", "language": "chinese", "position": {"atoms": [{"position_id": 681, "txt": "孔子说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "知之为知之，不知为不知，是知也。", "language": "chinese", "position": {"atoms": [{"position_id": 682, "txt": "知之为知之，不知为不知，是知也。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "作为人类灵魂的代言人，一个散文作家也应持言慎重，不可想怎样说就怎样说，那是有害无益的。", "language": "chinese", "position": {"atoms": [{"position_id": 684, "txt": "作为人类灵魂的代言人，一个散文作家也应持言慎重，不可想怎样说就怎样说，那是有害无益的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "而对待外国的知识尤其应该如此！", "language": "chinese", "position": {"atoms": [{"position_id": 685, "txt": "而对待外国的知识尤其应该如此！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "试想，不少外国著作的中译本质量不高，这些译者往往是懂专业的外语不好；", "language": "chinese", "position": {"atoms": [{"position_id": 686, "txt": "试想，不少外国著作的中译本质量不高，这些译者往往是懂专业的外语不好；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "懂外语的专业知识又不足，于是许多译本与原作相去较远，弄出不少隔膜。", "language": "chinese", "position": {"atoms": [{"position_id": 687, "txt": "懂外语的专业知识又不足，于是许多译本与原作相去较远，弄出不少隔膜。", "x": 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[{"position_id": 690, "txt": "而作家又依据自己的理解将这些东西非常随意地写进作品，传递给一般读者，其后果不堪设想！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "以《高山下的花环》享誉文坛的李存葆，近年全力进行散文创作，他的许多大文化散文具有丰富的知识性和文化感，从而带来了散文的丰富饱满和阳刚大气，但其中对知识的依赖与崇拜也是非常明显的。", "language": "chinese", "position": {"atoms": [{"position_id": 692, "txt": "以《高山下的花环》享誉文坛的李存葆，近年全力进行散文创作，他的许多大文化散文具有丰富的知识性和文化感，从而带来了散文的丰富饱满和阳刚大气，但其中对知识的依赖与崇拜也是非常明显的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "一篇散文固然不能以长短论，但如果将散文越写越长，动辄数万字，那也是一个值得思考的问题，尤其当作品中没有远见卓识和较高的文化境界时，丰富的知识也就容易成为缺乏生命和创造性的材料堆积了。", "language": "chinese", "position": {"atoms": [{"position_id": 693, "txt": "一篇散文固然不能以长短论，但如果将散文越写越长，动辄数万字，那也是一个值得思考的问题，尤其当作品中没有远见卓识和较高的文化境界时，丰富的知识也就容易成为缺乏生命和创造性的材料堆积了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "像李存葆的《祖槐》是一个很有价值的题目，山西洪洞的成因、演变、地域特点、历史传统、文化特质以及现代意义都有许多话可说，也可以从中生发出令人回味无穷的启示。", "language": "chinese", "position": {"atoms": [{"position_id": 695, "txt": "像李存葆的《祖槐》是一个很有价值的题目，山西洪洞的成因、演变、地域特点、历史传统、文化特质以及现代意义都有许多话可说，也可以从中生发出令人回味无穷的启示。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[9]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "但作者在驾驭这一题目时却过于沉溺在知识的考证和引述上，思想的穿透力和智慧的光芒比较不够，给人一种小马拉大车力不从心的感觉，其思想文化观念不外乎“故乡情”和“环境保护”等非常公众化的问题。", "language": "chinese", "position": {"atoms": [{"position_id": 696, "txt": "但作者在驾驭这一题目时却过于沉溺在知识的考证和引述上，思想的穿透力和智慧的光芒比较不够，给人一种小马拉大车力不从心的感觉，其思想文化观念不外乎“故乡情”和“环境保护”等非常公众化的问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[9]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "从作者的角度来说，此文他是下了大力气，可以说费尽心力以至于呕心沥血；", "language": "chinese", "position": {"atoms": [{"position_id": 697, "txt": "从作者的角度来说，此文他是下了大力气，可以说费尽心力以至于呕心沥血；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[9]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "但从作品的水平来说却并不高，因为它对知识过于崇拜而思想的力度却不够。", "language": "chinese", "position": {"atoms": [{"position_id": 698, "txt": "但从作品的水平来说却并不高，因为它对知识过于崇拜而思想的力度却不够。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[9]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "还有刘长春的文化散文创作，他那本《墨海笔记》是专门写中国书法绘画艺术的，角度新颖，视野开阔，其中也有一些很有价值的思考，如果能够进行深入的思想文化发掘，肯定是非常有意义的。", "language": "chinese", "position": {"atoms": [{"position_id": 700, "txt": "还有刘长春的文化散文创作，他那本《墨海笔记》是专门写中国书法绘画艺术的，角度新颖，视野开阔，其中也有一些很有价值的思考，如果能够进行深入的思想文化发掘，肯定是非常有意义的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "但由于作者更多致力于展示书法知识和感情的抒发，思想文化的穿透力不足，因此作品的分量就减轻了。", "language": "chinese", "position": {"atoms": [{"position_id": 701, "txt": "但由于作者更多致力于展示书法知识和感情的抒发，思想文化的穿透力不足，因此作品的分量就减轻了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "李国文的历史文化散文如今大有铺天盖地之势，其中对历史知识驾轻就熟，一些典故人物可以信手拈来，给人以毫不费力之感。", "language": "chinese", "position": {"atoms": [{"position_id": 703, "txt": "李国文的历史文化散文如今大有铺天盖地之势，其中对历史知识驾轻就熟，一些典故人物可以信手拈来，给人以毫不费力之感。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "有时，他还能从历史和知识的缝隙里提升出一些精妙的道理，比如，在《文人美食》中，作者以古今文人像苏东坡、曹雪芹、陆文夫、汪曾祺及张贤亮之“吃”为透视点，力图发掘其中所隐含的文化精神、人生内容和文学思想。", "language": "chinese", "position": {"atoms": [{"position_id": 704, "txt": "有时，他还能从历史和知识的缝隙里提升出一些精妙的道理，比如，在《文人美食》中，作者以古今文人像苏东坡、曹雪芹、陆文夫、汪曾祺及张贤亮之“吃”为透视点，力图发掘其中所隐含的文化精神、人生内容和文学思想。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "最后得出一个结论说：", "language": "chinese", "position": {"atoms": [{"position_id": 705, "txt": "最后得出一个结论说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "“我总坚信这一点，为美文者，要善美食。”", "language": "chinese", "position": {"atoms": [{"position_id": 706, "txt": "“我总坚信这一点，为美文者，要善美食。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "这是全文的神髓，起到了画龙点睛的作用。", "language": "chinese", "position": {"atoms": [{"position_id": 707, "txt": "这是全文的神髓，起到了画龙点睛的作用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "不过，归根结蒂，李国文不少历史文化散文依仗的主要还是历史知识或者说故事，这是他叙事的基本，他是借历史知识和故事展开叙述的，如果从文本中将这些东西抽离出去，李国文本人的东西并不多。", "language": "chinese", "position": {"atoms": [{"position_id": 709, "txt": "不过，归根结蒂，李国文不少历史文化散文依仗的主要还是历史知识或者说故事，这是他叙事的基本，他是借历史知识和故事展开叙述的，如果从文本中将这些东西抽离出去，李国文本人的东西并不多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[15]/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "所以说，李国文有些文化散文仍摆脱不了“知识”和“故事”的圈套。", "language": "chinese", "position": {"atoms": [{"position_id": 710, "txt": "所以说，李国文有些文化散文仍摆脱不了“知识”和“故事”的圈套。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[15]/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "如果有“画龙点睛”之笔，那么全文顿时生色，否则也难逃材料堆积之弊。", "language": "chinese", "position": {"atoms": [{"position_id": 711, "txt": "如果有“画龙点睛”之笔，那么全文顿时生色，否则也难逃材料堆积之弊。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[15]/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "知识就如同棋子一样，它必须借助于思想的头脑才能生动起来，在整个棋盘上获得生命，从而发挥创造性。", "language": "chinese", "position": {"atoms": [{"position_id": 713, "txt": "知识就如同棋子一样，它必须借助于思想的头脑才能生动起来，在整个棋盘上获得生命，从而发挥创造性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "知识也颇似木材，它只有在思想之火的点燃下方能产生光与热。", "language": "chinese", "position": {"atoms": [{"position_id": 714, "txt": "知识也颇似木材，它只有在思想之火的点燃下方能产生光与热。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "然而，当前的许多中国散文家或对此理解不够，或缺乏思想的穿透力，所以，他们往往费尽心思地旁引博证，却难以有深刻的思想风骨。", "language": "chinese", "position": {"atoms": [{"position_id": 715, "txt": "然而，当前的许多中国散文家或对此理解不够，或缺乏思想的穿透力，所以，他们往往费尽心思地旁引博证，却难以有深刻的思想风骨。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "这样的散文当然难有长久的生命力。", "language": "chinese", "position": {"atoms": [{"position_id": 716, "txt": "这样的散文当然难有长久的生命力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "还有，知识的过于堆积和充塞，使得文化散文密不透风，缺乏灵动与活力。", "language": "chinese", "position": {"atoms": [{"position_id": 717, "txt": "还有，知识的过于堆积和充塞，使得文化散文密不透风，缺乏灵动与活力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "也就是说，被知识充斥的文化散文必然“多实塞而少空灵”，必然使作品失了较强的文学性和艺术性。", "language": "chinese", "position": {"atoms": [{"position_id": 718, "txt": "也就是说，被知识充斥的文化散文必然“多实塞而少空灵”，必然使作品失了较强的文学性和艺术性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[11]/p[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "2", "language": "chinese", "position": {"atoms": [{"position_id": 720, "txt": "2", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[12]/section[1]/section/section/section/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 67, "global_sentence_id": 93, "edu_l1_label": "BOS"}, {"txt": "思想之累与心灵之蔽", "language": "chinese", "position": {"atoms": [{"position_id": 722, "txt": "思想之累与心灵之蔽", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[12]/section[2]/section/p/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 68, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3qfeO613adxVDc22P1DNgCB.gif", "language": "chinese", "position": {"atoms": [{"position_id": 231, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3qfeO613adxVDc22P1DNgCB.gif", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[12]/section[3]/section[1]/section/section/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 69, "global_sentence_id": 95, "edu_l1_label": "EDU_O"}, {"txt": "我们反对知识崇拜，倡导深刻的思想。", "language": "chinese", "position": {"atoms": [{"position_id": 724, "txt": "我们反对知识崇拜，倡导深刻的思想。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "其实，这仅仅是问题的一个方面，对于思想来说，它也是有前提的。", "language": "chinese", "position": {"atoms": [{"position_id": 725, "txt": "其实，这仅仅是问题的一个方面，对于思想来说，它也是有前提的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "即是说，如果深刻的思想没有智慧的光芒照亮，那么这种思想也是不明晰的，作家与读者也会眩晕于思想的深刻之中。", "language": "chinese", "position": {"atoms": [{"position_id": 726, "txt": "即是说，如果深刻的思想没有智慧的光芒照亮，那么这种思想也是不明晰的，作家与读者也会眩晕于思想的深刻之中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "因为，思想不是最高的也不是目的，而明亮的智慧才是最重要的。", "language": "chinese", "position": {"atoms": [{"position_id": 727, "txt": "因为，思想不是最高的也不是目的，而明亮的智慧才是最重要的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "思想很有点像天空的乌云，它翻涌滚动、复杂纠葛，它凌驾于大地之上，似给人以深刻之感，但殊不知在乌云之上那一片自高天而来的明媚阳光才是智慧的。", "language": "chinese", "position": {"atoms": [{"position_id": 728, "txt": "思想很有点像天空的乌云，它翻涌滚动、复杂纠葛，它凌驾于大地之上，似给人以深刻之感，但殊不知在乌云之上那一片自高天而来的明媚阳光才是智慧的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "它往往不会让人深重、纠葛、缠绕，而是通透明朗。", "language": "chinese", "position": {"atoms": [{"position_id": 729, "txt": "它往往不会让人深重、纠葛、缠绕，而是通透明朗。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "这也好似打地道一样，一般人总以为洞打得越深，思想就越深刻，殊不知世界、宇宙、人生和生命的地道是无止境的，它永远也不可能被真正打通。", "language": "chinese", "position": {"atoms": [{"position_id": 730, "txt": "这也好似打地道一样，一般人总以为洞打得越深，思想就越深刻，殊不知世界、宇宙、人生和生命的地道是无止境的，它永远也不可能被真正打通。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "相反，洞越深人越容易迷失自己。", "language": "chinese", "position": {"atoms": [{"position_id": 731, "txt": "相反，洞越深人越容易迷失自己。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "许多西方学者往往过于相信概念逻辑的力量，而中国智者却认为悟性和智慧更可靠。", "language": "chinese", "position": {"atoms": [{"position_id": 733, "txt": "许多西方学者往往过于相信概念逻辑的力量，而中国智者却认为悟性和智慧更可靠。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "因此，从一个方面说思想深刻是好事，从另一方面说则未必！", "language": "chinese", "position": {"atoms": [{"position_id": 734, "txt": "因此，从一个方面说思想深刻是好事，从另一方面说则未必！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "很多人崇拜思想深刻，比如谈到鲁迅最了不起的地方有人总会赞之以“深刻”。", "language": "chinese", "position": {"atoms": [{"position_id": 735, "txt": "很多人崇拜思想深刻，比如谈到鲁迅最了不起的地方有人总会赞之以“深刻”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "而鲁迅自己如何理解深刻呢？", "language": "chinese", "position": {"atoms": [{"position_id": 736, "txt": "而鲁迅自己如何理解深刻呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "他说：", "language": "chinese", "position": {"atoms": [{"position_id": 737, "txt": "他说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "“所谓深刻者，莫非真是‘世纪末’的一种时症么？", "language": "chinese", "position": {"atoms": [{"position_id": 738, "txt": "“所谓深刻者，莫非真是‘世纪末’的一种时症么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "倘使社会淳朴笃厚，当然不会有隐情，便不至于有深刻。”", "language": "chinese", "position": {"atoms": [{"position_id": 739, "txt": "倘使社会淳朴笃厚，当然不会有隐情，便不至于有深刻。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "看来，深刻往往是被逼出来的，鲁迅也并不将之看成为目的。", "language": "chinese", "position": {"atoms": [{"position_id": 740, "txt": "看来，深刻往往是被逼出来的，鲁迅也并不将之看成为目的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "以这样的理路来理解当前的中国散文作家，我们看到有的在追求深刻思想时又陷入了思想的包裹之中，这就像一片沼泽你越挣扎就陷得越深，也像一团乱麻越缠越紧。", "language": "chinese", "position": {"atoms": [{"position_id": 742, "txt": "以这样的理路来理解当前的中国散文作家，我们看到有的在追求深刻思想时又陷入了思想的包裹之中，这就像一片沼泽你越挣扎就陷得越深，也像一团乱麻越缠越紧。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "前面提到的王英琦就是这样，她本欲使自己的散文思想深刻，结果连她自己也被缠绕进去。", "language": "chinese", "position": {"atoms": [{"position_id": 743, "txt": "前面提到的王英琦就是这样，她本欲使自己的散文思想深刻，结果连她自己也被缠绕进去。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "这样，像以前《大师的弱点》那样的简洁和清明不见了，代之而来的是紊乱与粗率。", "language": "chinese", "position": {"atoms": [{"position_id": 744, "txt": "这样，像以前《大师的弱点》那样的简洁和清明不见了，代之而来的是紊乱与粗率。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "在《天助自助者》一文中，王英琦本想以宗教的情怀来批评“老厚”，但却说出这样的话：", "language": "chinese", "position": {"atoms": [{"position_id": 745, "txt": "在《天助自助者》一文中，王英琦本想以宗教的情怀来批评“老厚”，但却说出这样的话：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[13]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "我一腔真诚满腹希望地抛小别老、百里迢迢跑来淮北，全部动机只是为他好，对他负责。", "language": "chinese", "position": {"atoms": [{"position_id": 747, "txt": "我一腔真诚满腹希望地抛小别老、百里迢迢跑来淮北，全部动机只是为他好，对他负责。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[14]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "谁知他这个挨千刀的却对我如此“善以善报”：", "language": "chinese", "position": {"atoms": [{"position_id": 748, "txt": "谁知他这个挨千刀的却对我如此“善以善报”：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[14]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "突然把我晾在这儿，来都不来，送都不送，天理何在！", "language": "chinese", "position": {"atoms": [{"position_id": 749, "txt": "突然把我晾在这儿，来都不来，送都不送，天理何在！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[14]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "他以最卑鄙的贱蔑与谑弄方式，在我未愈的创伤上又投了致命的一镖。", "language": "chinese", "position": {"atoms": [{"position_id": 750, "txt": "他以最卑鄙的贱蔑与谑弄方式，在我未愈的创伤上又投了致命的一镖。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[14]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "这一镖，干净全部地消杀了我的“拯救欲”，彻底结束了我与他此生的孽缘。", "language": "chinese", "position": {"atoms": [{"position_id": 751, "txt": "这一镖，干净全部地消杀了我的“拯救欲”，彻底结束了我与他此生的孽缘。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[14]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "将宗教情怀融入散文创作，肯定会提升散文的思想境界的，但在这里王英琦却只有宗教之名，而无宗教之心，这不仅不会提高散文的思想高度，反而降低了，甚至包含了浓重的讽刺意味。", "language": "chinese", "position": {"atoms": [{"position_id": 753, "txt": "将宗教情怀融入散文创作，肯定会提升散文的思想境界的，但在这里王英琦却只有宗教之名，而无宗教之心，这不仅不会提高散文的思想高度，反而降低了，甚至包含了浓重的讽刺意味。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "一个富有宗教情怀的人，他至少要有一颗宽厚和仁慈之心，而王英琦在此却深怀狭隘与狠恶，并以“挨千刀的”来咀咒老厚这个她爱过的世俗男人。", "language": "chinese", "position": {"atoms": [{"position_id": 754, "txt": "一个富有宗教情怀的人，他至少要有一颗宽厚和仁慈之心，而王英琦在此却深怀狭隘与狠恶，并以“挨千刀的”来咀咒老厚这个她爱过的世俗男人。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "看到这里，我遗憾地想：", "language": "chinese", "position": {"atoms": [{"position_id": 755, "txt": "看到这里，我遗憾地想：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "王英琦以如此世俗之心先不要“拯救”他人也罢！", "language": "chinese", "position": {"atoms": [{"position_id": 756, "txt": "王英琦以如此世俗之心先不要“拯救”他人也罢！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "史铁生的散文成就很高，贡献也大，这几乎是众口一词。", "language": "chinese", "position": {"atoms": [{"position_id": 758, "txt": "史铁生的散文成就很高，贡献也大，这几乎是众口一词。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[4]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "特别是《我与地坛》一文，不论是境界的高远，还是心境的平静，抑或是生命的感悟，以及文采的飞扬，在新时期散文中都是难得的佳作。", "language": "chinese", "position": {"atoms": [{"position_id": 759, "txt": "特别是《我与地坛》一文，不论是境界的高远，还是心境的平静，抑或是生命的感悟，以及文采的飞扬，在新时期散文中都是难得的佳作。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[4]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "近年史铁生又出版了一部散文随笔集《病隙碎笔》，颇受关注和好评，有人称誉此书为“字字珠玑，充满着智慧和安详”，但我认为，这部随笔集较之以往没有多少突破，不论在思想的明晰，还是在文笔的简洁方面都是如此。", "language": "chinese", "position": {"atoms": [{"position_id": 760, "txt": "近年史铁生又出版了一部散文随笔集《病隙碎笔》，颇受关注和好评，有人称誉此书为“字字珠玑，充满着智慧和安详”，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[4]/span[1]"}, {"position_id": 762, "txt": "但我认为，这部随笔集较之以往没有多少突破，不论在思想的明晰，还是在文笔的简洁方面都是如此", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[4]/strong/span"}, {"position_id": 764, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[4]/span[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 76, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "特别是在本书中，史铁生一味追求思想的深刻，常常在一些哲思问题上反复推论缠绕。", "language": "chinese", "position": {"atoms": [{"position_id": 765, "txt": "特别是在本书中，史铁生一味追求思想的深刻，常常在一些哲思问题上反复推论缠绕。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[4]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "其实，有的问题实属常识，而有的问题又是很难得出正确的结论。", "language": "chinese", "position": {"atoms": [{"position_id": 766, "txt": "其实，有的问题实属常识，而有的问题又是很难得出正确的结论。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[4]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "比如，史铁生探讨的爱与性、命运与苦难、迷茫与挣扎、人世与天堂、生与死、忏悔与仇恨、诚实与撒谎、自卑与骄傲、残疾与健全、真实与虚假、善与恶等问题，多是没有新意的，不过是人云亦云而已。", "language": "chinese", "position": {"atoms": [{"position_id": 768, "txt": "比如，史铁生探讨的爱与性、命运与苦难、迷茫与挣扎、人世与天堂、生与死、忏悔与仇恨、诚实与撒谎、自卑与骄傲、残疾与健全、真实与虚假、善与恶等问题，多是没有新意的，不过是人云亦云而已。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "特别是在该书第五章中，史铁生围绕着生命、精神、灵魂、意义、存在、在性、神、神性、可能、不可能、实现、现实、异在、异端、第三者、简单、复杂等问题进行“形而上”的思考，其观点不仅没有新颖独到处，就是表达方式也是模棱两可，迹近文字游戏，颇让人费解。", "language": "chinese", "position": {"atoms": [{"position_id": 769, "txt": "特别是在该书第五章中，史铁生围绕着生命、精神、灵魂、意义、存在、在性、神、神性、可能、不可能、实现、现实、异在、异端、第三者、简单、复杂等问题进行“形而上”的思考，其观点不仅没有新颖独到处，就是表达方式也是模棱两可，迹近文字游戏，颇让人费解。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "如作者这样说：", "language": "chinese", "position": {"atoms": [{"position_id": 770, "txt": "如作者这样说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[15]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "生命本无意义，是“我”使生命获得意义——此言如果不错，那就是说：", "language": "chinese", "position": {"atoms": [{"position_id": 772, "txt": "生命本无意义，是“我”使生命获得意义——此言如果不错，那就是说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "“我”，和生命，并不完全是一码事。", "language": "chinese", "position": {"atoms": [{"position_id": 773, "txt": "“我”，和生命，并不完全是一码事。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "没有精神活动的生理性存活，也叫生命，比如植物人和草履虫。", "language": "chinese", "position": {"atoms": [{"position_id": 775, "txt": "没有精神活动的生理性存活，也叫生命，比如植物人和草履虫。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "所以，生命二字，可以仅指肉身了。", "language": "chinese", "position": {"atoms": [{"position_id": 776, "txt": "所以，生命二字，可以仅指肉身了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "而“我”，尤其是那个对意义提出诘问的“我”，就不只是肉身了，而正是通常所说的：", "language": "chinese", "position": {"atoms": [{"position_id": 777, "txt": "而“我”，尤其是那个对意义提出诘问的“我”，就不只是肉身了，而正是通常所说的：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "精神，或灵魂。", "language": "chinese", "position": {"atoms": [{"position_id": 778, "txt": "精神，或灵魂。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "但谁平时说话也不这么麻烦，一个“我”字便可通用——我不高兴，是指精神的我；", "language": "chinese", "position": {"atoms": [{"position_id": 779, "txt": "但谁平时说话也不这么麻烦，一个“我”字便可通用——我不高兴，是指精神的我；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "我发烧了，是指肉身的我；", "language": "chinese", "position": {"atoms": [{"position_id": 780, "txt": "我发烧了，是指肉身的我；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "我想自杀，是指精神的我要杀死肉身的我。", "language": "chinese", "position": {"atoms": [{"position_id": 781, "txt": "我想自杀，是指精神的我要杀死肉身的我。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "“我”字的通用，常使人忽视了上述不同的所指，即人之不同的所在。", "language": "chinese", "position": {"atoms": [{"position_id": 782, "txt": "“我”字的通用，常使人忽视了上述不同的所指，即人之不同的所在。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[16]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "我不知道作者是以怎样的心理写这些话的，是以一个将读者看成一无所知的启蒙者来指导，还是自己将自己探索的路径作为经验告诉读者？", "language": "chinese", "position": {"atoms": [{"position_id": 784, "txt": "我不知道作者是以怎样的心理写这些话的，是以一个将读者看成一无所知的启蒙者来指导，还是自己将自己探索的路径作为经验告诉读者？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "反正我觉得这与什么都没说或迹近呓语没有多少差别！", "language": "chinese", "position": {"atoms": [{"position_id": 785, "txt": "反正我觉得这与什么都没说或迹近呓语没有多少差别！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "当然，一些形而上的问题不是不可以探讨，但要有独到的发现，要能给人以真正的启示。", "language": "chinese", "position": {"atoms": [{"position_id": 786, "txt": "当然，一些形而上的问题不是不可以探讨，但要有独到的发现，要能给人以真正的启示。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": "同时，更要清晰明亮。", "language": "chinese", "position": {"atoms": [{"position_id": 787, "txt": "同时，更要清晰明亮。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "我想，这对于很早就写出《我与地坛》那样优秀作品，并且经历不同的人生体验的史铁生来说，并非苛求。", "language": "chinese", "position": {"atoms": [{"position_id": 788, "txt": "我想，这对于很早就写出《我与地坛》那样优秀作品，并且经历不同的人生体验的史铁生来说，并非苛求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "但史铁生没有超越世俗人烟的智慧，《病隙碎笔》即是一个证明。", "language": "chinese", "position": {"atoms": [{"position_id": 790, "txt": "但史铁生没有超越世俗人烟的智慧，《病隙碎笔》即是一个证明。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "最让我不满意的是读这本书时的“烦累”，本来是警言短句形式，当然应该让人轻松愉快，像暗夜中有明月朗照，至少有星星的余辉洒满身心，从而使人明眼慧心；", "language": "chinese", "position": {"atoms": [{"position_id": 791, "txt": "最让我不满意的是读这本书时的“烦累”，本来是警言短句形式，当然应该让人轻松愉快，像暗夜中有明月朗照，至少有星星的余辉洒满身心，从而使人明眼慧心；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": "但它却让人有读深奥的哲学著作一样的艰难。", "language": "chinese", "position": {"atoms": [{"position_id": 792, "txt": "但它却让人有读深奥的哲学著作一样的艰难。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": "如果真有哲学的超群见识也好，偏偏书中多是庸常俗见，甚至不少莫名其妙的话语。", "language": "chinese", "position": {"atoms": [{"position_id": 793, "txt": "如果真有哲学的超群见识也好，偏偏书中多是庸常俗见，甚至不少莫名其妙的话语。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": "临近书末时，我读到史铁生这样一段话：", "language": "chinese", "position": {"atoms": [{"position_id": 794, "txt": "临近书末时，我读到史铁生这样一段话：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[17]/p[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "那么，灵魂与思想的区别又是什么呢？", "language": "chinese", "position": {"atoms": [{"position_id": 796, "txt": "那么，灵魂与思想的区别又是什么呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "任何思想都是有限的，既是对着有限的事物而言，又是在有限的范围中有效。", "language": "chinese", "position": {"atoms": [{"position_id": 797, "txt": "任何思想都是有限的，既是对着有限的事物而言，又是在有限的范围中有效。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "而灵魂则指向无限的存在，既是无限的追寻，又终归于无限的神秘，还有无限的相互干涉以及无限构成的可能。", "language": "chinese", "position": {"atoms": [{"position_id": 798, "txt": "而灵魂则指向无限的存在，既是无限的追寻，又终归于无限的神秘，还有无限的相互干涉以及无限构成的可能。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "因此，思想可以依赖理想，灵魂呢，当然不能是无理性，但他超越着理性，而至感悟、祈祷和信心。", "language": "chinese", "position": {"atoms": [{"position_id": 799, "txt": "因此，思想可以依赖理想，灵魂呢，当然不能是无理性，但他超越着理性，而至感悟、祈祷和信心。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "思想说到底只是工具，它使我们“知”和“知不知”。", "language": "chinese", "position": {"atoms": [{"position_id": 800, "txt": "思想说到底只是工具，它使我们“知”和“知不知”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "灵魂则是归宿，它要求着爱和信任爱。", "language": "chinese", "position": {"atoms": [{"position_id": 802, "txt": "灵魂则是归宿，它要求着爱和信任爱。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": "思想与灵魂有其相似之处，比如无形的干涉。", "language": "chinese", "position": {"atoms": [{"position_id": 803, "txt": "思想与灵魂有其相似之处，比如无形的干涉。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "但是，当自以为是的“知”终于走向“知不知”的谦恭与敬畏之时，思想则必服从乃至化入灵魂和灵魂所要求的祈祷。", "language": "chinese", "position": {"atoms": [{"position_id": 804, "txt": "但是，当自以为是的“知”终于走向“知不知”的谦恭与敬畏之时，思想则必服从乃至化入灵魂和灵魂所要求的祈祷。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "但也有一种可能，因为理性的狂妄，而背离了整体和对爱的信任。", "language": "chinese", "position": {"atoms": [{"position_id": 805, "txt": "但也有一种可能，因为理性的狂妄，而背离了整体和对爱的信任。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "当死神必临之时，孤立的音符或段落必因陷入价值的虚无而惶惶不可终日。", "language": "chinese", "position": {"atoms": [{"position_id": 806, "txt": "当死神必临之时，孤立的音符或段落必因陷入价值的虚无而惶惶不可终日。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[18]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "不将思想作为最高的价值崇拜，推崇灵魂的归宿感，使人类葆有一颗谦恭与敬畏之心，这是我喜爱上面这段话的原因。", "language": "chinese", "position": {"atoms": [{"position_id": 808, "txt": "不将思想作为最高的价值崇拜，推崇灵魂的归宿感，使人类葆有一颗谦恭与敬畏之心，这是我喜爱上面这段话的原因。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[19]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "但表述的不简明，以至于缠绕芜杂，思想的处心积虑以至于劳心伤神，却是我不喜欢的。", "language": "chinese", "position": {"atoms": [{"position_id": 809, "txt": "但表述的不简明，以至于缠绕芜杂，思想的处心积虑以至于劳心伤神，却是我不喜欢的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[19]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "作为中国人，为什么思考问题以及心灵的表达非要用欧化的思辨方式呢，为什么不能像中国古代哲人般的简明清透呢？", "language": "chinese", "position": {"atoms": [{"position_id": 810, "txt": "作为中国人，为什么思考问题以及心灵的表达非要用欧化的思辨方式呢，为什么不能像中国古代哲人般的简明清透呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[19]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "从这里也可证明史铁生的局限：", "language": "chinese", "position": {"atoms": [{"position_id": 811, "txt": "从这里也可证明史铁生的局限：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[19]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "在意识层面已经意识到思想的不足，但却仍然不能摆脱在思想的泥淖里艰难地爬行。", "language": "chinese", "position": {"atoms": [{"position_id": 812, "txt": "在意识层面已经意识到思想的不足，但却仍然不能摆脱在思想的泥淖里艰难地爬行。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[19]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "不定期分享文史类书籍，推荐关注👆", "language": "chinese", "position": {"atoms": [{"position_id": 814, "txt": "不定期分享文史类书籍，推荐关注👆", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[20]/p/b/span"}]}, "tags": ["b"], "label": "O", "web_segment_id": 85, "global_sentence_id": 168, "edu_l1_label": "EDU_O"}, {"txt": "事实上，许多形而上的东西是很难靠思想达到的，它必须借助于悟性，中国古人的“远取诸物，近取自身”是也。", "language": "chinese", "position": {"atoms": [{"position_id": 816, "txt": "事实上，许多形而上的东西是很难靠思想达到的，它必须借助于悟性，中国古人的“远取诸物，近取自身”是也。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": "看到大海，老庄即得出结论说：", "language": "chinese", "position": {"atoms": [{"position_id": 817, "txt": "看到大海，老庄即得出结论说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "百川归海，有容乃大，盈而不满；", "language": "chinese", "position": {"atoms": [{"position_id": 818, "txt": "百川归海，有容乃大，盈而不满；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "从天地关系中，人们也得出结论说：", "language": "chinese", "position": {"atoms": [{"position_id": 819, "txt": "从天地关系中，人们也得出结论说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "天容地载。", "language": "chinese", "position": {"atoms": [{"position_id": 820, "txt": "天容地载。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "我一向不赞同如今的许多学者用西方的所谓“逻辑”、“推论”和“体系”来说明中国文化缺乏理论性和深刻性，而认为智慧远远比思想广大、深邃得多。", "language": "chinese", "position": {"atoms": [{"position_id": 821, "txt": "我一向不赞同如今的许多学者用西方的所谓“逻辑”、“推论”和“体系”来说明中国文化缺乏理论性和深刻性，而认为智慧远远比思想广大、深邃得多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "在当前的中国散文创作中，过于注重思想、概念和逻辑却又倍受其累，难以让心灵充满智慧之光，这是需要作家好好反省的。", "language": "chinese", "position": {"atoms": [{"position_id": 822, "txt": "在当前的中国散文创作中，过于注重思想、概念和逻辑却又倍受其累，难以让心灵充满智慧之光，这是需要作家好好反省的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "可喜的是，在2002年8月《文汇报》上，史铁生写出了另一篇佳作《想念地坛》，这是《我与地坛》的姐妹篇，在境界与水准上都是值得称道的。", "language": "chinese", "position": {"atoms": [{"position_id": 824, "txt": "可喜的是，在2002年8月《文汇报》上，史铁生写出了另一篇佳作《想念地坛》，这是《我与地坛》的姐妹篇，在境界与水准上都是值得称道的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "尤其可贵的是，作者已不像《病隙碎笔》那样被“思想”缠绕得痛苦无状，而是充满着宁静与安详，对人生和生命都抱着一种智慧的参悟。", "language": "chinese", "position": {"atoms": [{"position_id": 825, "txt": "尤其可贵的是，作者已不像《病隙碎笔》那样被“思想”缠绕得痛苦无状，而是充满着宁静与安详，对人生和生命都抱着一种智慧的参悟。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "这可能也是一个标志，它表征着史铁生心灵的又一次解放与超脱，对生命的智慧参透？", "language": "chinese", "position": {"atoms": [{"position_id": 826, "txt": "这可能也是一个标志，它表征着史铁生心灵的又一次解放与超脱，对生命的智慧参透？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "其实，生与死在本质上没有什么区别，它只是生命的两种形式。", "language": "chinese", "position": {"atoms": [{"position_id": 828, "txt": "其实，生与死在本质上没有什么区别，它只是生命的两种形式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "从此意义上说，生即是死，而死即为生。", "language": "chinese", "position": {"atoms": [{"position_id": 829, "txt": "从此意义上说，生即是死，而死即为生。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "林语堂曾说过这样的话：", "language": "chinese", "position": {"atoms": [{"position_id": 830, "txt": "林语堂曾说过这样的话：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[21]/p[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "“葬礼有如婚礼，只应喧哗铺张，没有理由认为非严肃不可。", "language": "chinese", "position": {"atoms": [{"position_id": 832, "txt": "“葬礼有如婚礼，只应喧哗铺张，没有理由认为非严肃不可。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[22]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": "肃穆的成分在浮夸的衣袍里已有蕴含，其余皆为形式——闹剧。", "language": "chinese", "position": {"atoms": [{"position_id": 833, "txt": "肃穆的成分在浮夸的衣袍里已有蕴含，其余皆为形式——闹剧。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[22]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": "我至今分辨不出葬礼与婚礼仪式之不同，直到我看到一口棺材或一顶花轿。”", "language": "chinese", "position": {"atoms": [{"position_id": 834, "txt": "我至今分辨不出葬礼与婚礼仪式之不同，直到我看到一口棺材或一顶花轿。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[22]/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 184, "edu_l1_label": "IOS"}, {"txt": "看来，对于死亡的恐惧及其忧伤更多的是观念式的，是缺乏人生智慧的显现的。", "language": "chinese", "position": {"atoms": [{"position_id": 836, "txt": "看来，对于死亡的恐惧及其忧伤更多的是观念式的，是缺乏人生智慧的显现的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[23]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": "最近散文家彭程写了一篇《快乐墓地》很得我心，作者并没有在思想的层面对“死亡”展开追问，而是对之进行了明透的彻悟：", "language": "chinese", "position": {"atoms": [{"position_id": 837, "txt": "最近散文家彭程写了一篇《快乐墓地》很得我心，作者并没有在思想的层面对“死亡”展开追问，而是对之进行了明透的彻悟：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[23]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "以往人们“贪生怕死”，而罗马尼亚偏乡僻村的墓地，却充满快乐、宁静与平和。", "language": "chinese", "position": {"atoms": [{"position_id": 838, "txt": "以往人们“贪生怕死”，而罗马尼亚偏乡僻村的墓地，却充满快乐、宁静与平和。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[23]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "于是，作者说：", "language": "chinese", "position": {"atoms": [{"position_id": 839, "txt": "于是，作者说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[23]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 188, "edu_l1_label": "IOS"}, {"txt": "“然而在这里，却分明显现着另一种解读。", "language": "chinese", "position": {"atoms": [{"position_id": 841, "txt": "“然而在这里，却分明显现着另一种解读。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[24]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 189, "edu_l1_label": "IOS"}, {"txt": "生与死的判然分明的鸿沟不复存在，死亡成为了生的一种转化形式。", "language": "chinese", "position": {"atoms": [{"position_id": 842, "txt": "生与死的判然分明的鸿沟不复存在，死亡成为了生的一种转化形式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[24]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 190, "edu_l1_label": "IOS"}, {"txt": "二者之间不是尖锐突兀的对立，而呈现为一种很自然的，甚至可以说是十分流畅的接续。”", "language": "chinese", "position": {"atoms": [{"position_id": 843, "txt": "二者之间不是尖锐突兀的对立，而呈现为一种很自然的，甚至可以说是十分流畅的接续。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[24]/section/section/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 191, "edu_l1_label": "IOS"}, {"txt": "“从此，他会以一种坦然超然的心境，过好他的每一天，不再担心那最后的日子。", "language": "chinese", "position": {"atoms": [{"position_id": 845, "txt": "“从此，他会以一种坦然超然的心境，过好他的每一天，不再担心那最后的日子。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[24]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "哪天它来了，很好，跟着走就是了。”", "language": "chinese", "position": {"atoms": [{"position_id": 846, "txt": "哪天它来了，很好，跟着走就是了。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[24]/section/section/p[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 193, "edu_l1_label": "IOS"}, {"txt": "这样的文字看来没有深刻的思想，但它智慧的光芒却极具穿透力，而深刻的思想即寓存其间，或者是被点燃了。", "language": "chinese", "position": {"atoms": [{"position_id": 848, "txt": "这样的文字看来没有深刻的思想，但它智慧的光芒却极具穿透力，而深刻的思想即寓存其间，或者是被点燃了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[25]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 194, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"atoms": [{"position_id": 849, "txt": "■", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[2]/section[25]/p[2]/span"}]}, "tags": [], "label": "O", "web_segment_id": 93, "global_sentence_id": 195, "edu_l1_label": "EDU_O"}, {"txt": "（刊于《当代作家评论》2003年第6期，注释从略，转载请注明出处）", "language": "chinese", "position": {"atoms": [{"position_id": 851, "txt": "（刊于《当代作家评论》2003年第6期，注释从略，转载请注明出处）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/p[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 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"x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/ul/li[6]/section/section/section/span[1]/a"}]}, "tags": ["li"], "label": "O", "web_segment_id": 103, "global_sentence_id": 218, "edu_l1_label": "EDU_O"}, {"txt": "声明：", "language": "chinese", "position": {"atoms": [{"position_id": 884, "txt": "声明", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[7]/section/p/span[1]/span"}, {"position_id": 886, "txt": "：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[7]/section/p/span[2]/span[1]"}]}, "tags": [], "label": "O", "web_segment_id": 104, "global_sentence_id": 219, "edu_l1_label": "EDU_O"}, {"txt": "所有文章，无特殊说明，均非原创，仅作学习交流之用。", "language": "chinese", "position": {"atoms": [{"position_id": 888, "txt": "所有文章，无特殊说明，均非原创，仅作学习交流之用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[7]/section/p/span[2]/span[2]/span"}]}, "tags": [], "label": "O", "web_segment_id": 104, "global_sentence_id": 220, "edu_l1_label": "EDU_O"}, {"txt": "版权归作者所有。", "language": "chinese", "position": {"atoms": [{"position_id": 890, "txt": "版权归作者所有。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[7]/section/p/span[2]/span[3]/span"}]}, "tags": [], "label": "O", "web_segment_id": 104, "global_sentence_id": 221, "edu_l1_label": "EDU_O"}, {"txt": "传承批评的勇气与激情", "language": "chinese", "position": {"atoms": [{"position_id": 892, "txt": "传承批评的勇气与激情", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[8]/section/section[1]/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 105, "global_sentence_id": 222, "edu_l1_label": "EDU_O"}, {"txt": "<img https://mmbiz.qpic.cn/mmbiz_jpg/d5iaiaHcuLfftoyT7slz0MKRxTTao7en8DpYTia14WziaxucK3RAiby8y1geY7Oc9qxPbkBvWjia1elH4ARdqnnRESFw/640?wx_fmt=jpeg&from=appmsg", "language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "<img 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"global_sentence_id": 225, "edu_l1_label": "EDU_O"}, {"txt": "锐利", "language": "chinese", "position": {"atoms": [{"position_id": 898, "txt": "锐利", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section/section[8]/section/section[3]/section[3]/section/section/section/p/span"}]}, "tags": [], "label": "O", "web_segment_id": 109, "global_sentence_id": 226, "edu_l1_label": "EDU_O"}, {"txt": " 当代文学批评 ", "language": "chinese", "position": {"atoms": [{"position_id": 900, "txt": "\n 当代文学批评 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 127, "global_sentence_id": 227, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 王兆胜：困惑与迷失——论当前中国散文的文化选择（上） ## 1知识崇拜与思想缺失 ## 2思想之累与心灵之蔽
8b09cab7-526e-414b-bccd-c91f1f72965e
web
test/raw_web_htmls/8b09cab7-526e-414b-bccd-c91f1f72965e.html
https://mp.weixin.qq.com/s?__biz=Mzg4NTczMDQxNw==&mid=2247659924&idx=3&sn=264104dedc3f531132a71666f79c3fe2&scene=0
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"position": {"atoms": [{"position_id": 350, "txt": "关注“浙商杂志”视频号", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[9]/section/section/section[3]/section/p/span/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 57, "global_sentence_id": 30, "edu_l1_label": "EDU_O"}, {"txt": "<img https://mmbiz.qpic.cn/mmbiz_jpg/EDp8OkM4iczLIiaMgwbjticJTZr1WGsK23KYriaz7c2HStVOYSAK7HJiazSeAlrEeyzFY48xeCkoH3wZrwIYtbCuWew/640?wx_fmt=other&wxfrom=5&wx_lazy=1&wx_co=1&tp=webp", "language": "chinese", "position": {"atoms": [{"position_id": 227, "txt": "<img https://mmbiz.qpic.cn/mmbiz_jpg/EDp8OkM4iczLIiaMgwbjticJTZr1WGsK23KYriaz7c2HStVOYSAK7HJiazSeAlrEeyzFY48xeCkoH3wZrwIYtbCuWew/640?wx_fmt=other&wxfrom=5&wx_lazy=1&wx_co=1&tp=webp", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/img"}]}, "tags": ["img"], "label": "O", "web_segment_id": 58, "global_sentence_id": 31, "edu_l1_label": "EDU_O"}, {"txt": "<img 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# 新刊推荐丨聚光灯下，揭开科技新浪潮的“浙商密码” ## | 总编手记：未曾离开的马云与他的新叙事 | ## | 特别策划：杭州“六小龙” | ## | 封面人物：新生力量的崛起 | ## | 浙商智库：六大商学院院长眼中的杉杉困局 |
cdfa470e-c5a1-41c1-b1da-26071c99fe1d
web
test/raw_web_htmls/cdfa470e-c5a1-41c1-b1da-26071c99fe1d.html
https://www.techradar.com/cameras/video-cameras/sony-fx3-ii-5-upgrades-i-want-to-see-as-a-pro-filmmaker
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"x": "/html/body/div[5]/article/div/div[1]/div[2]/div/section[1]/div[3]/div[6]/div/div[3]/div/div/div/div[1]/div/figure/figcaption/span[1]"}, {"position_id": 397, "txt": "(Image", "x": "/html/body/div[5]/article/div/div[1]/div[2]/div/section[1]/div[3]/div[6]/div/div[3]/div/div/div/div[1]/div/figure/figcaption/span[2]"}]}, "tags": ["figcaption", "img"], "label": "figure_title", "web_segment_id": 25, "global_sentence_id": 31, "edu_l1_label": "EDU_O"}, {"txt": " credit:", "language": "english", "position": {"atoms": [{"position_id": 398, "txt": " credit:", "x": "/html/body/div[5]/article/div/div[1]/div[2]/div/section[1]/div[3]/div[6]/div/div[3]/div/div/div/div[1]/div/figure/figcaption/span[2]"}]}, "tags": ["figcaption", "img"], "label": "figure_title", "web_segment_id": 25, "global_sentence_id": 32, "edu_l1_label": "EDU_O"}, {"txt": " Sony)", "language": "english", "position": {"atoms": [{"position_id": 399, "txt": " Sony)", "x": 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McLaren.", "language": "english", "position": {"atoms": [{"position_id": 513, "txt": " Since launching Studio 44 Media Ltd in 2019, the S44 crew have created content for some of the worlds biggest brands and organisations, such as; Nike, Canon, and McLaren.", "x": "/html/body/div[5]/article/div/div[1]/div[2]/div/section[1]/div[5]/div/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 60, "global_sentence_id": 92, "edu_l1_label": "EDU_O"}, {"txt": " He is driven by a passion for sharing messages that matter and playing with shiny things, which is why filmmaking is the natural place for him to call home.", "language": "english", "position": {"atoms": [{"position_id": 514, "txt": " He is driven by a passion for sharing messages that matter and playing with shiny things, which is why filmmaking is the natural place for him to call home.", "x": "/html/body/div[5]/article/div/div[1]/div[2]/div/section[1]/div[5]/div/div[2]/p"}]}, "tags": [], "label": "O", "web_segment_id": 60, "global_sentence_id": 93, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# Sony FX3 II: 5 upgrades I want to see as a pro filmmaker ## 1. An open gate sensor and improved video resolution ## 2. 16-bit Internal RAW ## 3. CFexpress Type B media ## 4. A more robust body ## 5. 32-bit float audio ## What I pray won't happen
05ccf504-ab97-4cab-a850-ea607131d621
web
test/raw_web_htmls/05ccf504-ab97-4cab-a850-ea607131d621.html
https://36kr.com/p/3213104463187073
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516, "txt": "除了这两篇之外，还有一篇论文和计算生物学相关，由于完成时已经错过了ICLR会期，转而投稿期刊，目前正在接受审查。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "这项研究提出了一种名为EGNN-Fusion的架构，能够预测蛋白质-核酸结合位点。", "language": "chinese", "position": {"atoms": [{"position_id": 518, "txt": "这项研究提出了一种名为", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]"}, {"position_id": 520, "txt": "EGNN-Fusion", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]/strong[1]"}, {"position_id": 522, "txt": "的架构，能够", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]/strong[1]"}, {"position_id": 524, "txt": "预测蛋白质-核酸结合位点", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]/strong[2]"}, {"position_id": 526, "txt": "。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]/strong[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 43, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "它的性能可与最先进的方法相媲美，同时将参数数量减少了95%，体现了Zochi跨领域迁移知识和解决AI之外的复杂科学挑战的能力。", "language": "chinese", "position": {"atoms": [{"position_id": 528, "txt": "它的性能可与最先进的方法相媲美，同时将参数数量减少了95%，体现了Zochi跨领域迁移知识和解决AI之外的复杂科学挑战的能力。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "和前面两篇一样，这篇论文也进行了程序自动化评分，得分为7分，所以Zochi三篇论文的平均成绩为7.67。", "language": "chinese", "position": {"atoms": [{"position_id": 530, "txt": 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"/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[2]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 47, "global_sentence_id": 47, "edu_l1_label": "BOS"}, {"txt": "除了能在不到一周的时间内自主写出一篇高质量论文之外，Zochi还挑战了MLE-Bench的Kaggle子集。", "language": "chinese", "position": {"atoms": [{"position_id": 534, "txt": "除了能在不到一周的时间内自主写出一篇高质量论文之外，", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[40]"}, {"position_id": 536, "txt": "Zochi还挑战了MLE-Bench的Kaggle子集", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[40]/strong"}, {"position_id": 538, "txt": "。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[40]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 48, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "结果在没有任何特定任务优化的情况下，Zochi直接取得了SOTA水准，并且在80%的任务上超越了人类的平均表现、在一半的任务当中获得金牌。", "language": "chinese", "position": {"atoms": [{"position_id": 540, "txt": "结果在没有任何特定任务优化的情况下，Zochi直接取得了SOTA水准，并且", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[41]"}, {"position_id": 542, "txt": "在80%的任务上超越了人类的平均表现", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[41]/strong"}, {"position_id": 544, "txt": "、在一半的任务当中获得金牌。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[41]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 49, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/G5SNz3sifxV3sjuTd4xQOGW.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 341, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/G5SNz3sifxV3sjuTd4xQOGW.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[42]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 50, "global_sentence_id": 50, "edu_l1_label": "EDU_O"}, {"txt": "那么，Zochi是怎么做到的呢？", "language": "chinese", "position": {"atoms": [{"position_id": 546, "txt": "那么，Zochi是怎么做到的呢？", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "其中的关键，就在于当下流行的多智能体协作框架。", "language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "其中的关键，就在于当下流行的", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]"}, {"position_id": 549, "txt": "多智能体协作框架", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]/strong"}, {"position_id": 551, "txt": "。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 51, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "Zochi将科学方法分解为专门的组件,每个组件处理研究过程中不同的过程，具体包括四个阶段：", "language": "chinese", "position": {"atoms": [{"position_id": 553, "txt": "Zochi将科学方法分解为专门的组件,每个组件处理研究过程中不同的过程，具体包括四个阶段：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[44]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "文献分析和知识综合；", "language": "chinese", "position": {"atoms": [{"position_id": 555, "txt": "文献分析和知识综合；", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "假设生成和细化，确定研究方向；", "language": "chinese", "position": {"atoms": [{"position_id": 557, "txt": "假设生成和细化，确定研究方向；", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "实验设计和实施、评估；", "language": "chinese", "position": {"atoms": [{"position_id": 559, "txt": "实验设计和实施、评估；", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "数据分析和解释以及科学交流。", "language": "chinese", "position": {"atoms": [{"position_id": 561, "txt": "数据分析和解释以及科学交流。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "给Zochi设定的研究目标，既可以是一般的研究领域（如“AI安全”），也可以是一个细粒度问题或思路（如“多模态表征对齐方法”）。", "language": "chinese", "position": {"atoms": [{"position_id": 563, "txt": "给Zochi设定的研究目标，既可以是一般的研究领域（如“AI安全”），也可以是一个细粒度问题或思路（如“多模态表征对齐方法”）。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "系统进行广泛的探索和迭代过程，Zochi生成多个候选假设，设计并执行实验来测试这些假设，分析结果，并根据发现迭代优化其方法。", "language": "chinese", "position": {"atoms": [{"position_id": 565, "txt": "系统进行广泛的探索和迭代过程，Zochi生成多个候选假设，设计并执行实验来测试这些假设，分析结果，并根据发现迭代优化其方法。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "最后，Zochi以研究论文的格式起草一份报告，不断完善直到质量足以提交同行评议。", "language": "chinese", "position": {"atoms": [{"position_id": 567, "txt": "最后，Zochi以研究论文的格式起草一份报告，不断完善直到质量足以提交同行评议。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/31vjcCzwUBU9BCFk3jfyVd.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 353, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/31vjcCzwUBU9BCFk3jfyVd.jpeg", "x": 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"在研究过程的关键节点，人类专家需要在下一步骤进行之前验证Zochi的工作，具体包括三个关键阶段——大规模实验开始之前、准备文稿之前，以及文稿完成之后。", "language": "chinese", "position": {"atoms": [{"position_id": 575, "txt": "在研究过程的关键节点，人类专家需要在下一步骤进行之前验证Zochi的工作，具体包括三个关键阶段——大规模实验开始之前、准备文稿之前，以及文稿完成之后。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "反馈侧重于验证方法的合理性，并验证报告的结果是否准确反映实验结果，以确保完整性。", "language": "chinese", "position": {"atoms": [{"position_id": 577, "txt": "反馈侧重于验证方法的合理性，并验证报告的结果是否准确反映实验结果，以确保完整性。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "除了强制性验证外，人类专家还可以选择随时提供高层次的反馈，这一过程主要用于论文写作，因为Zochi经常难以遵循预期的提交格式（如页面限制）。", "language": "chinese", "position": {"atoms": [{"position_id": 579, "txt": "除了强制性验证外，", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[56]"}, {"position_id": 581, "txt": "人类专家还可以选择随时提供高层次的反馈", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[56]/strong"}, {"position_id": 583, "txt": "，这一过程主要用于论文写作，因为Zochi经常难以遵循预期的提交格式（如页面限制）。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[56]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 64, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "不过人类输入通常包括几句简短的评论，用于指出潜在问题或建议替代方向，而不是给予详细指示。", "language": "chinese", "position": {"atoms": [{"position_id": 585, "txt": "不过人类输入通常包括几句简短的评论，用于指出潜在问题或建议替代方向，而不是给予详细指示。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[57]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "“AI科研”仍然争议不断", "language": "chinese", "position": {"atoms": [{"position_id": 587, "txt": "“AI科研”仍然争议不断", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[3]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 66, "global_sentence_id": 67, "edu_l1_label": "BOS"}, {"txt": "Zochi这次取得的成绩，在AI当中确实是一个不错的水平，但并不是最早的AI科研系统。", "language": "chinese", "position": {"atoms": [{"position_id": 589, "txt": "Zochi这次取得的成绩，在AI当中确实是一个不错的水平，但并不是最早的AI科研系统。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "去年，“Transformer八子”之一的Llion Jones创立的Sakana AI，推出了一个基于AI的自动化科研系统。", "language": "chinese", "position": {"atoms": [{"position_id": 591, "txt": "去年，“Transformer八子”之一的Llion Jones创立的Sakana AI，推出了一个基于AI的自动化科研系统。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[59]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "而且这个系统名字简单粗暴，就叫AI Scientist，并且已经有了第二代。", "language": "chinese", "position": {"atoms": [{"position_id": 593, "txt": "而且这个系统名字简单粗暴，就叫", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[60]"}, {"position_id": 595, "txt": "AI Scientist", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[60]/strong"}, {"position_id": 597, "txt": "，并且已经有了第二代。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[60]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 69, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "也是在这届ICLR上，第二代AI Scientist的论文在其中的一个研讨会上通过了同行评审，分数为6/7/6。", "language": "chinese", "position": {"atoms": [{"position_id": 599, "txt": "也是在这届ICLR上，第二代AI Scientist的论文在其中的一个研讨会上通过了同行评审，分数为6/7/6。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[61]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3TlUrg2XZpXvtGze416Kb7e.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 369, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3TlUrg2XZpXvtGze416Kb7e.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[62]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 71, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}, {"txt": "不过，研讨会和ICLR主会议的录用标准也存在不同，前者的录用率大约是后者的两到三倍。", "language": "chinese", "position": {"atoms": [{"position_id": 601, "txt": "不过，研讨会和ICLR主会议的录用标准也存在不同，前者的录用率大约是后者的两到三倍。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "在Sakana内部基于ICLR主会议规则进行的评审中，AI Scientist-v2的论文并未通过。", "language": "chinese", "position": {"atoms": [{"position_id": 603, "txt": "在Sakana内部基于ICLR主会议规则进行的评审中，AI Scientist-v2的论文并未通过。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "这似乎也和Intology基于NeurIPS规则进行的机器评测结果形成了对应，AI Science v2的平均成绩不到四分，甚至还不如前一代。", "language": "chinese", "position": {"atoms": [{"position_id": 605, "txt": "这似乎也和Intology基于NeurIPS规则进行的机器评测结果形成了对应，AI Science v2的平均成绩不到四分，甚至还不如前一代。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[65]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "当然，Zochi的成绩相对高出不少，但最终能不能入选主会议也要等待最终结果。", "language": "chinese", "position": {"atoms": [{"position_id": 607, "txt": "当然，Zochi的成绩相对高出不少，但最终能不能入选主会议也要等待最终结果。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[66]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/ovEpy2ynAG41KaHd91Ks8Nm.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 375, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/ovEpy2ynAG41KaHd91Ks8Nm.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[67]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 76, "global_sentence_id": 77, "edu_l1_label": "EDU_O"}, {"txt": "但是，由于学术界针对AI科研还存在很大争议，即使成功入围，研究团队可能也会在正式发稿之前撤回。", "language": "chinese", "position": {"atoms": [{"position_id": 609, "txt": "但是，由于学术界针对AI科研还存在很大争议，即使成功入围，研究团队可能也会在正式发稿之前撤回。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[68]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "Intology就表示，出于维护学术诚信的考虑，认同AI不应当被列为学术作品的作者，但正在和研讨会组织者进行讨论，决定是否向研究界展示。", "language": "chinese", "position": {"atoms": [{"position_id": 611, "txt": "Intology就表示，出于维护学术诚信的考虑，认同AI不应当被列为学术作品的作者，但正在和研讨会组织者进行讨论，决定是否向研究界展示。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[69]"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Q3jg4hScS714k6wtTN0yf.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 379, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Q3jg4hScS714k6wtTN0yf.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[70]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 79, "global_sentence_id": 80, "edu_l1_label": "EDU_O"}, {"txt": "而在前段时间，另一家顶会CVPR就拒绝了19篇论文，其原因正是和滥用AI有关。", "language": "chinese", "position": {"atoms": [{"position_id": 613, "txt": "而在前段时间，另一家顶会CVPR就拒绝了19篇论文，其原因正是和滥用AI有关。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[71]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "甚至CVPR还明确要求，审稿人撰写评审意见同样不能使用AI，也不能把任何实质性内容交给AI（哪怕是用于翻译也不可以）。", "language": "chinese", "position": {"atoms": [{"position_id": 615, "txt": "甚至CVPR还明确要求，审稿人撰写评审意见同样不能使用AI，也不能把任何实质性内容交给AI（哪怕是用于翻译也不可以）。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "学术会议之外，国内外诸多高校也开始针对学生论文使用AI的情况加强审查，并出台限制措施。", "language": "chinese", "position": {"atoms": [{"position_id": 617, "txt": "学术会议之外，国内外诸多高校也开始针对学生论文使用AI的情况加强审查，并出台限制措施。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[73]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "的确在现实情况当中，确有滥用AI的行为存在，颁布这类规定的目的也是基于学术诚信的考量。", "language": "chinese", "position": {"atoms": [{"position_id": 619, "txt": "的确在现实情况当中，确有滥用AI的行为存在，颁布这类规定的目的也是基于学术诚信的考量。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[74]"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "但一禁了之不应是长久之策，还应该对学术研究从事者，特别是学生群体给予正确引导，并积极探索AI提效与学术不端之间的合理边界。", "language": "chinese", "position": {"atoms": [{"position_id": 621, "txt": "但一禁了之不应是长久之策，还应该对学术研究从事者，特别是学生群体给予正确引导，并积极探索AI提效与学术不端之间的合理边界。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "那么，你认为AI在学术活动当中，怎样被利用才是合理的呢？", "language": "chinese", "position": {"atoms": [{"position_id": 623, "txt": "那么，你认为AI在学术活动当中，怎样被利用才是合理的呢？", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[76]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 86, "edu_l1_label": "IOS"}], "type": "WEB"}
# AI一周写出ICLR研讨会论文，成果简洁有效获审稿人大赞 ## 两篇论文入选ICLR ### 让7B Llama-2超越GPT-3.5 ### 发现大模型安全漏洞 ### 预测蛋白质-核酸结合位点 ## 多智能体协作完成科研流程 ## “AI科研”仍然争议不断
5370c630-084c-4fa6-95ca-5f8467a7bbb6
web
test/raw_web_htmls/5370c630-084c-4fa6-95ca-5f8467a7bbb6.html
https://ryjo.codes/tour-of-clipsraylib.html
{"entry_id": "5370c630-084c-4fa6-95ca-5f8467a7bbb6", "infos": [{"txt": "Tour of CLIPSraylib", "language": "english", "position": {"atoms": [{"position_id": 0, "txt": "Tour of CLIPSraylib", "x": "//title"}]}, "tags": [], "label": "article_title", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "BOT"}, {"txt": "(raylib-init-window 800 450 \"2D Camera Platform\")(deffacts cameras\t(camera center)\t(camera center center-inside-map)\t(camera center-inside-map center-smooth-follow)\t(camera center-smooth-follow even-out-landing)\t(camera even-out-landing player-bounds-push)\t(camera player-bounds-push center))(deffacts surfaces\t(surface 300 200 400 10) ;highest platform\t(surface 250 300 100 10) ;left platform\t(surface 650 300 100 10) ;right platform\t(surface 0 400 1000 200)) ;ground(deffacts physics\t(gravity 400))(deftemplate player\t(slot x (default 400))\t(slot y (default 280))\t(slot x-delta (default 0))\t(slot y-delta (default 0))\t(slot walk-speed (default 200.0))\t(slot jump-speed (default 350.0)))(deffunction c-pressed (?time)\t(raylib-is-key-pressed KEY_C))(deffunction r-pressed (?time)\t(raylib-is-key-down KEY_R))(deffunction space-pressed (?time)\t(raylib-is-key-down KEY_SPACE))(deffunction left-pressed (?time)\t(raylib-is-key-down KEY_LEFT))(deffunction right-pressed (?time)\t(raylib-is-key-down KEY_RIGHT))(defrule reset-player\t?player <- (player)\t(frame-time ?time)\t(should-exit FALSE)\t(test (r-pressed ?time))\t=>\t(modify ?player\t\t(x (deftemplate-slot-default-value player x))\t\t(y (deftemplate-slot-default-value player y))))(defrule jump\t?player <- (player\t\t(x ?playerx)\t\t(y ?playery)\t\t(y-delta 0)\t\t(jump-speed ?jump-speed))\t(frame-time ?time)\t(should-exit FALSE)\t(surface ?surfacex ?playery\t\t?width\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 60, "txt": "(raylib-init-window 800 450 \"2D Camera Platform\")\n\n(deffacts cameras\n\t(camera center)\n\t(camera center 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3, "edu_l1_label": "IOS"}, {"txt": "(>= ?surfacey ?playery)\t\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 63, "txt": "(>= ?surfacey ?playery)\n\t\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 4, "edu_l1_label": "IOS"}, {"txt": "(<= ?surfacey (+ ?playery (* ?ydelta ?time)))\t\t\t?width\t\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 64, "txt": "(<= ?surfacey (+ ?playery (* ?ydelta ?time)))\n\t\t\t?width\n\t\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 5, "edu_l1_label": "IOS"}, {"txt": "(<= ?surfacex ?playerx)\t\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 65, "txt": "(<= ?surfacex ?playerx)\n\t\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "(>= (+ ?surfacex ?width) ?playerx)\t\t\t?))\t(not (new-player-y-delta ?))\t=>\t(assert\t\t(new-player-y (+ ?playery (* ?ydelta ?time)))\t\t(new-player-y-delta (+ ?ydelta (* ?time ?gravity)))))(defrule land\t?player <- (player\t\t(x ?playerx)\t\t(y ?playery)\t\t(y-delta ?ydelta&:", "language": "english", "position": {"atoms": [{"position_id": 66, "txt": "(>= (+ ?surfacex ?width) ?playerx)\n\t\t\t?))\n\t(not (new-player-y-delta ?))\n\t=>\n\t(assert\n\t\t(new-player-y (+ ?playery (* ?ydelta ?time)))\n\t\t(new-player-y-delta (+ ?ydelta (* ?time ?gravity)))))\n\n(defrule land\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(y ?playery)\n\t\t(y-delta ?ydelta&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "(> ?ydelta 0)))\t(frame-time ?time)\t(surface ?surfacex\t\t?surfacey\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 67, "txt": "(> ?ydelta 0)))\n\t(frame-time ?time)\n\t(surface ?surfacex\n\t\t?surfacey\n\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "(>= ?surfacey ?playery)\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 68, "txt": "(>= ?surfacey ?playery)\n\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "(<= ?surfacey (+ ?playery (* ?ydelta ?time)))\t\t?width\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 69, "txt": "(<= ?surfacey (+ ?playery (* ?ydelta ?time)))\n\t\t?width\n\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "(<= ?surfacex ?playerx)\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 70, "txt": "(<= ?surfacex ?playerx)\n\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "(>= (+ ?surfacex ?width) ?playerx)\t\t?)\t(should-exit FALSE)\t(not (new-player-y-delta ?))\t=>\t(assert\t\t(new-player-y ?surfacey)\t\t(new-player-y-delta 0)))(defrule on-the-ground\t?player <- (player\t\t(x ?playerx)\t\t(y ?playery)\t\t(y-delta 0))\t(frame-time ?time)\t(surface ?surfacex ?playery\t\t?width\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 71, "txt": "(>= (+ ?surfacex ?width) ?playerx)\n\t\t?)\n\t(should-exit FALSE)\n\t(not (new-player-y-delta ?))\n\t=>\n\t(assert\n\t\t(new-player-y ?surfacey)\n\t\t(new-player-y-delta 0)))\n\n(defrule on-the-ground\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(y ?playery)\n\t\t(y-delta 0))\n\t(frame-time ?time)\n\t(surface ?surfacex ?playery\n\t\t?width\n\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "(<= ?surfacex ?playerx)\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 72, "txt": "(<= ?surfacex ?playerx)\n\t\t\t&:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "(>= (+ ?surfacex ?width) ?playerx)\t\t?)\t(should-exit FALSE)\t(not (new-player-y-delta ?))\t(test (not (space-pressed ?time)))\t=>\t(assert\t\t(new-player-y ?playery)\t\t(new-player-y-delta 0)))(defrule standing-still\t?player <- (player\t\t(x ?playerx))\t(frame-time ?time)\t(should-exit FALSE)\t(not (new-player-x ?))\t(test (or\t\t(and\t\t\t(not (left-pressed ?time))\t\t\t(not (right-pressed ?time)))\t\t(and\t\t\t(left-pressed ?time)\t\t\t(right-pressed ?time))))\t=>\t(assert (new-player-x ?playerx)))(defrule move-left\t?player <- (player\t\t(x ?playerx)\t\t(walk-speed ?walk-speed))\t(frame-time ?time)\t(should-exit FALSE)\t(not (test (right-pressed ?time)))\t(not (new-player-x ?))\t(test (left-pressed ?time))\t=>\t(assert (new-player-x (- ?playerx (* ?time ?walk-speed)))))(defrule move-right\t?player <- (player\t\t(x ?playerx)\t\t(walk-speed ?walk-speed))\t(frame-time ?time)\t(should-exit FALSE)\t(not (test (left-pressed ?time)))\t(not (new-player-x ?))\t(test (right-pressed ?time))\t=>\t(assert (new-player-x (+ ?playerx (* ?time ?walk-speed)))))(defrule draw-scene-camera-center\t?player <- (player)\t?nx <- (new-player-x ?x)\t?ny <- (new-player-y ?y)\t?nyd <- (new-player-y-delta ?ydelta)\t?f <- (frame-time ?time)\t(camera center)\t(should-exit FALSE)\t=>\t(retract ?f ?nx ?ny ?nyd)\t(modify ?player\t\t(x ?x)\t\t(y ?y)\t\t(y-delta ?ydelta))\t(raylib-begin-drawing)\t\t(raylib-clear-background LIGHTGRAY)\t\t(raylib-begin-mode-2d 400 280 (integer ?x) (integer ?y))\t\t\t(raylib-draw-rectangle 0 0 1000 400 LIGHTGRAY) ;background\t\t\t(do-for-all-facts ((?s surface)) TRUE\t\t\t\t(raylib-draw-rectangle (nth$ 1 ?s:", "language": "english", "position": {"atoms": [{"position_id": 73, "txt": "(>= (+ ?surfacex ?width) ?playerx)\n\t\t?)\n\t(should-exit FALSE)\n\t(not (new-player-y-delta ?))\n\t(test (not (space-pressed ?time)))\n\t=>\n\t(assert\n\t\t(new-player-y ?playery)\n\t\t(new-player-y-delta 0)))\n\n(defrule standing-still\n\t?player <- (player\n\t\t(x ?playerx))\n\t(frame-time ?time)\n\t(should-exit FALSE)\n\t(not (new-player-x ?))\n\t(test (or\n\t\t(and\n\t\t\t(not (left-pressed ?time))\n\t\t\t(not (right-pressed ?time)))\n\t\t(and\n\t\t\t(left-pressed ?time)\n\t\t\t(right-pressed ?time))))\n\t=>\n\t(assert (new-player-x ?playerx)))\n\n(defrule move-left\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(walk-speed ?walk-speed))\n\t(frame-time ?time)\n\t(should-exit FALSE)\n\t(not (test (right-pressed ?time)))\n\t(not (new-player-x ?))\n\t(test (left-pressed ?time))\n\t=>\n\t(assert (new-player-x (- ?playerx (* ?time ?walk-speed)))))\n\n(defrule move-right\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(walk-speed ?walk-speed))\n\t(frame-time ?time)\n\t(should-exit FALSE)\n\t(not (test (left-pressed ?time)))\n\t(not (new-player-x ?))\n\t(test (right-pressed ?time))\n\t=>\n\t(assert (new-player-x (+ ?playerx (* ?time ?walk-speed)))))\n\n(defrule draw-scene-camera-center\n\t?player <- (player)\n\t?nx <- (new-player-x ?x)\n\t?ny <- (new-player-y ?y)\n\t?nyd <- (new-player-y-delta ?ydelta)\n\t?f <- (frame-time ?time)\n\t(camera center)\n\t(should-exit FALSE)\n\t=>\n\t(retract ?f ?nx ?ny ?nyd)\n\t(modify ?player\n\t\t(x ?x)\n\t\t(y ?y)\n\t\t(y-delta ?ydelta))\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background LIGHTGRAY)\n\t\t(raylib-begin-mode-2d 400 280 (integer ?x) (integer ?y))\n\t\t\t(raylib-draw-rectangle 0 0 1000 400 LIGHTGRAY) ;background\n\t\t\t(do-for-all-facts ((?s surface)) TRUE\n\t\t\t\t(raylib-draw-rectangle (nth$ 1 ?s:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "implied) (nth$ 2 ?s:", "language": "english", "position": {"atoms": [{"position_id": 74, "txt": "implied) (nth$ 2 ?s:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "implied) (nth$ 3 ?s:", "language": "english", "position": {"atoms": [{"position_id": 75, "txt": "implied) (nth$ 3 ?s:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "implied) (nth$ 4 ?s:", "language": "english", "position": {"atoms": [{"position_id": 76, "txt": "implied) (nth$ 4 ?s:", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "implied) GRAY))\t\t\t(raylib-draw-rectangle (- (integer ?x) 20) (- (integer ?y) 40) 40 40 RED) ;player\t\t(raylib-end-mode-2d)\t\t(raylib-draw-text \"Controls:\"", "language": "english", "position": {"atoms": [{"position_id": 77, "txt": "implied) GRAY))\n\n\t\t\t(raylib-draw-rectangle (- (integer ?x) 20) (- (integer ?y) 40) 40 40 RED) ;player\n\t\t(raylib-end-mode-2d)\n\n\t\t(raylib-draw-text \"Controls:\"", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": " 20 20 10 BLACK)\t\t(raylib-draw-text \"- Right/Left to move\" 40 40 10 DARKGRAY)\t\t(raylib-draw-text \"- Space to jump\" 40 60 10 DARKGRAY)\t\t(raylib-draw-text \"- Mouse Wheel to Zoom in-out (not yet implemented), R to reset character\" 40 80 10 DARKGRAY)\t\t(raylib-draw-text \"- C to change camera mode (not yet implemented)\" 40 100 10 DARKGRAY)\t\t(raylib-draw-text \"Current camera mode:\"", "language": "english", "position": {"atoms": [{"position_id": 78, "txt": " 20 20 10 BLACK)\n\t\t(raylib-draw-text \"- Right/Left to move\" 40 40 10 DARKGRAY)\n\t\t(raylib-draw-text \"- Space to jump\" 40 60 10 DARKGRAY)\n\t\t(raylib-draw-text \"- Mouse Wheel to Zoom in-out (not yet implemented), R to reset character\" 40 80 10 DARKGRAY)\n\t\t(raylib-draw-text \"- C to change camera mode (not yet implemented)\" 40 100 10 DARKGRAY)\n\t\t(raylib-draw-text \"Current camera mode:\"", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": " 20 120 10 BLACK)\t(raylib-end-drawing)\t(assert\t\t(frame-time (raylib-get-frame-time))\t\t(should-exit (raylib-window-should-close))))(defrule die\t(should-exit TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 79, "txt": " 20 120 10 BLACK)\n\t(raylib-end-drawing)\n\t(assert\n\t\t(frame-time (raylib-get-frame-time))\n\t\t(should-exit (raylib-window-should-close))))\n\n(defrule die\n\t(should-exit TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(reset)(assert\t(player)\t(frame-time 0)\t(should-exit FALSE))(raylib-set-target-fps 60)(run)", "language": "english", "position": {"atoms": [{"position_id": 80, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(reset)\n(assert\n\t(player)\n\t(frame-time 0)\n\t(should-exit FALSE))\n(raylib-set-target-fps 60)\n(run)", "x": "/html/body/div[1]/div[2]/div[1]"}]}, "tags": [], "label": "code", "web_segment_id": 5, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "\t Programs:", "language": "english", "position": {"atoms": [{"position_id": 82, "txt": "\n\t Programs:", "x": "/html/body/div[1]/div[2]/div[2]"}]}, "tags": [], "label": "O", "web_segment_id": 6, "global_sentence_id": 22, "edu_l1_label": "EDU_O"}, {"txt": "What is this?", "language": "english", "position": {"atoms": [{"position_id": 84, "txt": "What is this?", "x": "/html/body/div[2]/h2[1]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 8, "global_sentence_id": 23, "edu_l1_label": "BOS"}, {"txt": "\tThis site,\tTour of CLIPSraylib,\tis\tWasm-CLIPSraylib,\ta site demonstrating how you can build videogames in real time in your browser\tusing\tCLIPS,\traylib,\tand\tEmscripten.", "language": "english", "position": {"atoms": [{"position_id": 86, "txt": "\n\tThis site,\n\t", "x": "/html/body/div[2]/p[1]"}, {"position_id": 88, "txt": "Tour of CLIPSraylib", "x": "/html/body/div[2]/p[1]/a[1]"}, {"position_id": 90, "txt": ",\n\tis\n\t", "x": "/html/body/div[2]/p[1]/a[1]"}, {"position_id": 92, "txt": "Wasm-CLIPSraylib", "x": "/html/body/div[2]/p[1]/a[2]"}, {"position_id": 94, "txt": ",\n\ta site demonstrating how you can build videogames in real time in your browser\n\tusing\n\t", "x": "/html/body/div[2]/p[1]/a[2]"}, {"position_id": 96, "txt": "CLIPS", "x": "/html/body/div[2]/p[1]/a[3]"}, {"position_id": 98, "txt": ",\n\t", "x": "/html/body/div[2]/p[1]/a[3]"}, {"position_id": 100, "txt": "raylib", "x": "/html/body/div[2]/p[1]/a[4]"}, {"position_id": 102, "txt": ",\n\tand\n\t", "x": "/html/body/div[2]/p[1]/a[4]"}, {"position_id": 104, "txt": "Emscripten", "x": "/html/body/div[2]/p[1]/a[5]"}, {"position_id": 106, "txt": ".", "x": "/html/body/div[2]/p[1]/a[5]"}]}, "tags": [], "label": "content", "web_segment_id": 9, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "\tIt lets you make changes to the code in the textarea HTML element\tand render the changes to a canvas element.", "language": "english", "position": {"atoms": [{"position_id": 107, "txt": "\n\tIt lets you make changes to the code in the ", "x": "/html/body/div[2]/p[1]/a[5]"}, {"position_id": 109, "txt": "textarea", "x": "/html/body/div[2]/p[1]/code[1]"}, {"position_id": 111, "txt": " HTML element\n\tand render the changes to a ", "x": "/html/body/div[2]/p[1]/code[1]"}, {"position_id": 113, "txt": "canvas", "x": "/html/body/div[2]/p[1]/code[2]"}, {"position_id": 115, "txt": " element.", "x": "/html/body/div[2]/p[1]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 9, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "\tIt uses no other front-end frameworks to accomplish this.", "language": "english", "position": {"atoms": [{"position_id": 116, "txt": "\n\tIt uses no other front-end frameworks to accomplish this.", "x": "/html/body/div[2]/p[1]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 9, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "What is CLIPS?", "language": "english", "position": {"atoms": [{"position_id": 118, "txt": "What is CLIPS?", "x": "/html/body/div[2]/h2[2]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 10, "global_sentence_id": 27, "edu_l1_label": "BOS"}, {"txt": "CLIPS\tis a programming language well suited for building\tRules Engines,\tprograms that express your business logic as \"Rules\" and 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11, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "\tIt is still actively maintained by one of the original programmers,\tGary Riley.", "language": "english", "position": {"atoms": [{"position_id": 128, "txt": "\n\tIt is still actively maintained by one of the original programmers,\n\t", "x": "/html/body/div[2]/p[2]/a[2]"}, {"position_id": 130, "txt": "Gary Riley", "x": "/html/body/div[2]/p[2]/a[3]"}, {"position_id": 132, "txt": ".", "x": "/html/body/div[2]/p[2]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "\tCLIPS is very convenient for building Video Games because\tGames express instructions for playing them as \"Rules.\" ", "language": "english", "position": {"atoms": [{"position_id": 133, "txt": "\n\tCLIPS is very convenient for building Video Games because\n\tGames express instructions for playing them as \"Rules.\"\n ", "x": "/html/body/div[2]/p[2]/a[3]"}]}, "tags": [], "label": "content", 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{"atoms": [{"position_id": 151, "txt": "What is Emscripten?", "x": "/html/body/div[2]/h2[4]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 14, "global_sentence_id": 36, "edu_l1_label": "BOS"}, {"txt": "Emscripten\tis \"a complete compiler toolchain to WebAssembly, using LLVM,\twith a special focus on speed, size, and the Web platform.\"", "language": "english", "position": {"atoms": [{"position_id": 153, "txt": "Emscripten", "x": "/html/body/div[2]/p[4]/a"}, {"position_id": 155, "txt": "\n\tis \"a complete compiler toolchain to WebAssembly, using LLVM,\n\twith a special focus on speed, size, and the Web platform.\"", "x": "/html/body/div[2]/p[4]/a"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": " It's been around\tsince 2010, and it's easy to use with raylib and CLIPS.", "language": "english", "position": {"atoms": [{"position_id": 156, "txt": " It's been around\n\tsince 2010, and it's easy to use with raylib and CLIPS.", "x": "/html/body/div[2]/p[4]/a"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": " Simply specify\tPLATFORM_WEB for raylib\tand change your C compiler to emcc for CLIPS and you're good to go.", "language": "english", "position": {"atoms": [{"position_id": 157, "txt": " Simply specify\n\t", "x": "/html/body/div[2]/p[4]/a"}, {"position_id": 159, "txt": "PLATFORM_WEB", "x": "/html/body/div[2]/p[4]/code[1]"}, {"position_id": 161, "txt": " for raylib\n\tand change your C compiler to ", "x": "/html/body/div[2]/p[4]/code[1]"}, {"position_id": 163, "txt": "emcc", "x": "/html/body/div[2]/p[4]/code[2]"}, {"position_id": 165, "txt": " for CLIPS and you're good to go.", "x": "/html/body/div[2]/p[4]/code[2]"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "(raylib-init-window 800 450 \"CLIPSraylib [shapes] example - bouncing ball\")(raylib-set-target-fps 60)(deffacts init\t(xposition 20.0)\t(yposition 20.0)\t(xspeed 5.0)\t(yspeed 4.0)\t(radius 20)\t(pause FALSE)\t(frames 0)\t(window-should-close FALSE))(defrule ball-hits-wall\t(xposition ?xposition)\t(radius ?radius)\t?f <- (xspeed ?xspeed)\t(pause FALSE)\t(window-should-close FALSE)\t(test (or\t\t(and\t\t\t(< ?xspeed 0)\t\t\t(<= ?xposition ?radius))\t\t(and\t\t\t(> ?xspeed 0)\t\t\t(>= ?xposition (- (raylib-get-screen-width) ?radius)))))\t=>\t(retract ?f)\t(assert\t\t(xspeed (* -1 ?xspeed))))(defrule ball-hits-ceiling-or-floor\t(yposition ?yposition)\t(radius ?radius)\t?f <- (yspeed ?yspeed)\t(pause FALSE)\t(window-should-close FALSE)\t(test (or\t\t(and\t\t\t(< ?yspeed 0)\t\t\t(<= ?yposition ?radius))\t\t(and\t\t\t(> ?yspeed 0)\t\t\t(>= ?yposition (- (raylib-get-screen-height) ?radius)))))\t=>\t(retract ?f)\t(assert\t\t(yspeed (* -1 ?yspeed))))(defrule render\t?x <- (xposition ?xposition)\t?y <- (yposition ?yposition)\t(xspeed ?xspeed)\t(yspeed ?yspeed)\t(radius ?radius)\t?pause <- (pause FALSE)\t?w <- (window-should-close FALSE)\t(test (and\t\t(or\t\t\t(= ?xspeed 0)\t\t\t(and\t\t\t\t(> ?xspeed 0)\t\t\t\t(<= ?xposition (- (raylib-get-screen-width) ?radius)))\t\t\t(and\t\t\t\t(< ?xspeed 0)\t\t\t\t(>= ?xposition ?radius)))\t\t(or\t\t\t(= ?yspeed 0)\t\t\t(and\t\t\t\t(< ?yspeed 0)\t\t\t\t(>= ?yposition ?radius))\t\t\t(and\t\t\t\t(> ?yspeed 0)\t\t\t\t(<= ?yposition (- (raylib-get-screen-height) ?radius))))))\t=>\t(retract ?x ?y ?w ?pause)\t(assert\t\t(window-should-close (raylib-window-should-close))\t\t(pause (raylib-is-key-pressed KEY_SPACE))\t\t(unpause FALSE)\t\t(xposition (+ ?xposition ?xspeed))\t\t(yposition (+ ?yposition ?yspeed)))\t(raylib-begin-drawing)\t\t(raylib-clear-background RAYWHITE)\t\t(raylib-draw-circle-v ?xposition ?yposition ?radius MAROON)\t\t(raylib-draw-text \"PRESS SPACE to PAUSE BALL MOVEMENT\" 10 (- (raylib-get-screen-height) 25) 20 LIGHTGRAY)\t\t(raylib-draw-fps 10 10)\t(raylib-end-drawing))(defrule wait\t?f <- (frames ?frames)\t(pause TRUE)\t?unpause <- (unpause FALSE)\t?w <- (window-should-close FALSE)\t=>\t(retract ?f ?unpause ?w)\t(raylib-begin-drawing)\t(if (= (mod (integer (/ ?frames 30)) 2) 0)\t\tthen\t\t(raylib-draw-text \"PAUSED\" 350 200 30 GRAY))\t(assert\t\t(frames (+ 1 ?frames))\t\t(window-should-close (raylib-window-should-close))\t\t(unpause (raylib-is-key-pressed KEY_SPACE)))\t\t(raylib-clear-background RAYWHITE)\t(raylib-end-drawing))(defrule unpause\t?pause <- (pause TRUE)\t?unpause <- (unpause TRUE)\t?w <- (window-should-close FALSE)\t=>\t(retract ?pause ?unpause)\t(assert\t\t(pause FALSE)\t\t(window-should-close (raylib-window-should-close))))(defrule die\t(window-should-close TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 167, "txt": "(raylib-init-window 800 450 \"CLIPSraylib [shapes] example - bouncing ball\")\n(raylib-set-target-fps 60)\n\n(deffacts init\n\t(xposition 20.0)\n\t(yposition 20.0)\n\t(xspeed 5.0)\n\t(yspeed 4.0)\n\t(radius 20)\n\t(pause FALSE)\n\t(frames 0)\n\t(window-should-close FALSE))\n\n(defrule ball-hits-wall\n\t(xposition ?xposition)\n\t(radius ?radius)\n\t?f <- (xspeed ?xspeed)\n\t(pause FALSE)\n\t(window-should-close FALSE)\n\t(test (or\n\t\t(and\n\t\t\t(< ?xspeed 0)\n\t\t\t(<= ?xposition ?radius))\n\t\t(and\n\t\t\t(> ?xspeed 0)\n\t\t\t(>= ?xposition (- (raylib-get-screen-width) ?radius)))))\n\t=>\n\t(retract ?f)\n\t(assert\n\t\t(xspeed (* -1 ?xspeed))))\n\n(defrule ball-hits-ceiling-or-floor\n\t(yposition ?yposition)\n\t(radius ?radius)\n\t?f <- (yspeed ?yspeed)\n\t(pause FALSE)\n\t(window-should-close FALSE)\n\t(test (or\n\t\t(and\n\t\t\t(< ?yspeed 0)\n\t\t\t(<= ?yposition ?radius))\n\t\t(and\n\t\t\t(> ?yspeed 0)\n\t\t\t(>= ?yposition (- (raylib-get-screen-height) ?radius)))))\n\t=>\n\t(retract ?f)\n\t(assert\n\t\t(yspeed (* -1 ?yspeed))))\n\n(defrule render\n\t?x <- (xposition ?xposition)\n\t?y <- (yposition ?yposition)\n\t(xspeed ?xspeed)\n\t(yspeed ?yspeed)\n\t(radius ?radius)\n\t?pause <- (pause FALSE)\n\t?w <- (window-should-close FALSE)\n\t(test (and\n\t\t(or\n\t\t\t(= ?xspeed 0)\n\t\t\t(and\n\t\t\t\t(> ?xspeed 0)\n\t\t\t\t(<= ?xposition (- (raylib-get-screen-width) ?radius)))\n\t\t\t(and\n\t\t\t\t(< ?xspeed 0)\n\t\t\t\t(>= ?xposition ?radius)))\n\t\t(or\n\t\t\t(= ?yspeed 0)\n\t\t\t(and\n\t\t\t\t(< ?yspeed 0)\n\t\t\t\t(>= ?yposition ?radius))\n\t\t\t(and\n\t\t\t\t(> ?yspeed 0)\n\t\t\t\t(<= ?yposition (- (raylib-get-screen-height) ?radius))))))\n\t=>\n\t(retract ?x ?y ?w ?pause)\n\t(assert\n\t\t(window-should-close (raylib-window-should-close))\n\t\t(pause (raylib-is-key-pressed KEY_SPACE))\n\t\t(unpause FALSE)\n\t\t(xposition (+ ?xposition ?xspeed))\n\t\t(yposition (+ ?yposition ?yspeed)))\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background RAYWHITE)\n\t\t(raylib-draw-circle-v ?xposition ?yposition ?radius MAROON)\n\t\t(raylib-draw-text \"PRESS SPACE to PAUSE BALL MOVEMENT\" 10 (- (raylib-get-screen-height) 25) 20 LIGHTGRAY)\n\t\t(raylib-draw-fps 10 10)\n\t(raylib-end-drawing))\n\n(defrule wait\n\t?f <- (frames ?frames)\n\t(pause TRUE)\n\t?unpause <- (unpause FALSE)\n\t?w <- (window-should-close FALSE)\n\t=>\n\t(retract ?f ?unpause ?w)\n\t(raylib-begin-drawing)\n\t(if (= (mod (integer (/ ?frames 30)) 2) 0)\n\t\tthen\n\t\t(raylib-draw-text \"PAUSED\" 350 200 30 GRAY))\n\t(assert\n\t\t(frames (+ 1 ?frames))\n\t\t(window-should-close (raylib-window-should-close))\n\t\t(unpause (raylib-is-key-pressed KEY_SPACE)))\n\t\t(raylib-clear-background RAYWHITE)\n\t(raylib-end-drawing))\n\n(defrule unpause\n\t?pause <- (pause TRUE)\n\t?unpause <- (unpause TRUE)\n\t?w <- (window-should-close FALSE)\n\t=>\n\t(retract ?pause ?unpause)\n\t(assert\n\t\t(pause FALSE)\n\t\t(window-should-close (raylib-window-should-close))))\n\n(defrule die\n\t(window-should-close TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[3]"}]}, "tags": [], "label": "code", "web_segment_id": 16, "global_sentence_id": 40, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(reset)(run)", "language": "english", "position": {"atoms": [{"position_id": 168, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n(reset)\n(run)", "x": "/html/body/div[3]"}]}, "tags": [], "label": "code", "web_segment_id": 16, "global_sentence_id": 41, "edu_l1_label": "EDU_O"}, {"txt": "(raylib-init-window 800 400 \"Hello, keyboard\")(deffunction check-if-should-exit (?delta)\t(raylib-window-should-close))(defrule before\t?f <- (new-spacebar-pressed FALSE)\t(not (test (check-if-should-exit ?f)))\t=>\t(retract ?f)\t(raylib-begin-drawing)\t\t(raylib-clear-background RAYWHITE)\t\t(raylib-draw-text \"Press the spacebar for as long as you can\" 190 200 20 BLACK)\t(raylib-end-drawing)\t(assert (new-spacebar-pressed (raylib-is-key-down KEY_SPACE))))(defrule end-before\t?d <- (new-spacebar-pressed FALSE)\t(test (check-if-should-exit ?d))\t=>\t(println \"Exiting early...\")\t(raylib-close-window)\t(exit))(defrule start\t?f <- (new-spacebar-pressed TRUE)\t(not (test (check-if-should-exit ?f)))\t=>\t(assert\t\t(new-spacebar-hold (raylib-is-key-down KEY_SPACE))\t\t(began-holding (time))))(defrule continue\t?d <- (new-spacebar-hold TRUE)\t(began-holding ?began)\t(not (test (check-if-should-exit ?d)))\t=>\t(retract ?d)\t(raylib-begin-drawing)\t\t(raylib-clear-background GREEN)\t\t(raylib-draw-text (format nil \"Keep holding!", "language": "english", "position": {"atoms": [{"position_id": 170, "txt": "(raylib-init-window 800 400 \"Hello, keyboard\")\n\n(deffunction check-if-should-exit (?delta)\n\t(raylib-window-should-close))\n\n(defrule before\n\t?f <- (new-spacebar-pressed FALSE)\n\t(not (test (check-if-should-exit ?f)))\n\t=>\n\t(retract ?f)\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background RAYWHITE)\n\t\t(raylib-draw-text \"Press the spacebar for as long as you can\" 190 200 20 BLACK)\n\t(raylib-end-drawing)\n\t(assert (new-spacebar-pressed (raylib-is-key-down KEY_SPACE))))\n\n(defrule end-before\n\t?d <- (new-spacebar-pressed FALSE)\n\t(test (check-if-should-exit ?d))\n\t=>\n\t(println \"Exiting early...\")\n\t(raylib-close-window)\n\t(exit))\n\n(defrule start\n\t?f <- (new-spacebar-pressed TRUE)\n\t(not (test (check-if-should-exit ?f)))\n\t=>\n\t(assert\n\t\t(new-spacebar-hold (raylib-is-key-down KEY_SPACE))\n\t\t(began-holding (time))))\n\n(defrule continue\n\t?d <- (new-spacebar-hold TRUE)\n\t(began-holding ?began)\n\t(not (test (check-if-should-exit ?d)))\n\t=>\n\t(retract ?d)\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background GREEN)\n\t\t(raylib-draw-text (format nil \"Keep holding!", "x": "/html/body/div[4]"}]}, "tags": [], "label": "code", "web_segment_id": 17, "global_sentence_id": 42, "edu_l1_label": "EDU_O"}, {"txt": " Seconds held so far:", "language": "english", "position": {"atoms": [{"position_id": 171, "txt": " Seconds held so far:", "x": "/html/body/div[4]"}]}, "tags": [], "label": "code", "web_segment_id": 17, "global_sentence_id": 43, "edu_l1_label": "EDU_O"}, {"txt": " %f\" (- (time) ?began)) 190 200 20 DARKGREEN)\t(raylib-end-drawing)\t(assert (new-spacebar-hold (raylib-is-key-down KEY_SPACE))))(defrule stopped-holding-spacebar\t?d <- (new-spacebar-hold FALSE)\t(began-holding ?time)\t(not (stopped-holding ?time))\t(not (test (check-if-should-exit ?d)))\t=>\t(assert\t\t(stopped-holding (time))\t\t(time (time))))(defrule report\t(new-spacebar-hold FALSE)\t(began-holding ?began)\t(stopped-holding ?ended)\t?d <- (time ?now)\t(not (test (check-if-should-exit ?d)))\t=>\t(retract ?d)\t(raylib-begin-drawing)\t\t(raylib-clear-background SKYBLUE)\t\t(raylib-draw-text (format nil \"Nice!", "language": "english", "position": {"atoms": [{"position_id": 172, "txt": " %f\" (- (time) ?began)) 190 200 20 DARKGREEN)\n\t(raylib-end-drawing)\n\t(assert (new-spacebar-hold (raylib-is-key-down KEY_SPACE))))\n\n(defrule stopped-holding-spacebar\n\t?d <- (new-spacebar-hold FALSE)\n\t(began-holding ?time)\n\t(not (stopped-holding ?time))\n\t(not (test (check-if-should-exit ?d)))\n\t=>\n\t(assert\n\t\t(stopped-holding (time))\n\t\t(time (time))))\n\n(defrule report\n\t(new-spacebar-hold FALSE)\n\t(began-holding ?began)\n\t(stopped-holding ?ended)\n\t?d <- (time ?now)\n\t(not (test (check-if-should-exit ?d)))\n\t=>\n\t(retract ?d)\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background SKYBLUE)\n\t\t(raylib-draw-text (format nil \"Nice!", "x": "/html/body/div[4]"}]}, "tags": [], "label": "code", "web_segment_id": 17, "global_sentence_id": 44, "edu_l1_label": "EDU_O"}, {"txt": " You held for %f seconds!\" (- ?ended ?began)) 190 200 20 DARKBLUE)\t(raylib-end-drawing)\t(assert (time (time))))(defrule end-after\t?t <- (time ?time)\t(test (check-if-should-exit ?t))\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 173, "txt": " You held for %f seconds!\" (- ?ended ?began)) 190 200 20 DARKBLUE)\n\t(raylib-end-drawing)\n\t(assert (time (time))))\n\n(defrule end-after\n\t?t <- (time ?time)\n\t(test (check-if-should-exit ?t))\n\t=>\n\t(println \"Done.", "x": "/html/body/div[4]"}]}, "tags": [], "label": "code", "web_segment_id": 17, "global_sentence_id": 45, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(reset)(assert (new-spacebar-pressed FALSE))(run)", "language": "english", "position": {"atoms": [{"position_id": 174, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(reset)\n(assert (new-spacebar-pressed FALSE))\n(run)", "x": "/html/body/div[4]"}]}, "tags": [], "label": "code", "web_segment_id": 17, "global_sentence_id": 46, "edu_l1_label": "EDU_O"}, {"txt": "(raylib-init-window 800 400 \"Hello, mouse\")(deffacts setup\t(should-exit FALSE)\t(new-mouse-delta 0 0)\t(new-mouse-position 0 0)\t(new-mouse-button FALSE FALSE))(defrule continue\t?d <- (new-mouse-delta ?ndx ?ndy)\t?p <- (new-mouse-position ?npx ?npy)\t?c <- (new-mouse-color ?color)\t?b <- (new-mouse-button ?", "language": "english", "position": {"atoms": [{"position_id": 176, "txt": "(raylib-init-window 800 400 \"Hello, mouse\")\n\n(deffacts setup\n\t(should-exit FALSE)\n\t(new-mouse-delta 0 0)\n\t(new-mouse-position 0 0)\n\t(new-mouse-button FALSE FALSE))\n\n(defrule continue\n\t?d <- (new-mouse-delta ?ndx ?ndy)\n\t?p <- (new-mouse-position ?npx ?npy)\n\t?c <- (new-mouse-color ?color)\n\t?b <- (new-mouse-button ?", "x": "/html/body/div[5]"}]}, "tags": [], "label": "code", "web_segment_id": 18, "global_sentence_id": 47, "edu_l1_label": "EDU_O"}, {"txt": " ?)\t?s <- (should-exit FALSE)\t=>\t(retract ?d ?p ?c ?b ?s)\t(raylib-begin-drawing)\t\t(raylib-clear-background RAYWHITE)\t\t(raylib-draw-circle (integer ?npx) (integer ?npy) 100 ?color)\t(raylib-end-drawing)\t(assert\t\t(should-exit (raylib-window-should-close))\t\t(new-mouse-delta (raylib-get-mouse-delta))\t\t(new-mouse-position (raylib-get-mouse-position))\t\t(new-mouse-button\t\t\t(raylib-is-mouse-button-down MOUSE_BUTTON_LEFT)\t\t \t(raylib-is-mouse-button-down MOUSE_BUTTON_RIGHT))))(defrule determine-color-gray\t(new-mouse-button FALSE FALSE)\t=>\t(assert (new-mouse-color DARKGRAY)))(defrule determine-color-red\t(new-mouse-button TRUE FALSE)\t=>\t(assert (new-mouse-color RED)))(defrule determine-color-blue\t(new-mouse-button FALSE TRUE)\t=>\t(assert (new-mouse-color BLUE)))(defrule determine-color-purple\t(new-mouse-button TRUE TRUE)\t=>\t(assert (new-mouse-color PURPLE)))(defrule die\t(should-exit TRUE)\t=>\t(raylib-close-window)\t(println \"Closing program...\")\t(exit))(reset)(run)", "language": "english", "position": {"atoms": [{"position_id": 177, "txt": " ?)\n\t?s <- (should-exit FALSE)\n\t=>\n\t(retract ?d ?p ?c ?b ?s)\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background RAYWHITE)\n\t\t(raylib-draw-circle (integer ?npx) (integer ?npy) 100 ?color)\n\t(raylib-end-drawing)\n\t(assert\n\t\t(should-exit (raylib-window-should-close))\n\t\t(new-mouse-delta (raylib-get-mouse-delta))\n\t\t(new-mouse-position (raylib-get-mouse-position))\n\t\t(new-mouse-button\n\t\t\t(raylib-is-mouse-button-down MOUSE_BUTTON_LEFT)\n\t\t \t(raylib-is-mouse-button-down MOUSE_BUTTON_RIGHT))))\n\n(defrule determine-color-gray\n\t(new-mouse-button FALSE FALSE)\n\t=>\n\t(assert (new-mouse-color DARKGRAY)))\n\n(defrule determine-color-red\n\t(new-mouse-button TRUE FALSE)\n\t=>\n\t(assert (new-mouse-color RED)))\n\n(defrule determine-color-blue\n\t(new-mouse-button FALSE TRUE)\n\t=>\n\t(assert (new-mouse-color BLUE)))\n\n(defrule determine-color-purple\n\t(new-mouse-button TRUE TRUE)\n\t=>\n\t(assert (new-mouse-color PURPLE)))\n\n(defrule die\n\t(should-exit TRUE)\n\t=>\n\t(raylib-close-window)\n\t(println \"Closing program...\")\n\t(exit))\n\n(reset)\n(run)", "x": "/html/body/div[5]"}]}, "tags": [], "label": "code", "web_segment_id": 18, "global_sentence_id": 48, "edu_l1_label": "EDU_O"}, {"txt": "(raylib-init-window 800 450 \"2D Camera Platform\")(deffacts cameras\t(camera center)\t(camera center center-inside-map)\t(camera center-inside-map center-smooth-follow)\t(camera center-smooth-follow even-out-landing)\t(camera even-out-landing player-bounds-push)\t(camera player-bounds-push center))(deffacts surfaces\t(surface 300 200 400 10) ;highest platform\t(surface 250 300 100 10) ;left platform\t(surface 650 300 100 10) ;right platform\t(surface 0 400 1000 200)) ;ground(deffacts physics\t(gravity 400))(deftemplate player\t(slot x (default 400))\t(slot y (default 280))\t(slot x-delta (default 0))\t(slot y-delta (default 0))\t(slot walk-speed (default 200.0))\t(slot jump-speed (default 350.0)))(deffunction c-pressed (?time)\t(raylib-is-key-pressed KEY_C))(deffunction r-pressed (?time)\t(raylib-is-key-down KEY_R))(deffunction space-pressed (?time)\t(raylib-is-key-down KEY_SPACE))(deffunction left-pressed (?time)\t(raylib-is-key-down KEY_LEFT))(deffunction right-pressed (?time)\t(raylib-is-key-down KEY_RIGHT))(defrule reset-player\t?player <- (player)\t(frame-time ?time)\t(should-exit FALSE)\t(test (r-pressed ?time))\t=>\t(modify ?player\t\t(x (deftemplate-slot-default-value player x))\t\t(y (deftemplate-slot-default-value player y))))(defrule jump\t?player <- (player\t\t(x ?playerx)\t\t(y ?playery)\t\t(y-delta 0)\t\t(jump-speed ?jump-speed))\t(frame-time ?time)\t(should-exit FALSE)\t(surface ?surfacex ?playery\t\t?width\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 179, "txt": "(raylib-init-window 800 450 \"2D Camera Platform\")\n\n(deffacts cameras\n\t(camera center)\n\t(camera center center-inside-map)\n\t(camera center-inside-map center-smooth-follow)\n\t(camera center-smooth-follow even-out-landing)\n\t(camera even-out-landing player-bounds-push)\n\t(camera player-bounds-push center))\n\n(deffacts surfaces\n\t(surface 300 200 400 10) ;highest platform\n\t(surface 250 300 100 10) ;left platform\n\t(surface 650 300 100 10) ;right platform\n\t(surface 0 400 1000 200)) ;ground\n\n(deffacts physics\n\t(gravity 400))\n\n(deftemplate player\n\t(slot x (default 400))\n\t(slot y (default 280))\n\t(slot x-delta (default 0))\n\t(slot y-delta (default 0))\n\t(slot walk-speed (default 200.0))\n\t(slot jump-speed (default 350.0)))\n\n(deffunction c-pressed (?time)\n\t(raylib-is-key-pressed KEY_C))\n\n(deffunction r-pressed (?time)\n\t(raylib-is-key-down KEY_R))\n\n(deffunction space-pressed (?time)\n\t(raylib-is-key-down KEY_SPACE))\n\n(deffunction left-pressed (?time)\n\t(raylib-is-key-down KEY_LEFT))\n\n(deffunction right-pressed (?time)\n\t(raylib-is-key-down KEY_RIGHT))\n\n(defrule reset-player\n\t?player <- (player)\n\t(frame-time ?time)\n\t(should-exit FALSE)\n\t(test (r-pressed ?time))\n\t=>\n\t(modify ?player\n\t\t(x (deftemplate-slot-default-value player x))\n\t\t(y (deftemplate-slot-default-value player y))))\n\n(defrule jump\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(y ?playery)\n\t\t(y-delta 0)\n\t\t(jump-speed ?jump-speed))\n\t(frame-time ?time)\n\t(should-exit FALSE)\n\t(surface ?surfacex ?playery\n\t\t?width\n\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "O", "web_segment_id": 19, "global_sentence_id": 49, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?surfacex ?playerx)\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 180, "txt": "(<= ?surfacex ?playerx)\n\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 50, "edu_l1_label": "EDU_O"}, {"txt": "(>= (+ ?surfacex ?width) ?playerx)\t\t?)\t(not (new-player-y-delta ?))\t(test (space-pressed ?time))\t=>\t(assert\t\t(new-player-y (+ ?playery (* -1 ?jump-speed ?time)))\t\t(new-player-y-delta (* -1 ?jump-speed))))(defrule fall\t?player <- (player\t\t(x ?playerx)\t\t(y ?playery)\t\t(y-delta ?ydelta))\t(frame-time ?time)\t(gravity ?gravity)\t(should-exit FALSE)\t(not \t\t(surface ?surfacex\t\t\t?surfacey\t\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 181, "txt": "(>= (+ ?surfacex ?width) ?playerx)\n\t\t?)\n\t(not (new-player-y-delta ?))\n\t(test (space-pressed ?time))\n\t=>\n\t(assert\n\t\t(new-player-y (+ ?playery (* -1 ?jump-speed ?time)))\n\t\t(new-player-y-delta (* -1 ?jump-speed))))\n\n(defrule fall\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(y ?playery)\n\t\t(y-delta ?ydelta))\n\t(frame-time ?time)\n\t(gravity ?gravity)\n\t(should-exit FALSE)\n\t(not \n\t\t(surface ?surfacex\n\t\t\t?surfacey\n\t\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 51, "edu_l1_label": "EDU_O"}, {"txt": "(>= ?surfacey ?playery)\t\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 182, "txt": "(>= ?surfacey ?playery)\n\t\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 52, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?surfacey (+ ?playery (* ?ydelta ?time)))\t\t\t?width\t\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 183, "txt": "(<= ?surfacey (+ ?playery (* ?ydelta ?time)))\n\t\t\t?width\n\t\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 53, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?surfacex ?playerx)\t\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 184, "txt": "(<= ?surfacex ?playerx)\n\t\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 54, "edu_l1_label": "EDU_O"}, {"txt": "(>= (+ ?surfacex ?width) ?playerx)\t\t\t?))\t(not (new-player-y-delta ?))\t=>\t(assert\t\t(new-player-y (+ ?playery (* ?ydelta ?time)))\t\t(new-player-y-delta (+ ?ydelta (* ?time ?gravity)))))(defrule land\t?player <- (player\t\t(x ?playerx)\t\t(y ?playery)\t\t(y-delta ?ydelta&:", "language": "english", "position": {"atoms": [{"position_id": 185, "txt": "(>= (+ ?surfacex ?width) ?playerx)\n\t\t\t?))\n\t(not (new-player-y-delta ?))\n\t=>\n\t(assert\n\t\t(new-player-y (+ ?playery (* ?ydelta ?time)))\n\t\t(new-player-y-delta (+ ?ydelta (* ?time ?gravity)))))\n\n(defrule land\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(y ?playery)\n\t\t(y-delta ?ydelta&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 55, "edu_l1_label": "EDU_O"}, {"txt": "(> ?ydelta 0)))\t(frame-time ?time)\t(surface ?surfacex\t\t?surfacey\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 186, "txt": "(> ?ydelta 0)))\n\t(frame-time ?time)\n\t(surface ?surfacex\n\t\t?surfacey\n\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 56, "edu_l1_label": "EDU_O"}, {"txt": "(>= ?surfacey ?playery)\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 187, "txt": "(>= ?surfacey ?playery)\n\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 57, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?surfacey (+ ?playery (* ?ydelta ?time)))\t\t?width\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 188, "txt": "(<= ?surfacey (+ ?playery (* ?ydelta ?time)))\n\t\t?width\n\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 58, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?surfacex ?playerx)\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 189, "txt": "(<= ?surfacex ?playerx)\n\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 59, "edu_l1_label": "EDU_O"}, {"txt": "(>= (+ ?surfacex ?width) ?playerx)\t\t?)\t(should-exit FALSE)\t(not (new-player-y-delta ?))\t=>\t(assert\t\t(new-player-y ?surfacey)\t\t(new-player-y-delta 0)))(defrule on-the-ground\t?player <- (player\t\t(x ?playerx)\t\t(y ?playery)\t\t(y-delta 0))\t(frame-time ?time)\t(surface ?surfacex ?playery\t\t?width\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 190, "txt": "(>= (+ ?surfacex ?width) ?playerx)\n\t\t?)\n\t(should-exit FALSE)\n\t(not (new-player-y-delta ?))\n\t=>\n\t(assert\n\t\t(new-player-y ?surfacey)\n\t\t(new-player-y-delta 0)))\n\n(defrule on-the-ground\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(y ?playery)\n\t\t(y-delta 0))\n\t(frame-time ?time)\n\t(surface ?surfacex ?playery\n\t\t?width\n\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 60, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?surfacex ?playerx)\t\t\t&:", "language": "english", "position": {"atoms": [{"position_id": 191, "txt": "(<= ?surfacex ?playerx)\n\t\t\t&:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 61, "edu_l1_label": "EDU_O"}, {"txt": "(>= (+ ?surfacex ?width) ?playerx)\t\t?)\t(should-exit FALSE)\t(not (new-player-y-delta ?))\t(test (not (space-pressed ?time)))\t=>\t(assert\t\t(new-player-y ?playery)\t\t(new-player-y-delta 0)))(defrule standing-still\t?player <- (player\t\t(x ?playerx))\t(frame-time ?time)\t(should-exit FALSE)\t(not (new-player-x ?))\t(test (or\t\t(and\t\t\t(not (left-pressed ?time))\t\t\t(not (right-pressed ?time)))\t\t(and\t\t\t(left-pressed ?time)\t\t\t(right-pressed ?time))))\t=>\t(assert (new-player-x ?playerx)))(defrule move-left\t?player <- (player\t\t(x ?playerx)\t\t(walk-speed ?walk-speed))\t(frame-time ?time)\t(should-exit FALSE)\t(not (test (right-pressed ?time)))\t(not (new-player-x ?))\t(test (left-pressed ?time))\t=>\t(assert (new-player-x (- ?playerx (* ?time ?walk-speed)))))(defrule move-right\t?player <- (player\t\t(x ?playerx)\t\t(walk-speed ?walk-speed))\t(frame-time ?time)\t(should-exit FALSE)\t(not (test (left-pressed ?time)))\t(not (new-player-x ?))\t(test (right-pressed ?time))\t=>\t(assert (new-player-x (+ ?playerx (* ?time ?walk-speed)))))(defrule draw-scene-camera-center\t?player <- (player)\t?nx <- (new-player-x ?x)\t?ny <- (new-player-y ?y)\t?nyd <- (new-player-y-delta ?ydelta)\t?f <- (frame-time ?time)\t(camera center)\t(should-exit FALSE)\t=>\t(retract ?f ?nx ?ny ?nyd)\t(modify ?player\t\t(x ?x)\t\t(y ?y)\t\t(y-delta ?ydelta))\t(raylib-begin-drawing)\t\t(raylib-clear-background LIGHTGRAY)\t\t(raylib-begin-mode-2d 400 280 (integer ?x) (integer ?y))\t\t\t(raylib-draw-rectangle 0 0 1000 400 LIGHTGRAY) ;background\t\t\t(do-for-all-facts ((?s surface)) TRUE\t\t\t\t(raylib-draw-rectangle (nth$ 1 ?s:", "language": "english", "position": {"atoms": [{"position_id": 192, "txt": "(>= (+ ?surfacex ?width) ?playerx)\n\t\t?)\n\t(should-exit FALSE)\n\t(not (new-player-y-delta ?))\n\t(test (not (space-pressed ?time)))\n\t=>\n\t(assert\n\t\t(new-player-y ?playery)\n\t\t(new-player-y-delta 0)))\n\n(defrule standing-still\n\t?player <- (player\n\t\t(x ?playerx))\n\t(frame-time ?time)\n\t(should-exit FALSE)\n\t(not (new-player-x ?))\n\t(test (or\n\t\t(and\n\t\t\t(not (left-pressed ?time))\n\t\t\t(not (right-pressed ?time)))\n\t\t(and\n\t\t\t(left-pressed ?time)\n\t\t\t(right-pressed ?time))))\n\t=>\n\t(assert (new-player-x ?playerx)))\n\n(defrule move-left\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(walk-speed ?walk-speed))\n\t(frame-time ?time)\n\t(should-exit FALSE)\n\t(not (test (right-pressed ?time)))\n\t(not (new-player-x ?))\n\t(test (left-pressed ?time))\n\t=>\n\t(assert (new-player-x (- ?playerx (* ?time ?walk-speed)))))\n\n(defrule move-right\n\t?player <- (player\n\t\t(x ?playerx)\n\t\t(walk-speed ?walk-speed))\n\t(frame-time ?time)\n\t(should-exit FALSE)\n\t(not (test (left-pressed ?time)))\n\t(not (new-player-x ?))\n\t(test (right-pressed ?time))\n\t=>\n\t(assert (new-player-x (+ ?playerx (* ?time ?walk-speed)))))\n\n(defrule draw-scene-camera-center\n\t?player <- (player)\n\t?nx <- (new-player-x ?x)\n\t?ny <- (new-player-y ?y)\n\t?nyd <- (new-player-y-delta ?ydelta)\n\t?f <- (frame-time ?time)\n\t(camera center)\n\t(should-exit FALSE)\n\t=>\n\t(retract ?f ?nx ?ny ?nyd)\n\t(modify ?player\n\t\t(x ?x)\n\t\t(y ?y)\n\t\t(y-delta ?ydelta))\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background LIGHTGRAY)\n\t\t(raylib-begin-mode-2d 400 280 (integer ?x) (integer ?y))\n\t\t\t(raylib-draw-rectangle 0 0 1000 400 LIGHTGRAY) ;background\n\t\t\t(do-for-all-facts ((?s surface)) TRUE\n\t\t\t\t(raylib-draw-rectangle (nth$ 1 ?s:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 62, "edu_l1_label": "EDU_O"}, {"txt": "implied) (nth$ 2 ?s:", "language": "english", "position": {"atoms": [{"position_id": 193, "txt": "implied) (nth$ 2 ?s:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 63, "edu_l1_label": "EDU_O"}, {"txt": "implied) (nth$ 3 ?s:", "language": "english", "position": {"atoms": [{"position_id": 194, "txt": "implied) (nth$ 3 ?s:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 64, "edu_l1_label": "EDU_O"}, {"txt": "implied) (nth$ 4 ?s:", "language": "english", "position": {"atoms": [{"position_id": 195, "txt": "implied) (nth$ 4 ?s:", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 65, "edu_l1_label": "EDU_O"}, {"txt": "implied) GRAY))\t\t\t(raylib-draw-rectangle (- (integer ?x) 20) (- (integer ?y) 40) 40 40 RED) ;player\t\t(raylib-end-mode-2d)\t\t(raylib-draw-text \"Controls:\"", "language": "english", "position": {"atoms": [{"position_id": 196, "txt": "implied) GRAY))\n\n\t\t\t(raylib-draw-rectangle (- (integer ?x) 20) (- (integer ?y) 40) 40 40 RED) ;player\n\t\t(raylib-end-mode-2d)\n\n\t\t(raylib-draw-text \"Controls:\"", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 66, "edu_l1_label": "EDU_O"}, {"txt": " 20 20 10 BLACK)\t\t(raylib-draw-text \"- Right/Left to move\" 40 40 10 DARKGRAY)\t\t(raylib-draw-text \"- Space to jump\" 40 60 10 DARKGRAY)\t\t(raylib-draw-text \"- Mouse Wheel to Zoom in-out (not yet implemented), R to reset character\" 40 80 10 DARKGRAY)\t\t(raylib-draw-text \"- C to change camera mode (not yet implemented)\" 40 100 10 DARKGRAY)\t\t(raylib-draw-text \"Current camera mode:\"", "language": "english", "position": {"atoms": [{"position_id": 197, "txt": " 20 20 10 BLACK)\n\t\t(raylib-draw-text \"- Right/Left to move\" 40 40 10 DARKGRAY)\n\t\t(raylib-draw-text \"- Space to jump\" 40 60 10 DARKGRAY)\n\t\t(raylib-draw-text \"- Mouse Wheel to Zoom in-out (not yet implemented), R to reset character\" 40 80 10 DARKGRAY)\n\t\t(raylib-draw-text \"- C to change camera mode (not yet implemented)\" 40 100 10 DARKGRAY)\n\t\t(raylib-draw-text \"Current camera mode:\"", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 67, "edu_l1_label": "EDU_O"}, {"txt": " 20 120 10 BLACK)\t(raylib-end-drawing)\t(assert\t\t(frame-time (raylib-get-frame-time))\t\t(should-exit (raylib-window-should-close))))(defrule die\t(should-exit TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 198, "txt": " 20 120 10 BLACK)\n\t(raylib-end-drawing)\n\t(assert\n\t\t(frame-time (raylib-get-frame-time))\n\t\t(should-exit (raylib-window-should-close))))\n\n(defrule die\n\t(should-exit TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 68, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(reset)(assert\t(player)\t(frame-time 0)\t(should-exit FALSE))(raylib-set-target-fps 60)(run)", "language": "english", "position": {"atoms": [{"position_id": 199, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(reset)\n(assert\n\t(player)\n\t(frame-time 0)\n\t(should-exit FALSE))\n(raylib-set-target-fps 60)\n(run)", "x": "/html/body/div[6]"}]}, "tags": [], "label": "code", "web_segment_id": 19, "global_sentence_id": 69, "edu_l1_label": "EDU_O"}, {"txt": "(deffacts init\t(screen-width 800) (screen-height 450)\t(roundness 0.2)\t(width 200.0)\t(height 100.0)\t(segments 0.0)\t(thickness 1.0)\t(draw FALSE TRUE FALSE)\t(window-should-close FALSE))\t(raylib-init-window 800 450 \"CLIPSraylib [shapes] example - draw rectangle rounded\")(raylib-set-target-fps 60)(defrule begin-drawing\t(window-should-close FALSE)\t(not (drawing))\t=>\t(raylib-begin-drawing)\t\t(raylib-draw-fps 20 20)\t\t(raylib-draw-line 560 0 560 (raylib-get-screen-height) (raylib-fade LIGHTGRAY 0.6))\t\t(raylib-draw-rectangle 560 0 (- (raylib-get-screen-width) 500) (raylib-get-screen-height) (raylib-fade LIGHTGRAY 0.3))\t(assert (drawing)))(defrule draw-rect\t(drawing)\t(draw TRUE ?", "language": "english", "position": {"atoms": [{"position_id": 201, "txt": "(deffacts init\n\t(screen-width 800) (screen-height 450)\n\t(roundness 0.2)\n\t(width 200.0)\n\t(height 100.0)\n\t(segments 0.0)\n\t(thickness 1.0)\n\t(draw FALSE TRUE FALSE)\n\t(window-should-close FALSE))\n\t\n(raylib-init-window 800 450 \"CLIPSraylib [shapes] example - draw rectangle rounded\")\n(raylib-set-target-fps 60)\n\n(defrule begin-drawing\n\t(window-should-close FALSE)\n\t(not (drawing))\n\t=>\n\t(raylib-begin-drawing)\n\t\t(raylib-draw-fps 20 20)\n\t\t(raylib-draw-line 560 0 560 (raylib-get-screen-height) (raylib-fade LIGHTGRAY 0.6))\n\t\t(raylib-draw-rectangle 560 0 (- (raylib-get-screen-width) 500) (raylib-get-screen-height) (raylib-fade LIGHTGRAY 0.3))\n\t(assert (drawing)))\n\n\n(defrule draw-rect\n\t(drawing)\n\t(draw TRUE ?", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 70, "edu_l1_label": "EDU_O"}, {"txt": " ?)\t(height ?height)\t(width ?width)\t(screen-height ?screen-height)\t(screen-width ?screen-width)\t=>\t(raylib-draw-rectangle\t\t(integer (/ (- ?screen-width ?width 250) 2))\t\t(integer (/ (- ?screen-height ?height) 2))\t\t(integer ?width)\t\t(integer ?height)\t\t(raylib-fade GOLD 0.6))\t(assert (rectangle-drawn)))(defrule do-not-draw-rect\t(drawing)\t(draw FALSE ?", "language": "english", "position": {"atoms": [{"position_id": 202, "txt": " ?)\n\t(height ?height)\n\t(width ?width)\n\t(screen-height ?screen-height)\n\t(screen-width ?screen-width)\n\t=>\n\t(raylib-draw-rectangle\n\t\t(integer (/ (- ?screen-width ?width 250) 2))\n\t\t(integer (/ (- ?screen-height ?height) 2))\n\t\t(integer ?width)\n\t\t(integer ?height)\n\t\t(raylib-fade GOLD 0.6))\n\t(assert (rectangle-drawn)))\n\n(defrule do-not-draw-rect\n\t(drawing)\n\t(draw FALSE ?", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 71, "edu_l1_label": "EDU_O"}, {"txt": " ?)\t=>\t(assert (rectangle-drawn)))\t(defrule draw-rounded-rect\t(drawing)\t(draw ?", "language": "english", "position": {"atoms": [{"position_id": 203, "txt": " ?)\n\t=>\n\t(assert (rectangle-drawn)))\n\t\n(defrule draw-rounded-rect\n\t(drawing)\n\t(draw ?", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}, {"txt": " TRUE ?)\t(height ?height)\t(width ?width)\t(roundness ?roundness)\t(segments ?segments)\t(screen-width ?screen-width)\t(screen-height ?screen-height)\t=>\t(raylib-draw-rectangle-rounded\t\t(/ (- ?screen-width ?width 250) 2)\t\t(/ (- ?screen-height ?height) 2)\t\t?width\t\t?height\t\t?roundness\t\t(integer ?segments)\t\t(raylib-fade BLUE 0.9))\t(assert (rounded-rectangle-drawn)))(defrule do-not-draw-rounded-rect\t(drawing)\t(draw ?", "language": "english", "position": {"atoms": [{"position_id": 204, "txt": " TRUE ?)\n\t(height ?height)\n\t(width ?width)\n\t(roundness ?roundness)\n\t(segments ?segments)\n\t(screen-width ?screen-width)\n\t(screen-height ?screen-height)\n\t=>\n\t(raylib-draw-rectangle-rounded\n\t\t(/ (- ?screen-width ?width 250) 2)\n\t\t(/ (- ?screen-height ?height) 2)\n\t\t?width\n\t\t?height\n\t\t?roundness\n\t\t(integer ?segments)\n\t\t(raylib-fade BLUE 0.9))\n\t(assert (rounded-rectangle-drawn)))\n\n(defrule do-not-draw-rounded-rect\n\t(drawing)\n\t(draw ?", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 73, "edu_l1_label": "EDU_O"}, {"txt": " FALSE ?)\t=>\t(assert (rounded-rectangle-drawn)))\t(defrule draw-rounded-lines\t(drawing)\t(draw ?", "language": "english", "position": {"atoms": [{"position_id": 205, "txt": " FALSE ?)\n\t=>\n\t(assert (rounded-rectangle-drawn)))\n\t\n(defrule draw-rounded-lines\n\t(drawing)\n\t(draw ?", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 74, "edu_l1_label": "EDU_O"}, {"txt": " ?", "language": "english", "position": {"atoms": [{"position_id": 206, "txt": " ?", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 75, "edu_l1_label": "EDU_O"}, {"txt": " TRUE)\t(height ?height)\t(width ?width)\t(thickness ?thickness)\t(roundness ?roundness)\t(segments ?segments)\t(screen-height ?screen-height)\t(screen-width ?screen-width)\t=>\t(raylib-draw-rectangle-rounded-lines-ex\t\t(/ (- ?screen-width ?width 250) 2)\t\t(/ (- ?screen-height ?height) 2)\t\t?width\t\t?height\t\t?roundness\t\t(integer ?segments)\t\t?thickness\t\tRED)\t(assert (rounded-rectangle-with-lines-drawn)))(defrule do-not-draw-rounded-lines\t(drawing)\t(draw ?", "language": "english", "position": {"atoms": [{"position_id": 207, "txt": " TRUE)\n\t(height ?height)\n\t(width ?width)\n\t(thickness ?thickness)\n\t(roundness ?roundness)\n\t(segments ?segments)\n\t(screen-height ?screen-height)\n\t(screen-width ?screen-width)\n\t=>\n\t(raylib-draw-rectangle-rounded-lines-ex\n\t\t(/ (- ?screen-width ?width 250) 2)\n\t\t(/ (- ?screen-height ?height) 2)\n\t\t?width\n\t\t?height\n\t\t?roundness\n\t\t(integer ?segments)\n\t\t?thickness\n\t\tRED)\n\t(assert (rounded-rectangle-with-lines-drawn)))\n\n(defrule do-not-draw-rounded-lines\n\t(drawing)\n\t(draw ?", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 76, "edu_l1_label": "EDU_O"}, {"txt": " ?", "language": "english", "position": {"atoms": [{"position_id": 208, "txt": " ?", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 77, "edu_l1_label": "EDU_O"}, {"txt": " FALSE)\t=>\t(assert (rounded-rectangle-with-lines-drawn)))\t(defrule end-drawing\t?d <- (drawing)\t?rd <- (rectangle-drawn)\t?rrd <- (rounded-rectangle-drawn)\t?rrld <- (rounded-rectangle-with-lines-drawn)\t?w <- (width ?width)\t?h <- (height ?height)\t?r <- (roundness ?roundness)\t?t <- (thickness ?thickness)\t?s <- (segments ?segments)\t?f <- (window-should-close FALSE)\t?dr <- (draw ?rect ?rounded ?lines)\t=>\t(retract ?d ?rd ?rrd ?rrld ?w ?h ?r ?t ?s ?f ?dr)\t(assert\t\t(window-should-close (raylib-window-should-close))\t\t(width\t\t\t(raylib-gui-slider-bar\t\t\t\t640 40 105 20\t\t\t\t\"Width\"\t\t\t\t(format nil \"%.2f\" ?width)\t\t\t\t?width\t\t\t\t0.0\t\t\t\t(float (- (raylib-get-screen-width) 300))))\t\t(height\t\t\t(raylib-gui-slider-bar\t\t\t\t640 70 105 20\t\t\t\t\"Height\"\t\t\t\t(format nil \"%.2f\" ?height)\t\t\t\t?height\t\t\t\t0.0\t\t\t\t(float (- (raylib-get-screen-height) 50))))\t\t(roundness\t\t\t(raylib-gui-slider-bar\t\t\t\t640 140 105 20\t\t\t\t\"Roundness\"\t\t\t\t(format nil \"%.2f\" ?roundness)\t\t\t\t?roundness\t\t\t\t0.0 1.0))\t\t(thickness\t\t\t(raylib-gui-slider-bar\t\t\t\t640 170 105 20\t\t\t\t\"Thickness\"\t\t\t\t(format nil \"%.2f\" ?thickness)\t\t\t\t?thickness\t\t\t\t0.0 20.0))\t\t(segments\t\t\t(raylib-gui-slider-bar\t\t\t\t640 240 105 20\t\t\t\t\"Segments\"\t\t\t\t(format nil \"%.2f\" ?segments)\t\t\t\t?segments\t\t\t\t0.0 60.0))\t\t(draw\t\t\t(raylib-gui-check-box\t\t\t\t640 320 20 20\t\t\t\t\"DrawRect\"\t\t\t\t?rect)\t\t\t(raylib-gui-check-box\t\t\t\t640 350 20 20\t\t\t\t\"DrawRoundedRect\"\t\t\t\t?rounded)\t\t\t(raylib-gui-check-box\t\t\t\t640 380 20 20\t\t\t\t\"DrawRoundedLines\"\t\t\t\t?lines)))\t\t(raylib-clear-background WHITE)\t(raylib-end-drawing))(defrule die\t(window-should-close TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 209, "txt": " FALSE)\n\t=>\n\t(assert (rounded-rectangle-with-lines-drawn)))\n\t\n(defrule end-drawing\n\t?d <- (drawing)\n\t?rd <- (rectangle-drawn)\n\t?rrd <- (rounded-rectangle-drawn)\n\t?rrld <- (rounded-rectangle-with-lines-drawn)\n\t?w <- (width ?width)\n\t?h <- (height ?height)\n\t?r <- (roundness ?roundness)\n\t?t <- (thickness ?thickness)\n\t?s <- (segments ?segments)\n\t?f <- (window-should-close FALSE)\n\t?dr <- (draw ?rect ?rounded ?lines)\n\t=>\n\t(retract ?d ?rd ?rrd ?rrld ?w ?h ?r ?t ?s ?f ?dr)\n\t(assert\n\t\t(window-should-close (raylib-window-should-close))\n\t\t(width\n\t\t\t(raylib-gui-slider-bar\n\t\t\t\t640 40 105 20\n\t\t\t\t\"Width\"\n\t\t\t\t(format nil \"%.2f\" ?width)\n\t\t\t\t?width\n\t\t\t\t0.0\n\t\t\t\t(float (- (raylib-get-screen-width) 300))))\n\t\t(height\n\t\t\t(raylib-gui-slider-bar\n\t\t\t\t640 70 105 20\n\t\t\t\t\"Height\"\n\t\t\t\t(format nil \"%.2f\" ?height)\n\t\t\t\t?height\n\t\t\t\t0.0\n\t\t\t\t(float (- (raylib-get-screen-height) 50))))\n\t\t(roundness\n\t\t\t(raylib-gui-slider-bar\n\t\t\t\t640 140 105 20\n\t\t\t\t\"Roundness\"\n\t\t\t\t(format nil \"%.2f\" ?roundness)\n\t\t\t\t?roundness\n\t\t\t\t0.0 1.0))\n\t\t(thickness\n\t\t\t(raylib-gui-slider-bar\n\t\t\t\t640 170 105 20\n\t\t\t\t\"Thickness\"\n\t\t\t\t(format nil \"%.2f\" ?thickness)\n\t\t\t\t?thickness\n\t\t\t\t0.0 20.0))\n\t\t(segments\n\t\t\t(raylib-gui-slider-bar\n\t\t\t\t640 240 105 20\n\t\t\t\t\"Segments\"\n\t\t\t\t(format nil \"%.2f\" ?segments)\n\t\t\t\t?segments\n\t\t\t\t0.0 60.0))\n\t\t(draw\n\t\t\t(raylib-gui-check-box\n\t\t\t\t640 320 20 20\n\t\t\t\t\"DrawRect\"\n\t\t\t\t?rect)\n\t\t\t(raylib-gui-check-box\n\t\t\t\t640 350 20 20\n\t\t\t\t\"DrawRoundedRect\"\n\t\t\t\t?rounded)\n\t\t\t(raylib-gui-check-box\n\t\t\t\t640 380 20 20\n\t\t\t\t\"DrawRoundedLines\"\n\t\t\t\t?lines)))\n\t\t(raylib-clear-background WHITE)\n\t(raylib-end-drawing))\n\n(defrule die\n\t(window-should-close TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 78, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(reset)(run)", "language": "english", "position": {"atoms": [{"position_id": 210, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(reset)\n(run)", "x": "/html/body/div[7]"}]}, "tags": [], "label": "code", "web_segment_id": 20, "global_sentence_id": 79, "edu_l1_label": "EDU_O"}, {"txt": "(raylib-init-window 800 450 \"CLIPSraylib [shapes] example - raylib logo animation\")(raylib-set-target-fps 60)(deffacts init\t(logoPositionX (integer (- (/ (raylib-get-screen-width) 2) 128)))\t(logoPositionY (integer (- (/ (raylib-get-screen-height) 2) 128)))\t(framesCounter 0)\t(lettersAppearingFramesCounter 0)\t(lettersCount 0)\t(topSideRecWidth 16)\t(leftSideRecHeight 16)\t(bottomSideRecWidth 16)\t(rightSideRecHeight 16)\t(alpha 1.0)\t(replay FALSE)\t(WindowShouldClose FALSE))(defrule reset-and-replay\t(alpha ?alpha&:", "language": "english", "position": {"atoms": [{"position_id": 212, "txt": "(raylib-init-window 800 450 \"CLIPSraylib [shapes] example - raylib logo animation\")\n(raylib-set-target-fps 60)\n\n(deffacts init\n\t(logoPositionX (integer (- (/ (raylib-get-screen-width) 2) 128)))\n\t(logoPositionY (integer (- (/ (raylib-get-screen-height) 2) 128)))\n\t(framesCounter 0)\n\t(lettersAppearingFramesCounter 0)\n\t(lettersCount 0)\n\n\t(topSideRecWidth 16)\n\t(leftSideRecHeight 16)\n\n\t(bottomSideRecWidth 16)\n\t(rightSideRecHeight 16)\n\n\t(alpha 1.0)\n\t(replay FALSE)\n\t(WindowShouldClose FALSE))\n\n(defrule reset-and-replay\n\t(alpha ?alpha&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 80, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?alpha 0))\t?r <- (replay TRUE)\t=>\t(reset))(defrule start-drawing\t?w <- (WindowShouldClose FALSE)\t(not (drawing))\t=>\t(retract ?w)\t(assert\t\t(drawing)\t\t(WindowShouldClose (raylib-window-should-close)))\t(raylib-begin-drawing)\t\t(raylib-clear-background RAYWHITE))(defrule small-box-blinking-on\t(logoPositionX ?logoPositionX)\t(logoPositionY ?logoPositionY)\t(drawing)\t(not (done-drawing))\t?f <- (framesCounter ?frames&:", "language": "english", "position": {"atoms": [{"position_id": 213, "txt": "(<= ?alpha 0))\n\t?r <- (replay TRUE)\n\t=>\n\t(reset))\n\n(defrule start-drawing\n\t?w <- (WindowShouldClose FALSE)\n\t(not (drawing))\n\t=>\n\t(retract ?w)\n\t(assert\n\t\t(drawing)\n\t\t(WindowShouldClose (raylib-window-should-close)))\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background RAYWHITE))\n\n(defrule small-box-blinking-on\n\t(logoPositionX ?logoPositionX)\n\t(logoPositionY ?logoPositionY)\n\t(drawing)\n\t(not (done-drawing))\n\t?f <- (framesCounter ?frames&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 81, "edu_l1_label": "EDU_O"}, {"txt": "(< ?frames 120))\t(WindowShouldClose FALSE)\t(test (> (mod (/ ?frames 15) 2) 0))\t=>\t\t(raylib-draw-rectangle ?logoPositionX ?logoPositionY 16 16 BLACK)\t(retract ?f)\t(assert\t\t(framesCounter (+ 1 ?frames))))(defrule small-box-blinking-off\t(logoPositionX ?logoPositionX)\t(logoPositionY ?logoPositionY)\t(drawing)\t(not (done-drawing))\t?f <- (framesCounter ?frames&:", "language": "english", "position": {"atoms": [{"position_id": 214, "txt": "(< ?frames 120))\n\t(WindowShouldClose FALSE)\n\t(test (> (mod (/ ?frames 15) 2) 0))\n\t=>\n\t\t(raylib-draw-rectangle ?logoPositionX ?logoPositionY 16 16 BLACK)\n\t(retract ?f)\n\t(assert\n\t\t(framesCounter (+ 1 ?frames))))\n\n(defrule small-box-blinking-off\n\t(logoPositionX ?logoPositionX)\n\t(logoPositionY ?logoPositionY)\n\t(drawing)\n\t(not (done-drawing))\n\t?f <- (framesCounter ?frames&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 82, "edu_l1_label": "EDU_O"}, {"txt": "(< ?frames 120))\t(WindowShouldClose FALSE)\t(test (= (mod (/ ?frames 15) 2) 0))\t=>\t(retract ?f)\t(assert\t\t(framesCounter (+ 1 ?frames))))(defrule top-and-left-bars-growing\t(logoPositionX ?logoPositionX)\t(logoPositionY ?logoPositionY)\t(drawing)\t(not (done-drawing))\t(framesCounter 120)\t(WindowShouldClose FALSE)\t?t <- (topSideRecWidth ?topSideRecWidth&:", "language": "english", "position": {"atoms": [{"position_id": 215, "txt": "(< ?frames 120))\n\t(WindowShouldClose FALSE)\n\t(test (= (mod (/ ?frames 15) 2) 0))\n\t=>\n\t(retract ?f)\n\t(assert\n\t\t(framesCounter (+ 1 ?frames))))\n\n(defrule top-and-left-bars-growing\n\t(logoPositionX ?logoPositionX)\n\t(logoPositionY ?logoPositionY)\n\t(drawing)\n\t(not (done-drawing))\n\t(framesCounter 120)\n\t(WindowShouldClose FALSE)\n\t?t <- (topSideRecWidth ?topSideRecWidth&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 83, "edu_l1_label": "EDU_O"}, {"txt": "(< ?topSideRecWidth 256))\t?l <- (leftSideRecHeight ?leftSideRecHeight)\t=> (raylib-draw-rectangle ?logoPositionX ?logoPositionY ?topSideRecWidth 16 BLACK) (raylib-draw-rectangle ?logoPositionX ?logoPositionY 16 ?leftSideRecHeight BLACK)\t(retract ?t ?l)\t(assert\t\t(done-drawing)\t\t(topSideRecWidth (+ ?topSideRecWidth 4))\t\t(leftSideRecHeight (+ ?leftSideRecHeight 4))))(defrule bottom-and-right-bars-growing\t(logoPositionX ?logoPositionX)\t(logoPositionY ?logoPositionY)\t(drawing)\t(not (done-drawing))\t(framesCounter 120)\t(WindowShouldClose FALSE)\t(topSideRecWidth 256)\t(leftSideRecHeight ?leftSideRecHeight)\t?b <- (bottomSideRecWidth ?bottomSideRecWidth&:", "language": "english", "position": {"atoms": [{"position_id": 216, "txt": "(< ?topSideRecWidth 256))\n\t?l <- (leftSideRecHeight ?leftSideRecHeight)\n\t=>\n (raylib-draw-rectangle ?logoPositionX ?logoPositionY ?topSideRecWidth 16 BLACK)\n (raylib-draw-rectangle ?logoPositionX ?logoPositionY 16 ?leftSideRecHeight BLACK)\n\t(retract ?t ?l)\n\t(assert\n\t\t(done-drawing)\n\t\t(topSideRecWidth (+ ?topSideRecWidth 4))\n\t\t(leftSideRecHeight (+ ?leftSideRecHeight 4))))\n\n(defrule bottom-and-right-bars-growing\n\t(logoPositionX ?logoPositionX)\n\t(logoPositionY ?logoPositionY)\n\t(drawing)\n\t(not (done-drawing))\n\t(framesCounter 120)\n\t(WindowShouldClose FALSE)\n\t(topSideRecWidth 256)\n\t(leftSideRecHeight ?leftSideRecHeight)\n\t?b <- (bottomSideRecWidth ?bottomSideRecWidth&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 84, "edu_l1_label": "EDU_O"}, {"txt": "(< ?bottomSideRecWidth 256))\t?r <- (rightSideRecHeight ?rightSideRecHeight)\t=> (raylib-draw-rectangle ?logoPositionX ?logoPositionY 256 16 BLACK) (raylib-draw-rectangle ?logoPositionX ?logoPositionY 16 ?leftSideRecHeight BLACK) (raylib-draw-rectangle (+ 240 ?logoPositionX) ?logoPositionY 16 ?rightSideRecHeight BLACK) (raylib-draw-rectangle ?logoPositionX (+ 240 ?logoPositionY) ?bottomSideRecWidth 16 BLACK)\t(retract ?b ?r)\t(assert\t\t(done-drawing)\t\t(bottomSideRecWidth (+ 4 ?bottomSideRecWidth))\t\t(rightSideRecHeight (+ 4 ?rightSideRecHeight))))(defrule one-more-letter\t(drawing)\t(not (done-drawing))\t(framesCounter 120)\t?c <- (lettersCount ?count&:", "language": "english", "position": {"atoms": [{"position_id": 217, "txt": "(< ?bottomSideRecWidth 256))\n\t?r <- (rightSideRecHeight ?rightSideRecHeight)\n\t=>\n (raylib-draw-rectangle ?logoPositionX ?logoPositionY 256 16 BLACK)\n (raylib-draw-rectangle ?logoPositionX ?logoPositionY 16 ?leftSideRecHeight BLACK)\n\n (raylib-draw-rectangle (+ 240 ?logoPositionX) ?logoPositionY 16 ?rightSideRecHeight BLACK)\n (raylib-draw-rectangle ?logoPositionX (+ 240 ?logoPositionY) ?bottomSideRecWidth 16 BLACK)\n\t(retract ?b ?r)\n\t(assert\n\t\t(done-drawing)\n\t\t(bottomSideRecWidth (+ 4 ?bottomSideRecWidth))\n\t\t(rightSideRecHeight (+ 4 ?rightSideRecHeight))))\n\n(defrule one-more-letter\n\t(drawing)\n\t(not (done-drawing))\n\t(framesCounter 120)\n\t?c <- (lettersCount ?count&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 85, "edu_l1_label": "EDU_O"}, {"txt": "(< ?count 10))\t?l <- (lettersAppearingFramesCounter 12)\t(WindowShouldClose FALSE)\t(bottomSideRecWidth 256)\t(not (draw-letters))\t=>\t(retract ?c ?l)\t(assert\t\t(lettersAppearingFramesCounter 0)\t\t(lettersCount (+ 1 ?count))\t\t(draw-letters)))(defrule same-amount-of-letters\t(drawing)\t(not (done-drawing))\t(framesCounter 120)\t(lettersCount ?count&:", "language": "english", "position": {"atoms": [{"position_id": 218, "txt": "(< ?count 10))\n\t?l <- (lettersAppearingFramesCounter 12)\n\t(WindowShouldClose FALSE)\n\t(bottomSideRecWidth 256)\n\t(not (draw-letters))\n\t=>\n\t(retract ?c ?l)\n\t(assert\n\t\t(lettersAppearingFramesCounter 0)\n\t\t(lettersCount (+ 1 ?count))\n\t\t(draw-letters)))\n\n(defrule same-amount-of-letters\n\t(drawing)\n\t(not (done-drawing))\n\t(framesCounter 120)\n\t(lettersCount ?count&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 86, "edu_l1_label": "EDU_O"}, {"txt": "(< ?count 10))\t?l <- (lettersAppearingFramesCounter ?frames&~12)\t(WindowShouldClose FALSE)\t(bottomSideRecWidth 256)\t(not (draw-letters))\t=>\t(retract ?l)\t(assert\t\t(draw-letters)\t\t(lettersAppearingFramesCounter (+ 1 ?frames))))(defrule letters-appearing\t(logoPositionX ?logoPositionX)\t(logoPositionY ?logoPositionY)\t(drawing)\t(not (done-drawing))\t(framesCounter 120)\t(lettersCount ?lettersCount)\t(WindowShouldClose FALSE)\t(bottomSideRecWidth 256)\t(rightSideRecHeight ?rightSideRecHeight)\t(leftSideRecHeight ?leftSideRecHeight)\t(alpha ?alpha&:", "language": "english", "position": {"atoms": [{"position_id": 219, "txt": "(< ?count 10))\n\t?l <- (lettersAppearingFramesCounter ?frames&~12)\n\t(WindowShouldClose FALSE)\n\t(bottomSideRecWidth 256)\n\t(not (draw-letters))\n\t=>\n\t(retract ?l)\n\t(assert\n\t\t(draw-letters)\n\t\t(lettersAppearingFramesCounter (+ 1 ?frames))))\n\n(defrule letters-appearing\n\t(logoPositionX ?logoPositionX)\n\t(logoPositionY ?logoPositionY)\n\t(drawing)\n\t(not (done-drawing))\n\t(framesCounter 120)\n\t(lettersCount ?lettersCount)\n\t(WindowShouldClose FALSE)\n\t(bottomSideRecWidth 256)\n\t(rightSideRecHeight ?rightSideRecHeight)\n\t(leftSideRecHeight ?leftSideRecHeight)\n\t(alpha ?alpha&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 87, "edu_l1_label": "EDU_O"}, {"txt": "(> ?alpha 0))\t(or\t\t(test (= ?lettersCount 10))\t\t(exists (draw-letters)))\t=> (raylib-draw-rectangle ?logoPositionX ?logoPositionY 256 16 (raylib-fade BLACK ?alpha)) (raylib-draw-rectangle ?logoPositionX (+ ?logoPositionY 16) 16 (- ?leftSideRecHeight 32) (raylib-fade BLACK ?alpha)) (raylib-draw-rectangle (+ 240 ?logoPositionX) (+ 16 ?logoPositionY) 16 (- ?rightSideRecHeight 32) (raylib-fade BLACK ?alpha)) (raylib-draw-rectangle ?logoPositionX (+ 240 ?logoPositionY) 256 16 (raylib-fade BLACK ?alpha))\t\t(raylib-draw-rectangle\t\t\t(integer (- (/ (raylib-get-screen-width) 2) 112))\t\t\t(integer (- (/ (raylib-get-screen-height) 2) 112))\t\t\t224 224 (raylib-fade RAYWHITE ?alpha))\t\t(raylib-draw-text\t\t\t(sub-string 0 ?lettersCount raylib)\t\t\t(integer (- (/ (raylib-get-screen-width) 2) 44))\t\t\t(integer (+ (/ (raylib-get-screen-height) 2) 48))\t\t\t50\t\t\t(raylib-fade BLACK ?alpha))\t(assert (ready-to-fade)))(defrule wait-to-fade\t(lettersCount ~10)\t(alpha ?alpha&:", "language": "english", "position": {"atoms": [{"position_id": 220, "txt": "(> ?alpha 0))\n\t(or\n\t\t(test (= ?lettersCount 10))\n\t\t(exists (draw-letters)))\n\t=>\n (raylib-draw-rectangle ?logoPositionX ?logoPositionY 256 16 (raylib-fade BLACK ?alpha))\n (raylib-draw-rectangle ?logoPositionX (+ ?logoPositionY 16) 16 (- ?leftSideRecHeight 32) (raylib-fade BLACK ?alpha))\n\n (raylib-draw-rectangle (+ 240 ?logoPositionX) (+ 16 ?logoPositionY) 16 (- ?rightSideRecHeight 32) (raylib-fade BLACK ?alpha))\n (raylib-draw-rectangle ?logoPositionX (+ 240 ?logoPositionY) 256 16 (raylib-fade BLACK ?alpha))\n\n\t\t(raylib-draw-rectangle\n\t\t\t(integer (- (/ (raylib-get-screen-width) 2) 112))\n\t\t\t(integer (- (/ (raylib-get-screen-height) 2) 112))\n\t\t\t224 224 (raylib-fade RAYWHITE ?alpha))\n\n\t\t(raylib-draw-text\n\t\t\t(sub-string 0 ?lettersCount raylib)\n\t\t\t(integer (- (/ (raylib-get-screen-width) 2) 44))\n\t\t\t(integer (+ (/ (raylib-get-screen-height) 2) 48))\n\t\t\t50\n\t\t\t(raylib-fade BLACK ?alpha))\n\t(assert (ready-to-fade)))\n\n(defrule wait-to-fade\n\t(lettersCount ~10)\n\t(alpha ?alpha&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 88, "edu_l1_label": "EDU_O"}, {"txt": "(> ?alpha 0))\t(drawing)\t(not (done-drawing))\t(ready-to-fade)\t?d <- (draw-letters)\t=>\t(retract ?d)\t(assert (done-drawing)))(defrule fade-out\t(lettersCount 10)\t?a <- (alpha ?alpha&:", "language": "english", "position": {"atoms": [{"position_id": 221, "txt": "(> ?alpha 0))\n\t(drawing)\n\t(not (done-drawing))\n\t(ready-to-fade)\n\t?d <- (draw-letters)\n\t=>\n\t(retract ?d)\n\t(assert (done-drawing)))\n\n(defrule fade-out\n\t(lettersCount 10)\n\t?a <- (alpha ?alpha&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 89, "edu_l1_label": "EDU_O"}, {"txt": "(> ?alpha 0))\t(drawing)\t(not (done-drawing))\t?r <- (ready-to-fade)\t=>\t(retract ?a ?r)\t(assert\t\t(alpha (- ?alpha 0.02))\t\t(done-drawing)))(defrule describe-replay\t(lettersCount 10)\t(drawing)\t(not (done-drawing))\t(alpha ?alpha&:", "language": "english", "position": {"atoms": [{"position_id": 222, "txt": "(> ?alpha 0))\n\t(drawing)\n\t(not (done-drawing))\n\t?r <- (ready-to-fade)\n\t=>\n\t(retract ?a ?r)\n\t(assert\n\t\t(alpha (- ?alpha 0.02))\n\t\t(done-drawing)))\n\n(defrule describe-replay\n\t(lettersCount 10)\n\t(drawing)\n\t(not (done-drawing))\n\t(alpha ?alpha&:", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 90, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?alpha 0))\t?r <- (replay FALSE)\t=>\t\t(raylib-draw-text \"[R] REPLAY\" 340 200 20 GRAY)\t(retract ?r)\t(assert\t\t(done-drawing)\t\t(replay (raylib-is-key-pressed KEY_R))))(defrule end-drawing\t?d <- (drawing)\t?dd <- (done-drawing)\t=>\t(raylib-end-drawing)\t(retract ?d ?dd))(defrule die\t(WindowShouldClose TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 223, "txt": "(<= ?alpha 0))\n\t?r <- (replay FALSE)\n\t=>\n\t\t(raylib-draw-text \"[R] REPLAY\" 340 200 20 GRAY)\n\t(retract ?r)\n\t(assert\n\t\t(done-drawing)\n\t\t(replay (raylib-is-key-pressed KEY_R))))\n\n(defrule end-drawing\n\t?d <- (drawing)\n\t?dd <- (done-drawing)\n\t=>\n\t(raylib-end-drawing)\n\t(retract ?d ?dd))\n\n(defrule die\n\t(WindowShouldClose TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 91, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(reset)(run)", "language": "english", "position": {"atoms": [{"position_id": 224, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(reset)\n(run)", "x": "/html/body/div[8]"}]}, "tags": [], "label": "code", "web_segment_id": 21, "global_sentence_id": 92, "edu_l1_label": "EDU_O"}, {"txt": "(deffacts pixels\t(map-tile-size 32)\t(player-size 16)\t(player-tile-visibility 2))(deffacts map\t(tiles-x 25)\t(tiles-y 15))(deffacts player\t(player-position 180 130))(deffacts init\t(texture (raylib-load-render-texture 25 15))\t(window-should-close FALSE)\t(KEY_RIGHT FALSE)\t(KEY_LEFT FALSE)\t(KEY_DOWN FALSE)\t(KEY_UP FALSE))(raylib-init-window 800 450 \"CLIPSraylib [textures] example - fog of war\")(raylib-set-target-fps 60)(defrule init\t(declare (salience 1))\t(texture ?", "language": "english", "position": {"atoms": [{"position_id": 226, "txt": "(deffacts pixels\n\t(map-tile-size 32)\n\t(player-size 16)\n\t(player-tile-visibility 2))\n\n(deffacts map\n\t(tiles-x 25)\n\t(tiles-y 15))\n\n(deffacts player\n\t(player-position 180 130))\n\n(deffacts init\n\t(texture (raylib-load-render-texture 25 15))\n\t(window-should-close FALSE)\n\t(KEY_RIGHT FALSE)\n\t(KEY_LEFT FALSE)\n\t(KEY_DOWN FALSE)\n\t(KEY_UP FALSE))\n\n(raylib-init-window 800 450 \"CLIPSraylib [textures] example - fog of war\")\n(raylib-set-target-fps 60)\n\n(defrule init\n\t(declare (salience 1))\n\t(texture ?", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 93, "edu_l1_label": "EDU_O"}, {"txt": " ?id ?width ?height ?mipmaps ?format ?", "language": "english", "position": {"atoms": [{"position_id": 227, "txt": " ?id ?width ?height ?mipmaps ?format ?", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 94, "edu_l1_label": "EDU_O"}, {"txt": " ?", "language": "english", "position": {"atoms": [{"position_id": 228, "txt": " ?", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 95, "edu_l1_label": "EDU_O"}, {"txt": " ?", "language": "english", "position": {"atoms": [{"position_id": 229, "txt": " ?", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": " ?", "language": "english", "position": {"atoms": [{"position_id": 230, "txt": " ?", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 97, "edu_l1_label": "EDU_O"}, {"txt": " ?)\t=>\t(raylib-set-texture-filter\t\t?id ?width ?height ?mipmaps ?format TEXTURE_FILTER_BILINEAR))(defrule determine-player-tile-x-y\t(map-tile-size ?MAP_TILE_SIZE)\t(player-position ?x ?y)\t=>\t(assert\t\t(player-tile-x (integer (/ (+ ?x (/ ?MAP_TILE_SIZE 2)) ?MAP_TILE_SIZE)))\t\t(player-tile-y (integer (/ (+ ?y (/ ?MAP_TILE_SIZE 2)) ?MAP_TILE_SIZE)))))(defrule move-right\t(tiles-x ?tiles-x)\t(map-tile-size ?map-tile-size)\t(player-size ?player-size)\t?f <- (KEY_RIGHT TRUE)\t?p <- (player-position ?x&:", "language": "english", "position": {"atoms": [{"position_id": 231, "txt": " ?)\n\t=>\n\t(raylib-set-texture-filter\n\t\t?id ?width ?height ?mipmaps ?format TEXTURE_FILTER_BILINEAR))\n\n(defrule determine-player-tile-x-y\n\t(map-tile-size ?MAP_TILE_SIZE)\n\t(player-position ?x ?y)\n\t=>\n\t(assert\n\t\t(player-tile-x (integer (/ (+ ?x (/ ?MAP_TILE_SIZE 2)) ?MAP_TILE_SIZE)))\n\t\t(player-tile-y (integer (/ (+ ?y (/ ?MAP_TILE_SIZE 2)) ?MAP_TILE_SIZE)))))\n\n(defrule move-right\n\t(tiles-x ?tiles-x)\n\t(map-tile-size ?map-tile-size)\n\t(player-size ?player-size)\n\t?f <- (KEY_RIGHT TRUE)\n\t?p <- (player-position ?x&:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 98, "edu_l1_label": "EDU_O"}, {"txt": "(< (+ ?x ?player-size) (* ?tiles-x ?map-tile-size)) ?y)\t?ptx <- (player-tile-x ?)\t?pty <- (player-tile-y ?)\t=>\t(retract ?f ?p ?ptx ?pty)\t(assert\t\t(KEY_RIGHT FALSE)\t\t(player-position (+ 5 ?x) ?y)))(defrule cannot-move-right\t(tiles-x ?tiles-x)\t(map-tile-size ?map-tile-size)\t(player-size ?player-size)\t?f <- (KEY_RIGHT TRUE)\t?p <- (player-position ?x&:", "language": "english", "position": {"atoms": [{"position_id": 232, "txt": "(< (+ ?x ?player-size) (* ?tiles-x ?map-tile-size)) ?y)\n\t?ptx <- (player-tile-x ?)\n\t?pty <- (player-tile-y ?)\n\t=>\n\t(retract ?f ?p ?ptx ?pty)\n\t(assert\n\t\t(KEY_RIGHT FALSE)\n\t\t(player-position (+ 5 ?x) ?y)))\n\n(defrule cannot-move-right\n\t(tiles-x ?tiles-x)\n\t(map-tile-size ?map-tile-size)\n\t(player-size ?player-size)\n\t?f <- (KEY_RIGHT TRUE)\n\t?p <- (player-position ?x&:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 99, "edu_l1_label": "EDU_O"}, {"txt": "(>= (+ ?x ?player-size) (* ?tiles-x ?map-tile-size)) ?y)\t?ptx <- (player-tile-x ?)\t?pty <- (player-tile-y ?)\t=>\t(retract ?f ?p ?ptx ?pty)\t(assert\t\t(KEY_RIGHT FALSE)\t\t(player-position (* ?tiles-x ?map-tile-size) ?y)))(defrule move-left\t(tiles-x ?tiles-x)\t(map-tile-size ?map-tile-size)\t(player-size ?player-size)\t?f <- (KEY_LEFT TRUE)\t?p <- (player-position ?x&:", "language": "english", "position": {"atoms": [{"position_id": 233, "txt": "(>= (+ ?x ?player-size) (* ?tiles-x ?map-tile-size)) ?y)\n\t?ptx <- (player-tile-x ?)\n\t?pty <- (player-tile-y ?)\n\t=>\n\t(retract ?f ?p ?ptx ?pty)\n\t(assert\n\t\t(KEY_RIGHT FALSE)\n\t\t(player-position (* ?tiles-x ?map-tile-size) ?y)))\n\n(defrule move-left\n\t(tiles-x ?tiles-x)\n\t(map-tile-size ?map-tile-size)\n\t(player-size ?player-size)\n\t?f <- (KEY_LEFT TRUE)\n\t?p <- (player-position ?x&:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 100, "edu_l1_label": "EDU_O"}, {"txt": "(> (+ ?x ?player-size) 0) ?y)\t?ptx <- (player-tile-x ?)\t?pty <- (player-tile-y ?)\t=>\t(retract ?f ?p ?ptx ?pty)\t(assert\t\t(KEY_LEFT FALSE)\t\t(player-position (- ?x 5) ?y)))(defrule cannot-move-left\t(tiles-x ?tiles-x)\t(map-tile-size ?map-tile-size)\t(player-size ?player-size)\t?f <- (KEY_LEFT TRUE)\t?p <- (player-position ?x&:", "language": "english", "position": {"atoms": [{"position_id": 234, "txt": "(> (+ ?x ?player-size) 0) ?y)\n\t?ptx <- (player-tile-x ?)\n\t?pty <- (player-tile-y ?)\n\t=>\n\t(retract ?f ?p ?ptx ?pty)\n\t(assert\n\t\t(KEY_LEFT FALSE)\n\t\t(player-position (- ?x 5) ?y)))\n\n(defrule cannot-move-left\n\t(tiles-x ?tiles-x)\n\t(map-tile-size ?map-tile-size)\n\t(player-size ?player-size)\n\t?f <- (KEY_LEFT TRUE)\n\t?p <- (player-position ?x&:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 101, "edu_l1_label": "EDU_O"}, {"txt": "(<= (+ ?x ?player-size) 0) ?y)\t?ptx <- (player-tile-x ?)\t?pty <- (player-tile-y ?)\t=>\t(retract ?f ?p ?ptx ?pty)\t(assert\t\t(KEY_LEFT FALSE)\t\t(player-position 0 ?y)))(defrule move-down\t(tiles-y ?tiles-y)\t(map-tile-size ?map-tile-size)\t(player-size ?player-size)\t?f <- (KEY_DOWN TRUE)\t?p <- (player-position ?x ?y&:", "language": "english", "position": {"atoms": [{"position_id": 235, "txt": "(<= (+ ?x ?player-size) 0) ?y)\n\t?ptx <- (player-tile-x ?)\n\t?pty <- (player-tile-y ?)\n\t=>\n\t(retract ?f ?p ?ptx ?pty)\n\t(assert\n\t\t(KEY_LEFT FALSE)\n\t\t(player-position 0 ?y)))\n\n(defrule move-down\n\t(tiles-y ?tiles-y)\n\t(map-tile-size ?map-tile-size)\n\t(player-size ?player-size)\n\t?f <- (KEY_DOWN TRUE)\n\t?p <- (player-position ?x ?y&:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 102, "edu_l1_label": "EDU_O"}, {"txt": "(< (+ ?y ?player-size) (* ?tiles-y ?map-tile-size)))\t?ptx <- (player-tile-x ?)\t?pty <- (player-tile-y ?)\t=>\t(retract ?f ?p ?ptx ?pty)\t(assert\t\t(KEY_DOWN FALSE)\t\t(player-position ?x (+ 5 ?y))))(defrule cannot-move-down\t(tiles-y ?tiles-y)\t(map-tile-size ?map-tile-size)\t(player-size ?player-size)\t?f <- (KEY_DOWN TRUE)\t?p <- (player-position ?x ?y&:", "language": "english", "position": {"atoms": [{"position_id": 236, "txt": "(< (+ ?y ?player-size) (* ?tiles-y ?map-tile-size)))\n\t?ptx <- (player-tile-x ?)\n\t?pty <- (player-tile-y ?)\n\t=>\n\t(retract ?f ?p ?ptx ?pty)\n\t(assert\n\t\t(KEY_DOWN FALSE)\n\t\t(player-position ?x (+ 5 ?y))))\n\n(defrule cannot-move-down\n\t(tiles-y ?tiles-y)\n\t(map-tile-size ?map-tile-size)\n\t(player-size ?player-size)\n\t?f <- (KEY_DOWN TRUE)\n\t?p <- (player-position ?x ?y&:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 103, "edu_l1_label": "EDU_O"}, {"txt": "(>= (+ ?y ?player-size) (* ?tiles-y ?map-tile-size)))\t?ptx <- (player-tile-x ?)\t?pty <- (player-tile-y ?)\t=>\t(retract ?f ?p ?ptx ?pty)\t(assert\t\t(KEY_DOWN FALSE)\t\t(player-position ?x (* ?tiles-y ?map-tile-size))))(defrule move-up\t(tiles-y ?tiles-y)\t(player-size ?player-size)\t?f <- (KEY_UP TRUE)\t?p <- (player-position ?x ?y&:", "language": "english", "position": {"atoms": [{"position_id": 237, "txt": "(>= (+ ?y ?player-size) (* ?tiles-y ?map-tile-size)))\n\t?ptx <- (player-tile-x ?)\n\t?pty <- (player-tile-y ?)\n\t=>\n\t(retract ?f ?p ?ptx ?pty)\n\t(assert\n\t\t(KEY_DOWN FALSE)\n\t\t(player-position ?x (* ?tiles-y ?map-tile-size))))\n\n(defrule move-up\n\t(tiles-y ?tiles-y)\n\t(player-size ?player-size)\n\t?f <- (KEY_UP TRUE)\n\t?p <- (player-position ?x ?y&:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 104, "edu_l1_label": "EDU_O"}, {"txt": "(> (+ ?y ?player-size) 0))\t?ptx <- (player-tile-x ?)\t?pty <- (player-tile-y ?)\t=>\t(retract ?f ?p ?ptx ?pty)\t(assert\t\t(KEY_UP FALSE)\t\t(player-position ?x (- ?y 5))))(defrule cannot-move-up\t(tiles-y ?tiles-y)\t(player-size ?player-size)\t?f <- (KEY_UP TRUE)\t?p <- (player-position ?x ?y&:", "language": "english", "position": {"atoms": [{"position_id": 238, "txt": "(> (+ ?y ?player-size) 0))\n\t?ptx <- (player-tile-x ?)\n\t?pty <- (player-tile-y ?)\n\t=>\n\t(retract ?f ?p ?ptx ?pty)\n\t(assert\n\t\t(KEY_UP FALSE)\n\t\t(player-position ?x (- ?y 5))))\n\n(defrule cannot-move-up\n\t(tiles-y ?tiles-y)\n\t(player-size ?player-size)\n\t?f <- (KEY_UP TRUE)\n\t?p <- (player-position ?x ?y&:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 105, "edu_l1_label": "EDU_O"}, {"txt": "(<= (+ ?y ?player-size) 0))\t?ptx <- (player-tile-x ?)\t?pty <- (player-tile-y ?)\t=>\t(retract ?f ?p ?ptx ?pty)\t(assert\t\t(KEY_UP FALSE)\t\t(player-position ?x 0)))(defrule set-unseen-tile-to-seen\t?f <- (tile ?x ?y ?blue ~1)\t(player-tile-visibility ?player-tile-visibility)\t(player-tile-y ?player-tile-y)\t(player-tile-x ?player-tile-x)\t(and\t\t(test\t(>= ?y (- ?player-tile-y ?player-tile-visibility)))\t\t(test\t(<= ?y (+ ?player-tile-y ?player-tile-visibility)))\t\t(test\t(>= ?x (- ?player-tile-x ?player-tile-visibility)))\t\t(test\t(<= ?x (+ ?player-tile-x ?player-tile-visibility))))\t=>\t(retract ?f)\t(assert (tile ?x ?y ?blue 1)))(defrule set-previous-seen-tile-to-partial-fog\t?f <- (tile ?x ?y ?blue 1)\t(player-tile-visibility ?player-tile-visibility)\t(player-tile-y ?player-tile-y)\t(player-tile-x ?player-tile-x)\t(or\t\t(test\t(< ?y (- ?player-tile-y ?player-tile-visibility)))\t\t(test\t(> ?y (+ ?player-tile-y ?player-tile-visibility)))\t\t(test\t(< ?x (- ?player-tile-x ?player-tile-visibility)))\t\t(test\t(> ?x (+ ?player-tile-x ?player-tile-visibility))))\t=>\t(retract ?f)\t(assert (tile ?x ?y ?blue 2)))(defrule render\t(texture ?id ?tid ?twidth ?theight ?tmipmaps ?tformat ?did ?dwidth ?dheight ?dmipmaps ?dformat)\t(map-tile-size ?MAP_TILE_SIZE)\t(player-size ?player-size)\t(player-position ?player-position-x ?player-position-y)\t(player-tile-visibility ?player-tile-visibility)\t(tiles-x ?tiles-x)\t(tiles-y ?tiles-y)\t(player-tile-x ?player-tile-x)\t(player-tile-y ?player-tile-y)\t?w <- (window-should-close FALSE)\t?r <- (KEY_RIGHT FALSE)\t?l <- (KEY_LEFT FALSE)\t?d <- (KEY_DOWN FALSE)\t?u <- (KEY_UP FALSE)\t(forall\t\t(tile ?x ?y ?", "language": "english", "position": {"atoms": [{"position_id": 239, "txt": "(<= (+ ?y ?player-size) 0))\n\t?ptx <- (player-tile-x ?)\n\t?pty <- (player-tile-y ?)\n\t=>\n\t(retract ?f ?p ?ptx ?pty)\n\t(assert\n\t\t(KEY_UP FALSE)\n\t\t(player-position ?x 0)))\n\n(defrule set-unseen-tile-to-seen\n\t?f <- (tile ?x ?y ?blue ~1)\n\t(player-tile-visibility ?player-tile-visibility)\n\t(player-tile-y ?player-tile-y)\n\t(player-tile-x ?player-tile-x)\n\t(and\n\t\t(test\t(>= ?y (- ?player-tile-y ?player-tile-visibility)))\n\t\t(test\t(<= ?y (+ ?player-tile-y ?player-tile-visibility)))\n\t\t(test\t(>= ?x (- ?player-tile-x ?player-tile-visibility)))\n\t\t(test\t(<= ?x (+ ?player-tile-x ?player-tile-visibility))))\n\t=>\n\t(retract ?f)\n\t(assert (tile ?x ?y ?blue 1)))\n\n(defrule set-previous-seen-tile-to-partial-fog\n\t?f <- (tile ?x ?y ?blue 1)\n\t(player-tile-visibility ?player-tile-visibility)\n\t(player-tile-y ?player-tile-y)\n\t(player-tile-x ?player-tile-x)\n\t(or\n\t\t(test\t(< ?y (- ?player-tile-y ?player-tile-visibility)))\n\t\t(test\t(> ?y (+ ?player-tile-y ?player-tile-visibility)))\n\t\t(test\t(< ?x (- ?player-tile-x ?player-tile-visibility)))\n\t\t(test\t(> ?x (+ ?player-tile-x ?player-tile-visibility))))\n\t=>\n\t(retract ?f)\n\t(assert (tile ?x ?y ?blue 2)))\n\n(defrule render\n\t(texture ?id ?tid ?twidth ?theight ?tmipmaps ?tformat ?did ?dwidth ?dheight ?dmipmaps ?dformat)\n\t(map-tile-size ?MAP_TILE_SIZE)\n\t(player-size ?player-size)\n\t(player-position ?player-position-x ?player-position-y)\n\t(player-tile-visibility ?player-tile-visibility)\n\t(tiles-x ?tiles-x)\n\t(tiles-y ?tiles-y)\n\t(player-tile-x ?player-tile-x)\n\t(player-tile-y ?player-tile-y)\n\t?w <- (window-should-close FALSE)\n\t?r <- (KEY_RIGHT FALSE)\n\t?l <- (KEY_LEFT FALSE)\n\t?d <- (KEY_DOWN FALSE)\n\t?u <- (KEY_UP FALSE)\n\t(forall\n\t\t(tile ?x ?y ?", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 106, "edu_l1_label": "EDU_O"}, {"txt": " 1)\t\t(and\t\t\t(test (>= ?y (- ?player-tile-y ?player-tile-visibility)))\t\t\t(test (<= ?y (+ ?player-tile-y ?player-tile-visibility)))\t\t\t(test (>= ?x (- ?player-tile-x ?player-tile-visibility)))\t\t\t(test (<= ?x (+ ?player-tile-x ?player-tile-visibility)))))\t(forall\t\t(tile ?x ?y ?", "language": "english", "position": {"atoms": [{"position_id": 240, "txt": " 1)\n\t\t(and\n\t\t\t(test (>= ?y (- ?player-tile-y ?player-tile-visibility)))\n\t\t\t(test (<= ?y (+ ?player-tile-y ?player-tile-visibility)))\n\t\t\t(test (>= ?x (- ?player-tile-x ?player-tile-visibility)))\n\t\t\t(test (<= ?x (+ ?player-tile-x ?player-tile-visibility)))))\n\t(forall\n\t\t(tile ?x ?y ?", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 107, "edu_l1_label": "EDU_O"}, {"txt": " 0|2)\t\t(or\t\t\t(test\t(< ?y (- ?player-tile-y ?player-tile-visibility)))\t\t\t(test\t(> ?y (+ ?player-tile-y ?player-tile-visibility)))\t\t\t(test\t(< ?x (- ?player-tile-x ?player-tile-visibility)))\t\t\t(test\t(> ?x (+ ?player-tile-x ?player-tile-visibility)))))\t=>\t(raylib-begin-texture-mode ?id ?tid ?twidth ?theight ?tmipmaps ?tformat ?did ?dwidth ?dheight ?dmipmaps ?dformat)\t (raylib-clear-background BLANK)\t\t(do-for-all-facts ((?t tile)) (= 0 (nth$ 4 ?t:", "language": "english", "position": {"atoms": [{"position_id": 241, "txt": " 0|2)\n\t\t(or\n\t\t\t(test\t(< ?y (- ?player-tile-y ?player-tile-visibility)))\n\t\t\t(test\t(> ?y (+ ?player-tile-y ?player-tile-visibility)))\n\t\t\t(test\t(< ?x (- ?player-tile-x ?player-tile-visibility)))\n\t\t\t(test\t(> ?x (+ ?player-tile-x ?player-tile-visibility)))))\n\t=>\n\t(raylib-begin-texture-mode ?id ?tid ?twidth ?theight ?tmipmaps ?tformat ?did ?dwidth ?dheight ?dmipmaps ?dformat)\n\t (raylib-clear-background BLANK)\n\t\t(do-for-all-facts ((?t tile)) (= 0 (nth$ 4 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 108, "edu_l1_label": "EDU_O"}, {"txt": "implied))\t\t\t(raylib-draw-rectangle (nth$ 1 ?t:", "language": "english", "position": {"atoms": [{"position_id": 242, "txt": "implied))\n\t\t\t(raylib-draw-rectangle (nth$ 1 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 109, "edu_l1_label": "EDU_O"}, {"txt": "implied) (nth$ 2 ?t:", "language": "english", "position": {"atoms": [{"position_id": 243, "txt": "implied) (nth$ 2 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 110, "edu_l1_label": "EDU_O"}, {"txt": "implied) 1 1 BLACK))\t\t(do-for-all-facts ((?t tile)) (= 2 (nth$ 4 ?t:", "language": "english", "position": {"atoms": [{"position_id": 244, "txt": "implied) 1 1 BLACK))\n\t\t(do-for-all-facts ((?t tile)) (= 2 (nth$ 4 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 111, "edu_l1_label": "EDU_O"}, {"txt": "implied))\t\t\t(raylib-draw-rectangle (nth$ 1 ?t:", "language": "english", "position": {"atoms": [{"position_id": 245, "txt": "implied))\n\t\t\t(raylib-draw-rectangle (nth$ 1 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 112, "edu_l1_label": "EDU_O"}, {"txt": "implied) (nth$ 2 ?t:", "language": "english", "position": {"atoms": [{"position_id": 246, "txt": "implied) (nth$ 2 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 113, "edu_l1_label": "EDU_O"}, {"txt": "implied) 1 1 (raylib-fade BLACK 0.8)))\t(raylib-end-texture-mode)\t(raylib-begin-drawing)\t\t(raylib-clear-background RAYWHITE)\t\t(do-for-all-facts ((?t tile)) (= 0 (nth$ 3 ?t:", "language": "english", "position": {"atoms": [{"position_id": 247, "txt": "implied) 1 1 (raylib-fade BLACK 0.8)))\n\t(raylib-end-texture-mode)\n\n\t(raylib-begin-drawing)\n\t\t(raylib-clear-background RAYWHITE)\n\t\t(do-for-all-facts ((?t tile)) (= 0 (nth$ 3 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 114, "edu_l1_label": "EDU_O"}, {"txt": "implied))\t\t\t(raylib-draw-rectangle (* (nth$ 1 ?t:", "language": "english", "position": {"atoms": [{"position_id": 248, "txt": "implied))\n\t\t\t(raylib-draw-rectangle (* (nth$ 1 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 115, "edu_l1_label": "EDU_O"}, {"txt": "implied) ?MAP_TILE_SIZE) (* (nth$ 2 ?t:", "language": "english", "position": {"atoms": [{"position_id": 249, "txt": "implied) ?MAP_TILE_SIZE) (* (nth$ 2 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 116, "edu_l1_label": "EDU_O"}, {"txt": "implied) ?MAP_TILE_SIZE) ?MAP_TILE_SIZE ?MAP_TILE_SIZE BLUE)\t\t\t(raylib-draw-rectangle-lines (* (nth$ 1 ?t:", "language": "english", "position": {"atoms": [{"position_id": 250, "txt": "implied) ?MAP_TILE_SIZE) ?MAP_TILE_SIZE ?MAP_TILE_SIZE BLUE)\n\t\t\t(raylib-draw-rectangle-lines (* (nth$ 1 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 117, "edu_l1_label": "EDU_O"}, {"txt": "implied) ?MAP_TILE_SIZE) (* (nth$ 2 ?t:", "language": "english", "position": {"atoms": [{"position_id": 251, "txt": "implied) ?MAP_TILE_SIZE) (* (nth$ 2 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 118, "edu_l1_label": "EDU_O"}, {"txt": "implied) ?MAP_TILE_SIZE) ?MAP_TILE_SIZE ?MAP_TILE_SIZE (raylib-fade DARKBLUE 0.5)))\t\t(do-for-all-facts ((?t tile)) (= 1 (nth$ 3 ?t:", "language": "english", "position": {"atoms": [{"position_id": 252, "txt": "implied) ?MAP_TILE_SIZE) ?MAP_TILE_SIZE ?MAP_TILE_SIZE (raylib-fade DARKBLUE 0.5)))\n\t\t(do-for-all-facts ((?t tile)) (= 1 (nth$ 3 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 119, "edu_l1_label": "EDU_O"}, {"txt": "implied))\t\t\t(raylib-draw-rectangle (* (nth$ 1 ?t:", "language": "english", "position": {"atoms": [{"position_id": 253, "txt": "implied))\n\t\t\t(raylib-draw-rectangle (* (nth$ 1 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 120, "edu_l1_label": "EDU_O"}, {"txt": "implied) ?MAP_TILE_SIZE) (* (nth$ 2 ?t:", "language": "english", "position": {"atoms": [{"position_id": 254, "txt": "implied) ?MAP_TILE_SIZE) (* (nth$ 2 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 121, "edu_l1_label": "EDU_O"}, {"txt": "implied) ?MAP_TILE_SIZE) ?MAP_TILE_SIZE ?MAP_TILE_SIZE (raylib-fade BLUE 0.9))\t\t\t(raylib-draw-rectangle-lines (* (nth$ 1 ?t:", "language": "english", "position": {"atoms": [{"position_id": 255, "txt": "implied) ?MAP_TILE_SIZE) ?MAP_TILE_SIZE ?MAP_TILE_SIZE (raylib-fade BLUE 0.9))\n\t\t\t(raylib-draw-rectangle-lines (* (nth$ 1 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 122, "edu_l1_label": "EDU_O"}, {"txt": "implied) ?MAP_TILE_SIZE) (* (nth$ 2 ?t:", "language": "english", "position": {"atoms": [{"position_id": 256, "txt": "implied) ?MAP_TILE_SIZE) (* (nth$ 2 ?t:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 123, "edu_l1_label": "EDU_O"}, {"txt": "implied) ?MAP_TILE_SIZE) ?MAP_TILE_SIZE ?MAP_TILE_SIZE (raylib-fade DARKBLUE 0.5)))\t\t(raylib-draw-rectangle ?player-position-x ?player-position-y ?player-size ?player-size RED)\t\t(raylib-draw-texture-pro ?tid ?twidth ?theight ?tmipmaps ?tformat 0 0 ?twidth (* -1 ?theight)\t\t\t0 0 (* ?MAP_TILE_SIZE ?tiles-x) (* ?MAP_TILE_SIZE ?tiles-y)\t\t\t0 0 0 WHITE)\t\t(raylib-draw-text (format nil \"Current tile:", "language": "english", "position": {"atoms": [{"position_id": 257, "txt": "implied) ?MAP_TILE_SIZE) ?MAP_TILE_SIZE ?MAP_TILE_SIZE (raylib-fade DARKBLUE 0.5)))\n\n\t\t(raylib-draw-rectangle ?player-position-x ?player-position-y ?player-size ?player-size RED)\n\n\t\t(raylib-draw-texture-pro ?tid ?twidth ?theight ?tmipmaps ?tformat 0 0 ?twidth (* -1 ?theight)\n\t\t\t0 0 (* ?MAP_TILE_SIZE ?tiles-x) (* ?MAP_TILE_SIZE ?tiles-y)\n\t\t\t0 0 0 WHITE)\n\n\t\t(raylib-draw-text (format nil \"Current tile:", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 124, "edu_l1_label": "EDU_O"}, {"txt": " [%d, %d]\" ?player-tile-x ?player-tile-y) 10 10 20 RAYWHITE)\t\t(raylib-draw-text \"ARROW KEYS to move\" 10 (- (raylib-get-screen-height) 25) 20 RAYWHITE)\t(raylib-end-drawing)\t(retract ?w ?r ?l ?d ?u)\t(assert\t\t(window-should-close (raylib-window-should-close))\t\t(KEY_RIGHT (raylib-is-key-down KEY_RIGHT))\t\t(KEY_LEFT (raylib-is-key-down KEY_LEFT))\t\t(KEY_DOWN (raylib-is-key-down KEY_DOWN))\t\t(KEY_UP (raylib-is-key-down KEY_UP))))(defrule die\t(window-should-close TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 258, "txt": " [%d, %d]\" ?player-tile-x ?player-tile-y) 10 10 20 RAYWHITE)\n\t\t(raylib-draw-text \"ARROW KEYS to move\" 10 (- (raylib-get-screen-height) 25) 20 RAYWHITE)\n\t(raylib-end-drawing)\n\n\t(retract ?w ?r ?l ?d ?u)\n\t(assert\n\t\t(window-should-close (raylib-window-should-close))\n\t\t(KEY_RIGHT (raylib-is-key-down KEY_RIGHT))\n\t\t(KEY_LEFT (raylib-is-key-down KEY_LEFT))\n\t\t(KEY_DOWN (raylib-is-key-down KEY_DOWN))\n\t\t(KEY_UP (raylib-is-key-down KEY_UP))))\n\n(defrule die\n\t(window-should-close TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 125, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(reset)(loop-for-count (?x 0 25) do\t(loop-for-count (?y 0 15) do\t\t(assert (tile ?x ?y (random 0 1) 0))))(run)", "language": "english", "position": {"atoms": [{"position_id": 259, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(reset)\n(loop-for-count (?x 0 25) do\n\t(loop-for-count (?y 0 15) do\n\t\t(assert (tile ?x ?y (random 0 1) 0))))\n(run)", "x": "/html/body/div[9]"}]}, "tags": [], "label": "code", "web_segment_id": 22, "global_sentence_id": 126, "edu_l1_label": "EDU_O"}, {"txt": "(raylib-init-window 800 450 \"CLIPSraylib [shapes] example - collision area\")(raylib-set-target-fps 60)(deffacts init\t(box-a 10 175 200 100)\t(box-a-speed 4)\t(box-b 370 175 60 60)\t(pause FALSE)\t(unpause FALSE)\t(window-should-close FALSE)\t(screen-upper-limit 40))(defrule begin-render\t(box-a ?ax ?ay ?awidth ?aheight)\t(box-b ?bx ?by ?bwidth ?bheight)\t(screen-upper-limit ?u)\t(not (drawing))\t?w <- (window-should-close FALSE)\t=>\t(retract ?w)\t(assert\t\t(drawing)\t\t(window-should-close (raylib-window-should-close))\t\t(pause (raylib-is-key-pressed KEY_SPACE)))\t(raylib-begin-drawing)\t\t(raylib-draw-text \"Press SPACE to PAUSE/RESUME\" 20 (- (raylib-get-screen-height) 35) 20 LIGHTGRAY)\t\t(raylib-draw-rectangle ?ax ?ay ?awidth ?aheight GOLD)\t\t(raylib-draw-rectangle ?bx ?by ?bwidth ?bheight BLUE))(defrule draw-no-collision\t(drawing)\t(box-a ?ax ?ay ?awidth ?aheight)\t(box-b ?bx ?by ?bwidth ?bheight) (screen-upper-limit ?u)\t(window-should-close FALSE)\t(test (not (raylib-check-collision-recs\t\t?ax ?ay ?awidth ?aheight\t\t?bx ?by ?bwidth ?bheight)))\t=>\t\t(raylib-draw-rectangle 0 0 (raylib-get-screen-width) ?u BLACK)\t\t(raylib-draw-fps 10 10)\t\t(raylib-clear-background RAYWHITE)\t(raylib-end-drawing)\t(assert (done)))(defrule draw-collision\t(drawing)\t(box-a ?ax ?ay ?awidth ?aheight)\t(box-b ?bx ?by ?bwidth ?bheight)\t(screen-upper-limit ?u)\t(window-should-close FALSE)\t(test (raylib-check-collision-recs\t\t?ax ?ay ?awidth ?aheight\t\t?bx ?by ?bwidth ?bheight))\t=>\t\t(raylib-draw-rectangle 0 0 (raylib-get-screen-width) ?u RED)\t\t(raylib-draw-text\t\t\t\"COLLISION!\"\t\t\t(integer (-\t\t\t\t(/ (raylib-get-screen-width) 2)\t\t\t\t(/ (raylib-measure-text \"COLLISION!\" 20) 2)))\t\t\t(integer (- (/ ?u 2) 10))\t\t\t20\t\t\tBLACK)\t(assert (collision-rectangle (raylib-get-collision-rec\t\t?ax ?ay ?awidth ?aheight\t\t?bx ?by ?bwidth ?bheight))))(defrule draw-collision-rectangle\t(drawing)\t(screen-upper-limit ?u)\t(window-should-close FALSE)\t?c <- (collision-rectangle ?x ?y ?width ?height)\t=>\t\t(raylib-draw-text\t\t\t(format nil \"Collision Area:", "language": "english", "position": {"atoms": [{"position_id": 261, "txt": "(raylib-init-window 800 450 \"CLIPSraylib [shapes] example - collision area\")\n(raylib-set-target-fps 60)\n\n(deffacts init\n\t(box-a 10 175 200 100)\n\t(box-a-speed 4)\n\t(box-b 370 175 60 60)\n\t(pause FALSE)\n\t(unpause FALSE)\n\t(window-should-close FALSE)\n\t(screen-upper-limit 40))\n\n(defrule begin-render\n\t(box-a ?ax ?ay ?awidth ?aheight)\n\t(box-b ?bx ?by ?bwidth ?bheight)\n\t(screen-upper-limit ?u)\n\t(not (drawing))\n\t?w <- (window-should-close FALSE)\n\t=>\n\t(retract ?w)\n\t(assert\n\t\t(drawing)\n\t\t(window-should-close (raylib-window-should-close))\n\t\t(pause (raylib-is-key-pressed KEY_SPACE)))\n\t(raylib-begin-drawing)\n\t\t(raylib-draw-text \"Press SPACE to PAUSE/RESUME\" 20 (- (raylib-get-screen-height) 35) 20 LIGHTGRAY)\n\t\t(raylib-draw-rectangle ?ax ?ay ?awidth ?aheight GOLD)\n\t\t(raylib-draw-rectangle ?bx ?by ?bwidth ?bheight BLUE))\n\n(defrule draw-no-collision\n\t(drawing)\n\t(box-a ?ax ?ay ?awidth ?aheight)\n\t(box-b ?bx ?by ?bwidth ?bheight) (screen-upper-limit ?u)\n\t(window-should-close FALSE)\n\t(test (not (raylib-check-collision-recs\n\t\t?ax ?ay ?awidth ?aheight\n\t\t?bx ?by ?bwidth ?bheight)))\n\t=>\n\t\t(raylib-draw-rectangle 0 0 (raylib-get-screen-width) ?u BLACK)\n\t\t(raylib-draw-fps 10 10)\n\t\t(raylib-clear-background RAYWHITE)\n\t(raylib-end-drawing)\n\t(assert (done)))\n\n(defrule draw-collision\n\t(drawing)\n\t(box-a ?ax ?ay ?awidth ?aheight)\n\t(box-b ?bx ?by ?bwidth ?bheight)\n\t(screen-upper-limit ?u)\n\t(window-should-close FALSE)\n\t(test (raylib-check-collision-recs\n\t\t?ax ?ay ?awidth ?aheight\n\t\t?bx ?by ?bwidth ?bheight))\n\t=>\n\t\t(raylib-draw-rectangle 0 0 (raylib-get-screen-width) ?u RED)\n\t\t(raylib-draw-text\n\t\t\t\"COLLISION!\"\n\t\t\t(integer (-\n\t\t\t\t(/ (raylib-get-screen-width) 2)\n\t\t\t\t(/ (raylib-measure-text \"COLLISION!\" 20) 2)))\n\t\t\t(integer (- (/ ?u 2) 10))\n\t\t\t20\n\t\t\tBLACK)\n\t(assert (collision-rectangle (raylib-get-collision-rec\n\t\t?ax ?ay ?awidth ?aheight\n\t\t?bx ?by ?bwidth ?bheight))))\n\n(defrule draw-collision-rectangle\n\t(drawing)\n\t(screen-upper-limit ?u)\n\t(window-should-close FALSE)\n\t?c <- (collision-rectangle ?x ?y ?width ?height)\n\t=>\n\t\t(raylib-draw-text\n\t\t\t(format nil \"Collision Area:", "x": "/html/body/div[10]"}]}, "tags": [], "label": "code", "web_segment_id": 23, "global_sentence_id": 127, "edu_l1_label": "EDU_O"}, {"txt": " %d\" (* ?width ?height))\t\t \t(integer (- (/ (raylib-get-screen-width) 2) 100))\t\t\t(integer (+ ?u 10))\t\t\t20\t\t\tBLACK)\t\t(raylib-draw-rectangle\t\t\t(integer ?x)\t\t\t(integer ?y)\t\t\t(integer ?width)\t\t\t(integer ?height)\t\t\tLIME)\t\t(raylib-draw-fps 10 10)\t\t(raylib-clear-background RAYWHITE)\t(raylib-end-drawing)\t(assert (done))\t(retract ?c))(defrule bounce-a-off-wall\t(box-a ?ax ?ay ?awidth ?aheight)\t?s <- (box-a-speed ?aspeed)\t(drawing)\t(done)\t(window-should-close FALSE)\t(not (pause TRUE))\t(test (or\t\t(and (> ?aspeed 0) (>= ?ax (- (raylib-get-screen-width) ?awidth)))\t\t(and (< ?aspeed 0) (<= ?ax 0))))\t=>\t(retract ?s)\t(assert (box-a-speed (* -1 ?aspeed))))(defrule recalculate-box-positions\t?a <- (box-a ?ax ?ay ?awidth ?aheight)\t?b <- (box-b ?bx ?by ?bwidth ?bheight)\t(box-a-speed ?aspeed)\t?d <- (drawing)\t?dd <- (done)\t(not (pause TRUE))\t(window-should-close FALSE)\t(test (or\t\t(and (> ?aspeed 0) (< ?ax (- (raylib-get-screen-width) ?awidth)))\t\t(and (< ?aspeed 0) (> ?ax 0))))\t=>\t(retract ?a ?b ?d ?dd)\t(assert\t\t(box-a\t\t\t(+ ?ax ?aspeed)\t\t\t?ay\t\t\t?awidth\t\t\t?aheight)\t\t(box-b\t\t\t(integer (- (raylib-get-mouse-x) (/ ?bwidth 2)))\t\t\t(integer (- (raylib-get-mouse-y) (/ ?bheight 2)))\t\t\t?bwidth ?bheight)))(defrule pause-and-wait\t(pause TRUE)\t?unpause <- (unpause FALSE)\t?w <- (window-should-close FALSE)\t=>\t(retract ?unpause ?w)\t(assert\t\t(window-should-close (raylib-window-should-close))\t\t(unpause (raylib-is-key-pressed KEY_SPACE))))(defrule unpause\t?p <- (pause TRUE)\t?unpause <- (unpause TRUE)\t?w <- (window-should-close FALSE)\t=>\t(retract ?p ?unpause ?w)\t(assert\t\t(window-should-close (raylib-window-should-close))\t\t(unpause FALSE)))(defrule die\t(window-should-close TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 262, "txt": " %d\" (* ?width ?height))\n\t\t \t(integer (- (/ (raylib-get-screen-width) 2) 100))\n\t\t\t(integer (+ ?u 10))\n\t\t\t20\n\t\t\tBLACK)\n\t\t(raylib-draw-rectangle\n\t\t\t(integer ?x)\n\t\t\t(integer ?y)\n\t\t\t(integer ?width)\n\t\t\t(integer ?height)\n\t\t\tLIME)\n\t\t(raylib-draw-fps 10 10)\n\t\t(raylib-clear-background RAYWHITE)\n\t(raylib-end-drawing)\n\t(assert (done))\n\t(retract ?c))\n\n(defrule bounce-a-off-wall\n\t(box-a ?ax ?ay ?awidth ?aheight)\n\t?s <- (box-a-speed ?aspeed)\n\t(drawing)\n\t(done)\n\t(window-should-close FALSE)\n\t(not (pause TRUE))\n\t(test (or\n\t\t(and (> ?aspeed 0) (>= ?ax (- (raylib-get-screen-width) ?awidth)))\n\t\t(and (< ?aspeed 0) (<= ?ax 0))))\n\t=>\n\t(retract ?s)\n\t(assert (box-a-speed (* -1 ?aspeed))))\n\n(defrule recalculate-box-positions\n\t?a <- (box-a ?ax ?ay ?awidth ?aheight)\n\t?b <- (box-b ?bx ?by ?bwidth ?bheight)\n\t(box-a-speed ?aspeed)\n\t?d <- (drawing)\n\t?dd <- (done)\n\t(not (pause TRUE))\n\t(window-should-close FALSE)\n\t(test (or\n\t\t(and (> ?aspeed 0) (< ?ax (- (raylib-get-screen-width) ?awidth)))\n\t\t(and (< ?aspeed 0) (> ?ax 0))))\n\t=>\n\t(retract ?a ?b ?d ?dd)\n\t(assert\n\t\t(box-a\n\t\t\t(+ ?ax ?aspeed)\n\t\t\t?ay\n\t\t\t?awidth\n\t\t\t?aheight)\n\t\t(box-b\n\t\t\t(integer (- (raylib-get-mouse-x) (/ ?bwidth 2)))\n\t\t\t(integer (- (raylib-get-mouse-y) (/ ?bheight 2)))\n\t\t\t?bwidth ?bheight)))\n\n(defrule pause-and-wait\n\t(pause TRUE)\n\t?unpause <- (unpause FALSE)\n\t?w <- (window-should-close FALSE)\n\t=>\n\t(retract ?unpause ?w)\n\t(assert\n\t\t(window-should-close (raylib-window-should-close))\n\t\t(unpause (raylib-is-key-pressed KEY_SPACE))))\n\n(defrule unpause\n\t?p <- (pause TRUE)\n\t?unpause <- (unpause TRUE)\n\t?w <- (window-should-close FALSE)\n\t=>\n\t(retract ?p ?unpause ?w)\n\t(assert\n\t\t(window-should-close (raylib-window-should-close))\n\t\t(unpause FALSE)))\n\n(defrule die\n\t(window-should-close TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[10]"}]}, "tags": [], "label": "code", "web_segment_id": 23, "global_sentence_id": 128, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(reset)(run)", "language": "english", "position": {"atoms": [{"position_id": 263, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(reset)\n(run)", "x": "/html/body/div[10]"}]}, "tags": [], "label": "code", "web_segment_id": 23, "global_sentence_id": 129, "edu_l1_label": "EDU_O"}, {"txt": "(deffacts init\t(texture (raylib-load-texture \"scarfy.png\"))\t(total-frames 6)\t(current-frame 0)\t(frames-counter 0)\t(frames-speed 8)\t(window-should-close FALSE)\t(increase-frame-speed FALSE)\t(decrease-frame-speed FALSE))(defrule render\t(total-frames ?total)\t(frames-speed ?frames-speed)\t(current-frame ?current-frame&:", "language": "english", "position": {"atoms": [{"position_id": 265, "txt": "(deffacts init\n\t(texture (raylib-load-texture \"scarfy.png\"))\n\t(total-frames 6)\n\t(current-frame 0)\n\t(frames-counter 0)\n\t(frames-speed 8)\n\t(window-should-close FALSE)\n\t(increase-frame-speed FALSE)\n\t(decrease-frame-speed FALSE))\n\n(defrule render\n\t(total-frames ?total)\n\t(frames-speed ?frames-speed)\n\t(current-frame ?current-frame&:", "x": "/html/body/div[11]"}]}, "tags": [], "label": "code", "web_segment_id": 24, "global_sentence_id": 130, "edu_l1_label": "EDU_O"}, {"txt": "(<= ?current-frame ?total))\t(current-x ?x)\t?f <- (frames-counter ?frames-counter&:", "language": "english", "position": {"atoms": [{"position_id": 266, "txt": "(<= ?current-frame ?total))\n\t(current-x ?x)\n\t?f <- (frames-counter ?frames-counter&:", "x": "/html/body/div[11]"}]}, "tags": [], "label": "code", "web_segment_id": 24, "global_sentence_id": 131, "edu_l1_label": "EDU_O"}, {"txt": "(< ?frames-counter (/ 60 ?frames-speed)))\t(texture ?id ?width ?height ?mipmaps ?format)\t?w <- (window-should-close FALSE)\t?i <- (increase-frame-speed FALSE)\t?d <- (decrease-frame-speed FALSE)\t=>\t(retract ?f ?w ?i ?d)\t(bind ?start-x (/ (- (raylib-get-screen-width) ?width) 2))\t(raylib-begin-drawing)\t\t(raylib-draw-texture ?id ?width ?height ?mipmaps ?format ?start-x 40 WHITE)\t\t(raylib-draw-rectangle-lines ?start-x 40 ?width ?height LIME)\t\t(raylib-draw-rectangle-lines (+ ?start-x ?x) 40 (/ ?width ?total) ?height RED)\t\t(raylib-draw-text \"FRAME SPEED: \"", "language": "english", "position": {"atoms": [{"position_id": 267, "txt": "(< ?frames-counter (/ 60 ?frames-speed)))\n\t(texture ?id ?width ?height ?mipmaps ?format)\n\t?w <- (window-should-close FALSE)\n\t?i <- (increase-frame-speed FALSE)\n\t?d <- (decrease-frame-speed FALSE)\n\t=>\n\t(retract ?f ?w ?i ?d)\n\t(bind ?start-x (/ (- (raylib-get-screen-width) ?width) 2))\n\t(raylib-begin-drawing)\n\t\t(raylib-draw-texture ?id ?width ?height ?mipmaps ?format ?start-x 40 WHITE)\n\t\t(raylib-draw-rectangle-lines ?start-x 40 ?width ?height LIME)\n\t\t(raylib-draw-rectangle-lines (+ ?start-x ?x) 40 (/ ?width ?total) ?height RED)\n\n\t\t(raylib-draw-text \"FRAME SPEED: \"", "x": "/html/body/div[11]"}]}, "tags": [], "label": "code", "web_segment_id": 24, "global_sentence_id": 132, "edu_l1_label": "EDU_O"}, {"txt": " 165 210 10 DARKGRAY)\t\t(raylib-draw-text (format nil \"%02d FPS\" ?frames-speed) 575 210 10 DARKGRAY)\t\t(raylib-draw-text \"PRESS RIGHT/LEFT KEYS to CHANGE SPEED!\" 290 240 10 DARKGRAY)\t\t(loop-for-count (?cnt 0 14) do\t\t\t(if (<= (+ ?cnt 1) ?frames-speed) then\t\t\t\t(raylib-draw-rectangle (+ (* ?cnt 21) 250) 205 20 20 RED))\t\t\t(raylib-draw-rectangle-lines (+ (* ?cnt 21) 250) 205 20 20 MAROON)\t\t)\t\t(raylib-draw-texture-rec\t\t\t?id ?width ?height ?mipmaps ?format ; texture\t\t\t?x 0 (/ ?width ?total) ?height ; rectangle\t\t\t(- (/ (raylib-get-screen-width) 2) (/ (/ ?width ?total) 2)) 280 ; position\t\t\tWHITE)\t\t(raylib-draw-text \"(c) Scarfy sprite by Eiden Marsal\" (- (raylib-get-screen-width) 200) (- (raylib-get-screen-height) 20) 10 GRAY)\t\t(assert (frames-counter (+ ?frames-counter 1))\t\t\t(window-should-close (raylib-window-should-close))\t\t\t(decrease-frame-speed (raylib-is-key-pressed KEY_LEFT))\t\t\t(increase-frame-speed (raylib-is-key-pressed KEY_RIGHT)))\t\t(raylib-clear-background RAYWHITE)\t(raylib-end-drawing))(defrule next-frame\t?c <- (current-frame ?current-frame)\t?x <- (current-x ?)\t(frames-speed ?frames-speed)\t?f <- (frames-counter ?frames-counter&:", "language": "english", "position": {"atoms": [{"position_id": 268, "txt": " 165 210 10 DARKGRAY)\n\t\t(raylib-draw-text (format nil \"%02d FPS\" ?frames-speed) 575 210 10 DARKGRAY)\n\t\t(raylib-draw-text \"PRESS RIGHT/LEFT KEYS to CHANGE SPEED!\" 290 240 10 DARKGRAY)\n\t\t(loop-for-count (?cnt 0 14) do\n\t\t\t(if (<= (+ ?cnt 1) ?frames-speed) then\n\t\t\t\t(raylib-draw-rectangle (+ (* ?cnt 21) 250) 205 20 20 RED))\n\t\t\t(raylib-draw-rectangle-lines (+ (* ?cnt 21) 250) 205 20 20 MAROON)\n\t\t)\n\t\t(raylib-draw-texture-rec\n\t\t\t?id ?width ?height ?mipmaps ?format ; texture\n\t\t\t?x 0 (/ ?width ?total) ?height ; rectangle\n\t\t\t(- (/ (raylib-get-screen-width) 2) (/ (/ ?width ?total) 2)) 280 ; position\n\t\t\tWHITE)\n\n\t\t(raylib-draw-text \"(c) Scarfy sprite by Eiden Marsal\" (- (raylib-get-screen-width) 200) (- (raylib-get-screen-height) 20) 10 GRAY)\n\n\t\t(assert (frames-counter (+ ?frames-counter 1))\n\t\t\t(window-should-close (raylib-window-should-close))\n\t\t\t(decrease-frame-speed (raylib-is-key-pressed KEY_LEFT))\n\t\t\t(increase-frame-speed (raylib-is-key-pressed KEY_RIGHT)))\n\t\t(raylib-clear-background RAYWHITE)\n\t(raylib-end-drawing))\n\n(defrule next-frame\n\t?c <- (current-frame ?current-frame)\n\t?x <- (current-x ?)\n\t(frames-speed ?frames-speed)\n\t?f <- (frames-counter ?frames-counter&:", "x": "/html/body/div[11]"}]}, "tags": [], "label": "code", "web_segment_id": 24, "global_sentence_id": 133, "edu_l1_label": "EDU_O"}, {"txt": "(>= ?frames-counter (/ 60 ?frames-speed)))\t=>\t(retract ?c ?f ?x)\t(assert (current-frame (+ 1 ?current-frame))\t\t(frames-counter 0)))(defrule determine-current-x\t(total-frames ?total)\t(current-frame ?current-frame&~?total)\t(texture ?id ?width ?height ?mipmaps ?format)\t=>\t(assert (current-x (* ?current-frame (/ ?width ?total)))))(defrule reset-current-frame\t(total-frames ?total)\t?c <- (current-frame ?total)\t=>\t(retract ?c)\t(assert (current-frame 0)))(defrule increase-frame-speed\t?f <- (increase-frame-speed TRUE)\t?ff <- (frames-speed ?frames-speed&:", "language": "english", "position": {"atoms": [{"position_id": 269, "txt": "(>= ?frames-counter (/ 60 ?frames-speed)))\n\t=>\n\t(retract ?c ?f ?x)\n\t(assert (current-frame (+ 1 ?current-frame))\n\t\t(frames-counter 0)))\n\n(defrule determine-current-x\n\t(total-frames ?total)\n\t(current-frame ?current-frame&~?total)\n\t(texture ?id ?width ?height ?mipmaps ?format)\n\t=>\n\t(assert (current-x (* ?current-frame (/ ?width ?total)))))\n\n(defrule reset-current-frame\n\t(total-frames ?total)\n\t?c <- (current-frame ?total)\n\t=>\n\t(retract ?c)\n\t(assert (current-frame 0)))\n\n(defrule increase-frame-speed\n\t?f <- (increase-frame-speed TRUE)\n\t?ff <- (frames-speed ?frames-speed&:", "x": "/html/body/div[11]"}]}, "tags": [], "label": "code", "web_segment_id": 24, "global_sentence_id": 134, "edu_l1_label": "EDU_O"}, {"txt": "(< ?frames-speed 15))\t=>\t(retract ?f ?ff)\t(assert (frames-speed (+ ?frames-speed 1))\t\t(increase-frame-speed FALSE)))(defrule cannot-increase-frame-speed\t?f <- (increase-frame-speed TRUE)\t(frames-speed 15)\t=>\t(retract ?f)\t(assert (increase-frame-speed FALSE)))(defrule decrease-frame-speed\t?f <- (decrease-frame-speed TRUE)\t?ff <- (frames-speed ?frames-speed&:", "language": "english", "position": {"atoms": [{"position_id": 270, "txt": "(< ?frames-speed 15))\n\t=>\n\t(retract ?f ?ff)\n\t(assert (frames-speed (+ ?frames-speed 1))\n\t\t(increase-frame-speed FALSE)))\n\n(defrule cannot-increase-frame-speed\n\t?f <- (increase-frame-speed TRUE)\n\t(frames-speed 15)\n\t=>\n\t(retract ?f)\n\t(assert (increase-frame-speed FALSE)))\n\n(defrule decrease-frame-speed\n\t?f <- (decrease-frame-speed TRUE)\n\t?ff <- (frames-speed ?frames-speed&:", "x": "/html/body/div[11]"}]}, "tags": [], "label": "code", "web_segment_id": 24, "global_sentence_id": 135, "edu_l1_label": "EDU_O"}, {"txt": "(> ?frames-speed 1))\t=>\t(retract ?f ?ff)\t(assert (frames-speed (- ?frames-speed 1))\t\t(decrease-frame-speed FALSE)))(defrule cannot-decrease-frame-speed\t?f <- (decrease-frame-speed TRUE)\t(frames-speed 1)\t=>\t(retract ?f)\t(assert (decrease-frame-speed FALSE)))(defrule die\t(window-should-close TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 271, "txt": "(> ?frames-speed 1))\n\t=>\n\t(retract ?f ?ff)\n\t(assert (frames-speed (- ?frames-speed 1))\n\t\t(decrease-frame-speed FALSE)))\n\n(defrule cannot-decrease-frame-speed\n\t?f <- (decrease-frame-speed TRUE)\n\t(frames-speed 1)\n\t=>\n\t(retract ?f)\n\t(assert (decrease-frame-speed FALSE)))\n\n(defrule die\n\t(window-should-close TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[11]"}]}, "tags": [], "label": "code", "web_segment_id": 24, "global_sentence_id": 136, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(raylib-init-window 800 450 \"CLIPSraylib [texture] example - sprite anim\")(raylib-set-target-fps 60)(reset)(run)", "language": "english", "position": {"atoms": [{"position_id": 272, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(raylib-init-window 800 450 \"CLIPSraylib [texture] example - sprite anim\")\n(raylib-set-target-fps 60)\n(reset)\n(run)", "x": "/html/body/div[11]"}]}, "tags": [], "label": "code", "web_segment_id": 24, "global_sentence_id": 137, "edu_l1_label": "EDU_O"}, {"txt": "(deftemplate texture\t(slot id)\t(slot width)\t(slot height)\t(slot mipmaps)\t(slot format)\t(slot total-frames)\t(slot frames-counter (default 0))\t(slot current-frame (default 0))\t(slot frames-speed (default 8))\t(slot current-x (default -1))\t(slot x (default -1)))(deffacts init\t(frame 0)\t(total-width-of-textures 0)\t(number-of-textures 0)\t(texture-path \"scarfy.png\" 6)\t(texture-path \"spinny-orange.png\" 11)\t(texture-path \"blobbyboiwalking.png\" 7)\t(texture-path \"purple hero running.png\" 13)\t(window-should-close FALSE)\t(mouse-position -1 -1)\t(decrease-frame-speed FALSE)\t(increase-frame-speed FALSE))(defrule texture-path-to-texture\t?fff <- (total-width-of-textures ?tw)\t?ff <- (number-of-textures ?number)\t?f <- (texture-path ?path ?total-frames)\t=>\t(retract ?fff ?ff ?f)\t(bind ?texture (raylib-load-texture ?path))\t(assert\t\t(number-of-textures (+ 1 ?number))\t\t(total-width-of-textures (+ ?tw (/ (nth$ 2 ?texture) ?total-frames)))\t\t(texture\t\t\t(id (nth$ 1 ?texture))\t\t\t(width (nth$ 2 ?texture))\t\t\t(height (nth$ 3 ?texture))\t\t\t(mipmaps (nth$ 4 ?texture))\t\t\t(format (nth$ 5 ?texture))\t\t\t(total-frames ?total-frames))))(defrule current-texture\t?t <- (texture)\t(not (current-texture ?))\t=>\t(assert (current-texture ?t)))(defrule render\t(total-width-of-textures ?tw)\t(number-of-textures ?number-of-textures)\t(window-should-close FALSE)\t?t <- (texture\t\t(id ?id)\t\t(width ?width)\t\t(height ?height)\t\t(mipmaps ?mipmaps)\t\t(format ?format)\t\t(total-frames ?total-frames)\t\t(frames-speed ?frames-speed)\t\t(current-x ?current-x))\t(current-texture ?t)\t?m <- (mouse-position ?", "language": "english", "position": {"atoms": [{"position_id": 274, "txt": "(deftemplate texture\n\t(slot id)\n\t(slot width)\n\t(slot height)\n\t(slot mipmaps)\n\t(slot format)\n\t(slot total-frames)\n\t(slot frames-counter (default 0))\n\t(slot current-frame (default 0))\n\t(slot frames-speed (default 8))\n\t(slot current-x (default -1))\n\t(slot x (default -1)))\n\n(deffacts init\n\t(frame 0)\n\t(total-width-of-textures 0)\n\t(number-of-textures 0)\n\t(texture-path \"scarfy.png\" 6)\n\t(texture-path \"spinny-orange.png\" 11)\n\t(texture-path \"blobbyboiwalking.png\" 7)\n\t(texture-path \"purple hero running.png\" 13)\n\t(window-should-close FALSE)\n\t(mouse-position -1 -1)\n\t(decrease-frame-speed FALSE)\n\t(increase-frame-speed FALSE))\n\n(defrule texture-path-to-texture\n\t?fff <- (total-width-of-textures ?tw)\n\t?ff <- (number-of-textures ?number)\n\t?f <- (texture-path ?path ?total-frames)\n\t=>\n\t(retract ?fff ?ff ?f)\n\t(bind ?texture (raylib-load-texture ?path))\n\t(assert\n\t\t(number-of-textures (+ 1 ?number))\n\t\t(total-width-of-textures (+ ?tw (/ (nth$ 2 ?texture) ?total-frames)))\n\t\t(texture\n\t\t\t(id (nth$ 1 ?texture))\n\t\t\t(width (nth$ 2 ?texture))\n\t\t\t(height (nth$ 3 ?texture))\n\t\t\t(mipmaps (nth$ 4 ?texture))\n\t\t\t(format (nth$ 5 ?texture))\n\t\t\t(total-frames ?total-frames))))\n\n(defrule current-texture\n\t?t <- (texture)\n\t(not (current-texture ?))\n\t=>\n\t(assert (current-texture ?t)))\n\n(defrule render\n\t(total-width-of-textures ?tw)\n\t(number-of-textures ?number-of-textures)\n\t(window-should-close FALSE)\n\t?t <- (texture\n\t\t(id ?id)\n\t\t(width ?width)\n\t\t(height ?height)\n\t\t(mipmaps ?mipmaps)\n\t\t(format ?format)\n\t\t(total-frames ?total-frames)\n\t\t(frames-speed ?frames-speed)\n\t\t(current-x ?current-x))\n\t(current-texture ?t)\n\t?m <- (mouse-position ?", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 138, "edu_l1_label": "EDU_O"}, {"txt": " ?)\t?f <- (frame ?frame)\t?i <- (increase-frame-speed FALSE)\t?d <- (decrease-frame-speed FALSE)\t(not (texture-path ?", "language": "english", "position": {"atoms": [{"position_id": 275, "txt": " ?)\n\t?f <- (frame ?frame)\n\t?i <- (increase-frame-speed FALSE)\n\t?d <- (decrease-frame-speed FALSE)\n\t(not (texture-path ?", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 139, "edu_l1_label": "EDU_O"}, {"txt": " ?))\t(forall\t\t(texture\t\t\t(current-frame ?current-frame)\t\t\t(total-frames ?tf)\t\t\t(frames-speed ?fs)\t\t\t(frames-counter ?frames-counter)\t\t\t(current-x ?x))\t\t(test (<> ?x -1))\t\t(test (<= ?current-frame ?tf))\t\t(test (< ?frames-counter (/ 60 ?fs))))\t=>\t(retract ?f ?m ?i ?d)\t(bind ?start-x (/ (- (raylib-get-screen-width) ?width) 2))\t(raylib-begin-drawing)\t\t(raylib-draw-texture ?id ?width ?height ?mipmaps ?format ?start-x 40 WHITE)\t\t(raylib-draw-rectangle-lines ?start-x 40 ?width ?height LIME)\t\t(raylib-draw-rectangle-lines (+ ?start-x ?current-x) 40 (/ ?width ?total-frames) ?height RED)\t\t(raylib-draw-text \"FRAME SPEED: \"", "language": "english", "position": {"atoms": [{"position_id": 276, "txt": " ?))\n\t(forall\n\t\t(texture\n\t\t\t(current-frame ?current-frame)\n\t\t\t(total-frames ?tf)\n\t\t\t(frames-speed ?fs)\n\t\t\t(frames-counter ?frames-counter)\n\t\t\t(current-x ?x))\n\t\t(test (<> ?x -1))\n\t\t(test (<= ?current-frame ?tf))\n\t\t(test (< ?frames-counter (/ 60 ?fs))))\n\t=>\n\t(retract ?f ?m ?i ?d)\n\t(bind ?start-x (/ (- (raylib-get-screen-width) ?width) 2))\n\t(raylib-begin-drawing)\n\t\t(raylib-draw-texture ?id ?width ?height ?mipmaps ?format ?start-x 40 WHITE)\n\t\t(raylib-draw-rectangle-lines ?start-x 40 ?width ?height LIME)\n\t\t(raylib-draw-rectangle-lines (+ ?start-x ?current-x) 40 (/ ?width ?total-frames) ?height RED)\n\n\t\t(raylib-draw-text \"FRAME SPEED: \"", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 140, "edu_l1_label": "EDU_O"}, {"txt": " 165 210 10 DARKGRAY)\t\t(raylib-draw-text (format nil \"%02d FPS\" ?frames-speed) 575 210 10 DARKGRAY)\t\t(raylib-draw-text \"PRESS RIGHT/LEFT KEYS to CHANGE SPEED!\" 290 240 10 DARKGRAY)\t\t(raylib-draw-text \"LEFT CLICK MOUSE to CHANGE CURRENT TEXTURE!\" 290 270 10 DARKGRAY)\t\t(loop-for-count (?cnt 0 14) do\t\t\t(if (<= (+ ?cnt 1) ?frames-speed) then\t\t\t\t(raylib-draw-rectangle (integer (+ (* ?cnt 21) 250)) 205 20 20 RED))\t\t\t(raylib-draw-rectangle-lines (integer (+ (* ?cnt 21) 250)) 205 20 20 MAROON)\t\t)\t\t(bind ?start-x (/ (- (raylib-get-screen-width) ?tw) 2))\t\t(do-for-all-facts ((?texture texture)) TRUE\t\t\t(if (eq ?texture ?t)\t\t\t\tthen\t\t\t\t(raylib-draw-rectangle-lines ?start-x 280 (/ ?texture:", "language": "english", "position": {"atoms": [{"position_id": 277, "txt": " 165 210 10 DARKGRAY)\n\t\t(raylib-draw-text (format nil \"%02d FPS\" ?frames-speed) 575 210 10 DARKGRAY)\n\t\t(raylib-draw-text \"PRESS RIGHT/LEFT KEYS to CHANGE SPEED!\" 290 240 10 DARKGRAY)\n\t\t(raylib-draw-text \"LEFT CLICK MOUSE to CHANGE CURRENT TEXTURE!\" 290 270 10 DARKGRAY)\n\t\t(loop-for-count (?cnt 0 14) do\n\t\t\t(if (<= (+ ?cnt 1) ?frames-speed) then\n\t\t\t\t(raylib-draw-rectangle (integer (+ (* ?cnt 21) 250)) 205 20 20 RED))\n\t\t\t(raylib-draw-rectangle-lines (integer (+ (* ?cnt 21) 250)) 205 20 20 MAROON)\n\t\t)\n\t\t(bind ?start-x (/ (- (raylib-get-screen-width) ?tw) 2))\n\t\t(do-for-all-facts ((?texture texture)) TRUE\n\t\t\t(if (eq ?texture ?t)\n\t\t\t\tthen\n\t\t\t\t(raylib-draw-rectangle-lines ?start-x 280 (/ ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 141, "edu_l1_label": "EDU_O"}, {"txt": "width ?texture:", "language": "english", "position": {"atoms": [{"position_id": 278, "txt": "width ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 142, "edu_l1_label": "EDU_O"}, {"txt": "total-frames) ?texture:", "language": "english", "position": {"atoms": [{"position_id": 279, "txt": "total-frames) ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 143, "edu_l1_label": "EDU_O"}, {"txt": "height RED)\t\t\t\telse\t\t\t\t(raylib-draw-rectangle-lines ?start-x 280 (/ ?texture:", "language": "english", "position": {"atoms": [{"position_id": 280, "txt": "height RED)\n\t\t\t\telse\n\t\t\t\t(raylib-draw-rectangle-lines ?start-x 280 (/ ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 144, "edu_l1_label": "EDU_O"}, {"txt": "width ?texture:", "language": "english", "position": {"atoms": [{"position_id": 281, "txt": "width ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 145, "edu_l1_label": "EDU_O"}, {"txt": "total-frames) ?texture:", "language": "english", "position": {"atoms": [{"position_id": 282, "txt": "total-frames) ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 146, "edu_l1_label": "EDU_O"}, {"txt": "height LIGHTGRAY)\t\t\t)\t\t\t(raylib-draw-texture-rec\t\t\t\t?texture:", "language": "english", "position": {"atoms": [{"position_id": 283, "txt": "height LIGHTGRAY)\n\t\t\t)\n\t\t\t(raylib-draw-texture-rec\n\t\t\t\t?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 147, "edu_l1_label": "EDU_O"}, {"txt": "id ?texture:", "language": "english", "position": {"atoms": [{"position_id": 284, "txt": "id ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 148, "edu_l1_label": "EDU_O"}, {"txt": "width ?texture:", "language": "english", "position": {"atoms": [{"position_id": 285, "txt": "width ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 149, "edu_l1_label": "EDU_O"}, {"txt": "height ?texture:", "language": "english", "position": {"atoms": [{"position_id": 286, "txt": "height ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 150, "edu_l1_label": "EDU_O"}, {"txt": "mipmaps ?texture:", "language": "english", "position": {"atoms": [{"position_id": 287, "txt": "mipmaps ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 151, "edu_l1_label": "EDU_O"}, {"txt": "format\t\t\t\t?texture:", "language": "english", "position": {"atoms": [{"position_id": 288, "txt": "format\n\t\t\t\t?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 152, "edu_l1_label": "EDU_O"}, {"txt": "current-x 0 (/ ?texture:", "language": "english", "position": {"atoms": [{"position_id": 289, "txt": "current-x 0 (/ ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 153, "edu_l1_label": "EDU_O"}, {"txt": "width ?texture:", "language": "english", "position": {"atoms": [{"position_id": 290, "txt": "width ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 154, "edu_l1_label": "EDU_O"}, {"txt": "total-frames) ?texture:", "language": "english", "position": {"atoms": [{"position_id": 291, "txt": "total-frames) ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 155, "edu_l1_label": "EDU_O"}, {"txt": "height\t\t\t\t?start-x 280\t\t\t\tWHITE)\t\t\t(modify ?texture\t\t\t\t(x ?start-x)\t\t\t\t(current-x -1)\t\t\t\t(frames-counter (+ ?texture:", "language": "english", "position": {"atoms": [{"position_id": 292, "txt": "height\n\t\t\t\t?start-x 280\n\t\t\t\tWHITE)\n\t\t\t(modify ?texture\n\t\t\t\t(x ?start-x)\n\t\t\t\t(current-x -1)\n\t\t\t\t(frames-counter (+ ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 156, "edu_l1_label": "EDU_O"}, {"txt": "frames-counter 1)))\t\t\t(bind ?start-x (+ ?start-x (/ ?texture:", "language": "english", "position": {"atoms": [{"position_id": 293, "txt": "frames-counter 1)))\n\t\t\t(bind ?start-x (+ ?start-x (/ ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 157, "edu_l1_label": "EDU_O"}, {"txt": "width ?texture:", "language": "english", "position": {"atoms": [{"position_id": 294, "txt": "width ?texture:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 158, "edu_l1_label": "EDU_O"}, {"txt": "total-frames)))\t\t)\t\t(raylib-draw-text \"(c) Scarfy sprite by Eiden Marsal\" (- (raylib-get-screen-width) 200) (- (raylib-get-screen-height) 20) 10 GRAY)\t\t(assert\t\t\t(frame (+ ?frame 1))\t\t\t(window-should-close (raylib-window-should-close))\t\t\t(decrease-frame-speed (raylib-is-key-pressed KEY_LEFT))\t\t\t(increase-frame-speed (raylib-is-key-pressed KEY_RIGHT))\t\t\t(change-current-texture (raylib-is-mouse-button-pressed MOUSE_BUTTON_LEFT))\t\t\t(mouse-position (raylib-get-mouse-position)))\t\t(raylib-clear-background RAYWHITE)\t(raylib-end-drawing))(defrule change-current-texture\t?f <- (texture\t\t(x ?x)\t\t(width ?width)\t\t(height ?height)\t\t(total-frames ?t))\t(mouse-position ?mouse-x ?mouse-y)\t?ct <- (current-texture ?)\t?cct <- (change-current-texture TRUE)\t(test (raylib-check-collision-point-rec ?mouse-x ?mouse-y ?x 280 (/ ?width ?t) ?height))\t=>\t(retract ?ct ?cct)\t(assert\t\t(current-texture ?f)\t\t(change-current-texture FALSE)))(defrule misclick\t(mouse-position ?mouse-x ?mouse-y)\t?cct <- (change-current-texture TRUE)\t(forall\t\t(texture\t\t\t(x ?x)\t\t\t(width ?width)\t\t\t(height ?height)\t\t\t(total-frames ?t))\t\t(test (not (raylib-check-collision-point-rec ?mouse-x ?mouse-y ?x 280 (/ ?width ?t) ?height))))\t=>\t(retract ?cct)\t(assert (change-current-texture FALSE)))(defrule next-frame\t?f <- (texture\t\t(current-frame ?current-frame)\t\t(frames-speed ?frames-speed)\t\t(frames-counter ?frames-counter&:", "language": "english", "position": {"atoms": [{"position_id": 295, "txt": "total-frames)))\n\t\t)\n\n\t\t(raylib-draw-text \"(c) Scarfy sprite by Eiden Marsal\" (- (raylib-get-screen-width) 200) (- (raylib-get-screen-height) 20) 10 GRAY)\n\n\t\t(assert\n\t\t\t(frame (+ ?frame 1))\n\t\t\t(window-should-close (raylib-window-should-close))\n\t\t\t(decrease-frame-speed (raylib-is-key-pressed KEY_LEFT))\n\t\t\t(increase-frame-speed (raylib-is-key-pressed KEY_RIGHT))\n\t\t\t(change-current-texture (raylib-is-mouse-button-pressed MOUSE_BUTTON_LEFT))\n\t\t\t(mouse-position (raylib-get-mouse-position)))\n\t\t(raylib-clear-background RAYWHITE)\n\t(raylib-end-drawing))\n\n(defrule change-current-texture\n\t?f <- (texture\n\t\t(x ?x)\n\t\t(width ?width)\n\t\t(height ?height)\n\t\t(total-frames ?t))\n\t(mouse-position ?mouse-x ?mouse-y)\n\t?ct <- (current-texture ?)\n\t?cct <- (change-current-texture TRUE)\n\t(test (raylib-check-collision-point-rec ?mouse-x ?mouse-y ?x 280 (/ ?width ?t) ?height))\n\t=>\n\t(retract ?ct ?cct)\n\t(assert\n\t\t(current-texture ?f)\n\t\t(change-current-texture FALSE)))\n\n(defrule misclick\n\t(mouse-position ?mouse-x ?mouse-y)\n\t?cct <- (change-current-texture TRUE)\n\t(forall\n\t\t(texture\n\t\t\t(x ?x)\n\t\t\t(width ?width)\n\t\t\t(height ?height)\n\t\t\t(total-frames ?t))\n\t\t(test (not (raylib-check-collision-point-rec ?mouse-x ?mouse-y ?x 280 (/ ?width ?t) ?height))))\n\t=>\n\t(retract ?cct)\n\t(assert (change-current-texture FALSE)))\n\n(defrule next-frame\n\t?f <- (texture\n\t\t(current-frame ?current-frame)\n\t\t(frames-speed ?frames-speed)\n\t\t(frames-counter ?frames-counter&:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 159, "edu_l1_label": "EDU_O"}, {"txt": "(>= ?frames-counter (/ 60 ?frames-speed))))\t=>\t(modify ?f\t\t(frames-counter 0)\t\t(current-frame (+ 1 ?current-frame))))(defrule determine-current-x\t?f <- (texture\t\t(total-frames ?total)\t\t(current-frame ?current-frame&~?total)\t\t(width ?width)\t\t(current-x -1))\t=>\t(modify ?f (current-x (* ?current-frame (/ ?width ?total)))))(defrule reset-current-frame\t?f <- (texture\t\t(total-frames ?total)\t\t(current-frame ?total))\t=>\t(modify ?f\t\t(current-frame 0)))(defrule increase-frame-speed\t?ff <- (increase-frame-speed TRUE)\t?f <- (texture\t\t(frames-speed ?frames-speed&:", "language": "english", "position": {"atoms": [{"position_id": 296, "txt": "(>= ?frames-counter (/ 60 ?frames-speed))))\n\t=>\n\t(modify ?f\n\t\t(frames-counter 0)\n\t\t(current-frame (+ 1 ?current-frame))))\n\n(defrule determine-current-x\n\t?f <- (texture\n\t\t(total-frames ?total)\n\t\t(current-frame ?current-frame&~?total)\n\t\t(width ?width)\n\t\t(current-x -1))\n\t=>\n\t(modify ?f (current-x (* ?current-frame (/ ?width ?total)))))\n\n(defrule reset-current-frame\n\t?f <- (texture\n\t\t(total-frames ?total)\n\t\t(current-frame ?total))\n\t=>\n\t(modify ?f\n\t\t(current-frame 0)))\n\n(defrule increase-frame-speed\n\t?ff <- (increase-frame-speed TRUE)\n\t?f <- (texture\n\t\t(frames-speed ?frames-speed&:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 160, "edu_l1_label": "EDU_O"}, {"txt": "(< ?frames-speed 15)))\t(current-texture ?f)\t=>\t(retract ?ff)\t(modify ?f\t\t(frames-speed (+ ?frames-speed 1)))\t(assert (increase-frame-speed FALSE)))(defrule cannot-increase-frame-speed\t?ff <- (increase-frame-speed TRUE)\t?f <- (texture\t\t(frames-speed 15))\t(current-texture ?f)\t=>\t(retract ?ff)\t(assert (increase-frame-speed FALSE)))(defrule decrease-frame-speed\t?ff <- (decrease-frame-speed TRUE)\t?f <- (texture\t\t(frames-speed ?frames-speed&:", "language": "english", "position": {"atoms": [{"position_id": 297, "txt": "(< ?frames-speed 15)))\n\t(current-texture ?f)\n\t=>\n\t(retract ?ff)\n\t(modify ?f\n\t\t(frames-speed (+ ?frames-speed 1)))\n\t(assert (increase-frame-speed FALSE)))\n\n(defrule cannot-increase-frame-speed\n\t?ff <- (increase-frame-speed TRUE)\n\t?f <- (texture\n\t\t(frames-speed 15))\n\t(current-texture ?f)\n\t=>\n\t(retract ?ff)\n\t(assert (increase-frame-speed FALSE)))\n\n(defrule decrease-frame-speed\n\t?ff <- (decrease-frame-speed TRUE)\n\t?f <- (texture\n\t\t(frames-speed ?frames-speed&:", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 161, "edu_l1_label": "EDU_O"}, {"txt": "(> ?frames-speed 1)))\t(current-texture ?f)\t=>\t(retract ?ff)\t(modify ?f\t\t(frames-speed(- ?frames-speed 1)))\t(assert (decrease-frame-speed FALSE)))(defrule cannot-decrease-frame-speed\t?ff <- (decrease-frame-speed TRUE)\t?f <- (texture\t\t(frames-speed 1))\t(current-texture ?f)\t=>\t(retract ?ff)\t(assert (decrease-frame-speed FALSE)))(defrule die\t(window-should-close TRUE)\t=>\t(println \"Done.", "language": "english", "position": {"atoms": [{"position_id": 298, "txt": "(> ?frames-speed 1)))\n\t(current-texture ?f)\n\t=>\n\t(retract ?ff)\n\t(modify ?f\n\t\t(frames-speed(- ?frames-speed 1)))\n\t(assert (decrease-frame-speed FALSE)))\n\n(defrule cannot-decrease-frame-speed\n\t?ff <- (decrease-frame-speed TRUE)\n\t?f <- (texture\n\t\t(frames-speed 1))\n\t(current-texture ?f)\n\t=>\n\t(retract ?ff)\n\t(assert (decrease-frame-speed FALSE)))\n\n(defrule die\n\t(window-should-close TRUE)\n\t=>\n\t(println \"Done.", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 162, "edu_l1_label": "EDU_O"}, {"txt": " Exiting...\")\t(raylib-close-window)\t(exit))(raylib-init-window 800 450 \"CLIPSraylib [texture] example - sprite anim\")(raylib-set-target-fps 60)(reset)(run)", "language": "english", "position": {"atoms": [{"position_id": 299, "txt": " Exiting...\")\n\t(raylib-close-window)\n\t(exit))\n\n(raylib-init-window 800 450 \"CLIPSraylib [texture] example - sprite anim\")\n(raylib-set-target-fps 60)\n(reset)\n(run)", "x": "/html/body/div[12]"}]}, "tags": [], "label": "code", "web_segment_id": 25, "global_sentence_id": 163, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# Tour of CLIPSraylib ## What is this? ## What is CLIPS? ## What is raylib? ## What is Emscripten?
c59ac3e0-8d5d-4def-ba88-537ecee1f02e
web
test/raw_web_htmls/c59ac3e0-8d5d-4def-ba88-537ecee1f02e.html
https://mp.weixin.qq.com/s?__biz=MzI5MzE0NDUzNQ==&mid=2650389128&idx=2&sn=0afc13af1729cdc4786047bbcd048522&chksm=f5dd4d306f2be808c73dd439d832f7b07096ad739026a162e043a926c256d756dcad3f7647e0
{"entry_id": "c59ac3e0-8d5d-4def-ba88-537ecee1f02e", "infos": [{"txt": "央视为何重点关注？", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "央视为何重点关注？", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "开普勒人形机器人量产与商业化进展揭秘！", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "开普勒人形机器人量产与商业化进展揭秘！", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": " 央视为何重点关注？", "language": "chinese", "position": {"atoms": [{"position_id": 568, "txt": "\n \n央视为何重点关注？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "开普勒人形机器人量产与商业化进展揭秘！", "language": "chinese", "position": {"atoms": [{"position_id": 569, "txt": "开普勒人形机器人量产与商业化进展揭秘！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], 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# 央视为何重点关注？开普勒人形机器人量产与商业化进展揭秘！ ## ▍获得央视报道，量产进度惹行业关注 ## ▍携手柯力传感，推动传感器技术创新
c113cd26-810d-4750-bd69-6688a6a44006
web
test/raw_web_htmls/c113cd26-810d-4750-bd69-6688a6a44006.html
http://www.chinanews.com/gj/2025/02-20/10371471.shtml
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# 国际新闻小课堂丨“空军一号2.0”为何等了8年还没交付？ ## 特朗普亲自“砍价” “空军一号”2.0项目启动！ ## “地狱级难度副本” 2.0改装任务困难重重 ## 一再推迟交付 特朗普质问：“波音怎么了？” ## 波音到底怎么了？
4a1e0cd3-43a2-4177-ba7a-88edac935cd9
web
test/raw_web_htmls/4a1e0cd3-43a2-4177-ba7a-88edac935cd9.html
https://www.sciencedirect.com/science/article/pii/S0001457525000442?dgcid=rss_sd_all
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"edu_l1_label": "BOS"}, {"txt": "Road traffic crashes remain a significant public health concern globally, with the World Health Organization (WHO) reporting in 2021 that approximately 3,260 individuals lose their lives each day due to this issue (World Health Organization, 2023).", "language": "english", "position": {"atoms": [{"position_id": 591, "txt": "Road traffic crashes remain a significant public health concern globally, with the World Health Organization (WHO) reporting in 2021 that approximately 3,260 individuals lose their lives each day due to this issue (World Health Organization, 2023).", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[1]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": " These crashes account for approximately 1.35 million fatalities annually, with over 90 % occurring in low- and middle-income countries (LMICs) (Geneva:", "language": "english", "position": {"atoms": [{"position_id": 592, "txt": " These crashes account for approximately 1.35 million fatalities annually, with over 90 % occurring in low- and middle-income countries (LMICs) (Geneva:", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[1]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": " World Health Organization, 2018).", "language": "english", "position": {"atoms": [{"position_id": 593, "txt": " World Health Organization, 2018).", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[1]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": " The economic consequences are similarly substantial, costing LMICs 1–2 % of their gross national product and exceeding $100 billion annually (Jacobs et al., 2000).", "language": "english", "position": {"atoms": [{"position_id": 594, "txt": " The economic consequences are similarly substantial, costing LMICs 1–2 % of their gross national product and exceeding $100 billion annually (Jacobs et al., 2000).", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[1]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": " Projections indicate that road traffic injuries will become the seventh leading cause of death by 2030, underscoring the urgent need for appropriate countermeasures to reduce fatal crashes, especially in LMICs (World Health Organization, 2015, Geneva:", "language": "english", "position": {"atoms": [{"position_id": 595, "txt": " Projections indicate that road traffic injuries will become the seventh leading cause of death by 2030, underscoring the urgent need for appropriate countermeasures to reduce fatal crashes, especially in LMICs (World Health Organization, 2015, Geneva:", "x": 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the accurate forecasting of future trends in motor vehicle crashes.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[2]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": " This process is heavily dependent upon the utilization of suitable methodologies.", "language": "english", "position": {"atoms": [{"position_id": 604, "txt": " This process is heavily dependent upon the utilization of suitable methodologies.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[2]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "While significant strides have been made in the realm of crash trend prediction and time series modeling, a predominant focus on monthly or annual data has occurred, thus overlooking the dynamic nature of daily fatal crash occurrences.", "language": "english", "position": {"atoms": [{"position_id": 606, "txt": "While significant strides have been made in the realm of crash trend prediction and time series modeling, a predominant focus on monthly or annual data has occurred, thus overlooking the dynamic nature of daily fatal crash occurrences.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[3]"}]}, "tags": [], "label": "content", "web_segment_id": 23, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": " Furthermore, there has been limited research integrating exogenous variables such as traffic volume and weather conditions into daily fatal crash prediction models.", "language": "english", "position": {"atoms": [{"position_id": 607, "txt": " Furthermore, there has been limited research integrating exogenous variables such as traffic volume and weather conditions into daily fatal crash prediction models.", "x": 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model, thus enhancing future crash trend predictions.", "language": "english", "position": {"atoms": [{"position_id": 610, "txt": "The study's objectives include evaluating the performance of the GSARIMAX model using Bayesian estimation in order to obtain robust inference in predicting daily fatal crash trends and investigating a dynamic model incorporating exogenous daily factors such as traffic volume and weather conditions on the seasonality and autocorrelation of the model, thus enhancing future crash trend predictions.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[4]"}]}, "tags": [], "label": "content", "web_segment_id": 24, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": " Additionally, comparing the Gaussian SARIMAX model with the negative binominal GSARIMAX model and examining their behavior and accuracy on discrete data are crucial aspects of this research.", "language": "english", "position": {"atoms": [{"position_id": 611, "txt": " Additionally, comparing the Gaussian SARIMAX model with the negative binominal GSARIMAX model and examining their behavior and accuracy on discrete data are crucial aspects of this research.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[4]"}]}, "tags": [], "label": "content", "web_segment_id": 24, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "The rest of the paper is structured as follows:", "language": "english", "position": {"atoms": [{"position_id": 613, "txt": "The rest of the paper is structured as follows:", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[5]"}]}, "tags": [], "label": "content", "web_segment_id": 25, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": " Section 2 provides a thorough review of the extant literature, emphasizing prior studies and identifying existing research gaps.", "language": "english", "position": {"atoms": [{"position_id": 614, "txt": " Section 2 provides a thorough review of the extant literature, emphasizing prior studies and identifying existing research gaps.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[5]"}]}, "tags": [], "label": "content", "web_segment_id": 25, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": " Section 3 details the data sources utilized and the composition of the dataset.", "language": "english", "position": {"atoms": [{"position_id": 615, "txt": " Section 3 details the data sources utilized and the composition of the dataset.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[6]/div[2]/section/div[5]"}]}, "tags": [], "label": "content", "web_segment_id": 25, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": " Section 4 outlines the methods employed, incorporating the Gaussian SARIMAX and GSARIMAX models.", "language": "english", "position": {"atoms": [{"position_id": 616, "txt": " Section 4 outlines the 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"global_sentence_id": 90, "edu_l1_label": "EDU_O"}, {"txt": "Declaration of competing interest", "language": "english", "position": {"atoms": [{"position_id": 672, "txt": "Declaration of competing interest", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/h2"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 40, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.", "language": "english", "position": {"atoms": [{"position_id": 674, "txt": "The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[7]/div[2]/section[7]/section/div"}]}, "tags": [], "label": "content", 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All rights are reserved, including those for text and data mining, AI training, and similar technologies.", "language": "english", "position": {"atoms": [{"position_id": 1039, "txt": "© 2025 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.", "x": "/html/body/div[1]/div/div/div/div/div[2]/div[2]/article/div[13]/span"}]}, "tags": [], "label": "O", "web_segment_id": 151, "global_sentence_id": 255, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# Modelling low temporal, large spatial data of fatal crashes: An application of negative binomial GSARIMAX time series ## Highlights ### •GSARIMA models daily fatal crashes using 8 years (2014-2022) of Iran's data. ### •Compared Negative Binomial GSARIMA vs. Gaussian GSARIMA for 2,920 crash counts. ### •Data includes 2,920 days of crashes, traffic volume, and weather conditions. ### •Achieved low MARE (<10%) in models with large spatial and low temporal data. ### •GSARIMA outperforms Gaussian by 15% in modeling seasonal crash data. ## Abstract ## Introduction ## Section snippets ### Literature review ### Data ### Method ### Result and discussion ## Conclusion
e2bc43c0-b20e-4a16-81bf-701c1f63edb8
web
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https://mp.weixin.qq.com/s/EAzDyA5HWzogB0qg4O45OA
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# 一周资讯 | AI跨入Agent时代？ ## AI迈入Agent时代？ ### 1OpenAI推出AI Agent——ChatGPT Tasks ### 2智源发布2025十大AI技术趋势 #### 科学的未来:AI4S驱动科学研究范式变革； #### “具身智能元年”:具身大小脑和本体的协同进化； #### “下一个Token预测”:统一的多模态大模型实现更高效； #### Scaling Law扩展:RL+ LLMS，模型泛化从预训练向后训练、推理迁移； #### 世界模型加速发布，有望成为多模态大模型的下一阶段； #### 合成数据将成为大模型迭代与应用落地的重要催化剂； #### 推理优化迭代加速，成为AINative应用落地的必要条件； #### 重塑产品应用形态，Agentic Al成为产品落地的重要模式； #### AI应用热度渐起，Super App花落谁家犹未可知； #### 模型能力提升与风险预防并重，AI安全治理体系持续完善。 ## AI语料资源新动向 ### 1中国网络空间安全协会发布中文互联网基础语料2.0 ### 2英伟达发布 6.3 万亿 Token 大型 AI 训练数据库 Nemotron-CC ## 值得关注的新工具与新功能 ### 1YY直播首个 AI 伴播服务数字人“灵儿”发布 ### 2阿里妈妈推出电商视频生成大模型“淘宝星辰” ### 3腾讯混元宣布大语言模型和3D模型正式开源 ### 4月之暗面发布Kimi多模态图片理解API ### 5豆包推出AI编程新功能，解决编程难题 ## 文博领域，还有这些值得关注 ### 1国家文物局召开2024年度工作总结会 ### 2中国大运河博物馆大运塔即将开放 ### 3甘肃获取逾10万张海外藏敦煌文物高清图片 ### 4过去的2024年，文博领域发生了这十件大事
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"web_segment_id": 52, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "传统RM（奖励模型）依赖预定义规则，而SPCT允许模型根据输入动态生成原则，适应多样化场景。", "language": "chinese", "position": {"atoms": [{"position_id": 639, "txt": "传统RM（奖励模型）依赖预定义规则，而SPCT允许模型根据输入动态生成原则，适应多样化场景。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "2、效率提升：", "language": "chinese", "position": {"atoms": [{"position_id": 641, "txt": "2、效率提升：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "实验显示，SPCT在GSM8K数学推理测试中准确率提升12%，代码生成成功率提高19%，且训练成本仅为同类模型的1/5。", "language": "chinese", "position": {"atoms": [{"position_id": 643, "txt": "实验显示，SPCT在GSM8K数学推理测试中准确率提升12%，代码生成成功率提高19%，且训练成本仅为同类模型的1/5。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "（二）元奖励模型", "language": "chinese", "position": {"atoms": [{"position_id": 645, "txt": "（二）元奖励模型", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 54, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "在复杂任务中，单次奖励信号可能因噪声或偏见导致评估偏差。", "language": "chinese", "position": {"atoms": [{"position_id": 647, "txt": "在复杂任务中，单次奖励信号可能因噪声或偏见导致评估偏差。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "元奖励模型通过多层级投票机制，整合多个奖励信号，筛选出最优解。", "language": "chinese", "position": {"atoms": [{"position_id": 648, "txt": "元奖励模型通过多层级投票机制，整合多个奖励信号，筛选出最优解。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "其核心流程包括：", "language": "chinese", "position": {"atoms": [{"position_id": 649, "txt": "其核心流程包括：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "1、多原则生成与投票：", "language": "chinese", "position": {"atoms": [{"position_id": 651, "txt": "1、多原则生成与投票：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "模型针对同一问题生成多个原则和点评，通过求和或加权计算综合得分。", "language": "chinese", "position": {"atoms": [{"position_id": 653, "txt": "模型针对同一问题生成多个原则和点评，通过求和或加权计算综合得分。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "2、低质量样本过滤：", "language": "chinese", "position": {"atoms": [{"position_id": 655, "txt": "2、低质量样本过滤：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "元奖励模型对生成的奖励进行二次评估，剔除低质量或存在偏见的样本，确保最终输出的可靠性。", "language": "chinese", "position": {"atoms": [{"position_id": 657, "txt": "元奖励模型对生成的奖励进行二次评估，剔除低质量或存在偏见的样本，确保最终输出的可靠性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "实验效果：", "language": "chinese", "position": {"atoms": [{"position_id": 659, "txt": "实验效果：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "在Reward Bench基准测试中，采用元奖励模型的DeepSeek-GRM-27B性能超越GPT-4o等主流模型。", "language": "chinese", "position": {"atoms": [{"position_id": 661, "txt": "在Reward Bench基准测试中，采用元奖励模型的DeepSeek-GRM-27B性能超越GPT-4o等主流模型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[20]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "结合推理时扩展（如32次采样投票），模型性能可达到与参数量10倍于自身的MoE模型相当的水平，验证了“轻量模型+高效扩展”路线的可行性。", "language": "chinese", "position": {"atoms": [{"position_id": 663, "txt": "结合推理时扩展（如32次采样投票），模型性能可达到与参数量10倍于自身的MoE模型相当的水平，验证了“轻量模型+高效扩展”路线的可行性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/23Jxyt2WTGD535n5702NFLu0.png", "language": "chinese", "position": {"atoms": [{"position_id": 132, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/23Jxyt2WTGD535n5702NFLu0.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 61, "global_sentence_id": 37, "edu_l1_label": "EDU_O"}, {"txt": "论文图表1截图", "language": "chinese", "position": {"atoms": [{"position_id": 665, "txt": "论文图表1截图", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 62, "global_sentence_id": 38, "edu_l1_label": "EDU_O"}, {"txt": "两项核心技术的优势", "language": "chinese", "position": {"atoms": [{"position_id": 667, "txt": "两项核心技术的优势", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span/span"}]}, "tags": [], "label": "title1", "web_segment_id": 63, "global_sentence_id": 39, "edu_l1_label": "BOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1tCrCC4sUMJ924s9bA3gT7JP.png", "language": "chinese", "position": {"atoms": [{"position_id": 141, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1tCrCC4sUMJ924s9bA3gT7JP.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 64, "global_sentence_id": 40, "edu_l1_label": "EDU_O"}, {"txt": "（一）突破传统训练范式", "language": "chinese", "position": {"atoms": [{"position_id": 669, "txt": "（一）突破传统训练范式", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 65, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "传统大模型依赖训练阶段的参数调整，而SPCT实现了推理阶段的实时优化。", "language": "chinese", "position": {"atoms": [{"position_id": 671, "txt": "传统大模型依赖训练阶段的参数调整，而SPCT实现了推理阶段的实时优化。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "例如，在处理长文本时，模型可通过动态生成原则，自适应调整生成策略，无需重新训练即提升任务表现。", "language": "chinese", "position": {"atoms": [{"position_id": 672, "txt": "例如，在处理长文本时，模型可通过动态生成原则，自适应调整生成策略，无需重新训练即提升任务表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "（二）成本与性能的“双重革命”", "language": "chinese", "position": {"atoms": [{"position_id": 674, "txt": "（二）成本与性能的“双重革命”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[28]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 67, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "1、低成本训练：", "language": "chinese", "position": {"atoms": [{"position_id": 676, "txt": "1、低成本训练：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "采用FP8混合精度与多令牌预测技术，DeepSeek-GRM的训练成本仅为同类模型的1/5。", "language": "chinese", "position": {"atoms": [{"position_id": 678, "txt": "采用FP8混合精度与多令牌预测技术，DeepSeek-GRM的训练成本仅为同类模型的1/5。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "2、高效推理：", "language": "chinese", "position": {"atoms": [{"position_id": 680, "txt": "2、高效推理：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[30]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "通过元奖励模型的投票机制，仅需8次采样即可达到最优性能，大幅降低计算资源消耗。", "language": "chinese", "position": {"atoms": [{"position_id": 682, "txt": "通过元奖励模型的投票机制，仅需8次采样即可达到最优性能，大幅降低计算资源消耗。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[30]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "（三）开源生态的“催化剂”", "language": "chinese", "position": {"atoms": [{"position_id": 684, "txt": "（三）开源生态的“催化剂”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[31]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 70, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "论文中公布的框架可直接应用于现有模型升级。", "language": "chinese", "position": {"atoms": [{"position_id": 686, "txt": "论文中公布的框架可直接应用于现有模型升级。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[32]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "例如，基于Gemma-2-27B微调的DeepSeek-GRM-27B已开源，为开发者提供了低门槛优化工具。", "language": "chinese", "position": {"atoms": [{"position_id": 687, "txt": "例如，基于Gemma-2-27B微调的DeepSeek-GRM-27B已开源，为开发者提供了低门槛优化工具。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[32]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "清华大学教授沈阳评价称，该技术“加速了AI技术民主化进程”。", "language": "chinese", "position": {"atoms": [{"position_id": 688, "txt": "清华大学教授沈阳评价称，该技术“加速了AI技术民主化进程”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[32]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4os0dD5pPbhNRCzf13wmVr.png", "language": "chinese", "position": {"atoms": [{"position_id": 166, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4os0dD5pPbhNRCzf13wmVr.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[33]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 72, 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{"txt": "虽然此次发布的论文未明确提及R2，但多方线索表明其即将面世：", "language": "chinese", "position": {"atoms": [{"position_id": 697, "txt": "虽然此次发布的论文未明确提及R2，但多方线索表明其即将面世：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[38]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "一是SPCT与元奖励模型的负载均衡策略，与DeepSeek前代模型R1的知识蒸馏技术一脉相承，为迭代奠定基础。", "language": "chinese", "position": {"atoms": [{"position_id": 698, "txt": "一是SPCT与元奖励模型的负载均衡策略，与DeepSeek前代模型R1的知识蒸馏技术一脉相承，为迭代奠定基础。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[38]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "二是OpenAI近期宣布将开源推理模型，被解读为应对R2的竞争压力。", "language": "chinese", "position": {"atoms": [{"position_id": 699, "txt": "二是OpenAI近期宣布将开源推理模型，被解读为应对R2的竞争压力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[38]/span/span"}]}, "tags": [], "label": "content", 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"content", "web_segment_id": 83, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "硬件适配：", "language": "chinese", "position": {"atoms": [{"position_id": 719, "txt": "硬件适配：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[45]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "R2支持FP8混合精度训练和多令牌预测技术，可在消费级GPU（如RTX3090）上流畅运行，大幅降低算力门槛。", "language": "chinese", "position": {"atoms": [{"position_id": 721, "txt": "R2支持FP8混合精度训练和多令牌预测技术，可在消费级GPU（如RTX3090）上流畅运行，大幅降低算力门槛。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[45]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "3、泛化能力增强", "language": "chinese", "position": {"atoms": [{"position_id": 723, "txt": "3、泛化能力增强", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[46]/span/span"}]}, "tags": [], "label": "title3", "web_segment_id": 85, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "多模态扩展：", "language": "chinese", "position": {"atoms": [{"position_id": 725, "txt": "多模态扩展：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[47]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "R2的元奖励模型框架可直接应用于图像、视频生成任务，实现“文本+视觉”的联合推理。", "language": "chinese", "position": {"atoms": [{"position_id": 727, "txt": "R2的元奖励模型框架可直接应用于图像、视频生成任务，实现“文本+视觉”的联合推理。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[47]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "实时学习机制：", "language": "chinese", "position": {"atoms": [{"position_id": 729, "txt": "实时学习机制：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "在对话场景中，R2可“边推理边更新”，持续优化模型表现，适用于金融、医疗等对实时性要求高的领域。", "language": "chinese", "position": {"atoms": [{"position_id": 731, "txt": "在对话场景中，R2可“边推理边更新”，持续优化模型表现，适用于金融、医疗等对实时性要求高的领域。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "（二）R2可能带来的对AI行业的冲击", "language": "chinese", "position": {"atoms": [{"position_id": 733, "txt": "（二）R2可能带来的对AI行业的冲击", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[49]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 88, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "1、技术路线变革：", "language": "chinese", "position": {"atoms": [{"position_id": 735, "txt": "1、技术路线变革：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[50]/span[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "R2的“推理时Scaling”策略挑战传统“参数规模决定性能”的范式，可能引发行业对模型效率的重新评估。", "language": "chinese", "position": {"atoms": [{"position_id": 737, "txt": "R2的“推理时Scaling”策略挑战传统“参数规模决定性能”的范式，可能引发行业对模型效率的重新评估。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[50]/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "2、应用场景拓展：", "language": "chinese", "position": {"atoms": [{"position_id": 739, "txt": "2、应用场景拓展：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[51]/span[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "R2的低成本和高泛化能力将推动AI在中小企业的普及，加速金融、制造、教育等领域的智能化转型。", "language": "chinese", "position": {"atoms": [{"position_id": 741, "txt": "R2的低成本和高泛化能力将推动AI在中小企业的普及，加速金融、制造、教育等领域的智能化转型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[51]/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 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"position": {"atoms": [{"position_id": 749, "txt": "1、多模态深度融合：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[57]/span[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "R2的元奖励模型框架可扩展至图像、语音等多模态任务，实现“跨模态推理-评价-优化”的全流程闭环。", "language": "chinese", "position": {"atoms": [{"position_id": 751, "txt": "R2的元奖励模型框架可扩展至图像、语音等多模态任务，实现“跨模态推理-评价-优化”的全流程闭环。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[57]/span[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "2、边缘智能普及：", "language": "chinese", "position": {"atoms": [{"position_id": 753, "txt": "2、边缘智能普及：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[58]/span[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "R2的轻量化设计（如7B蒸馏版）将推动AI在物联网设备、自动驾驶等边缘场景的应用。", "language": 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# R2来袭？DeepSeek与清华联手，开启大模型推理新时代 ## 两项核心技术的原理 ### （一）自我原则点评调优 #### 技术实现分为两阶段： #### 优势对比传统方法： ### （二）元奖励模型 #### 实验效果： ## 两项核心技术的优势 ### （一）突破传统训练范式 ### （二）成本与性能的“双重革命” ### （三）开源生态的“催化剂” ## R2模型的猜想 ### （一）R2可能具备的优势预测 #### 1、推理能力跃升 #### 2、成本效率革命 #### 3、泛化能力增强 ### （二）R2可能带来的对AI行业的冲击 ## 畅想R2之后的AI新图景 ### （一）技术融合趋势 ### （二）伦理与治理挑战
f7fa6fb2-a150-4065-80bf-01534f65845b
web
test/raw_web_htmls/f7fa6fb2-a150-4065-80bf-01534f65845b.html
https://phys.org/news/2025-02-beauty-standard.html
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"/html/body/div[1]/section[1]/div/div/div[2]/ul/li[2]/div[3]/a[3]/article/figure/figcaption/div/div/p"}]}, "tags": ["figcaption", "img", "li"], "label": "O", "web_segment_id": 167, "global_sentence_id": 139, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# The beauty standard is intensifying. At what cost? ## Social media pressure ## Relax, sculpt, lift: High-definition make-up ## Priced out, excluded or in debt ## Signs of resistance
8977569c-2c8d-4fda-8e11-dc10b0c0ed56
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test/raw_pdf_files/8977569c-2c8d-4fda-8e11-dc10b0c0ed56.pdf
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{"entry_id": "8977569c-2c8d-4fda-8e11-dc10b0c0ed56", "infos": [{"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 0, "bbox": [[0.051, 0.023, 0.318, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 0, "bbox": [[0.842, 0.032, 0.955, 0.045]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": "劳动数据如何反映联邦政府裁员的影响？", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 100000, "bbox": [[0.092, 0.126, 0.561, 0.143]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 3, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 200000, "bbox": [[0.068, 0.122, 0.09, 0.175]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 4, "global_sentence_id": 3, "edu_l1_label": "EDU_O"}, {"txt": "--美国2月劳动数据 2025年3月8日", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.505, 0.166, 0.685, 0.172], [0.842, 0.163, 0.949, 0.172]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 4, "edu_l1_label": "EDU_O"}, {"txt": "· 新增非农就业略低于预期，失业率升至4.1%，时薪同比增速4.02%：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.117, 0.223, 0.126, 0.23], [0.154, 0.222, 0.622, 0.23]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 5, "edu_l1_label": "BOS"}, {"txt": "单位调查（establishment survey）方面，2月新增岗位15.1万个，稍低于16万个的预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.622, 0.222, 0.687, 0.231], [0.16, 0.239, 0.673, 0.247]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "1月新增就业从14.3万个下修至12.5万个，12月新增就业从30.7万个上修至32.3万个。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.673, 0.239, 0.687, 0.247], [0.154, 0.255, 0.68, 0.264]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "非农时薪增速环比0.28%，前值略下修至0.42%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.154, 0.27, 0.457, 0.279]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "同比增速为4.02%，近期变化不大。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.457, 0.27, 0.683, 0.279]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "家庭调查（household survey）方面，失业率升至4.1%，高于4.0％的预期，劳动参与率稍升至62.4％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.154, 0.287, 0.687, 0.295], [0.154, 0.302, 0.272, 0.311]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "2025年2月家庭全职就业总数环比减少122.0万人，1月家庭就业因年度调整上修238.6万人后出现回落；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.272, 0.302, 0.687, 0.311], [0.154, 0.319, 0.391, 0.328]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "兼职就业总数仅减少1.7万人。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.391, 0.319, 0.579, 0.328]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 6, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "·特朗普政府的裁员计划对哥伦比亚特区影响更为明显，自愿辞职计划冲击可能四季度才会显现：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.117, 0.346, 0.688, 0.353], [0.154, 0.36, 0.19, 0.368]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "服务就业方面未来可能需要注意的是，如果特朗普政府的预算为了缩减赤字而开始显著削减Medicaid，那么相关就业可能会受到打击。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.19, 0.36, 0.687, 0.368], [0.154, 0.376, 0.48, 0.384]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "政府就业方面，2月新增就业缓和至1.1万人，联邦政府雇员减少了约1万人，但由于特朗普此前提出的2月6日前辞职可领薪资至9月底的裁员计划，对联邦雇员的显著冲击可能需要到四季度数据中才能体现。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.48, 0.376, 0.687, 0.384], [0.155, 0.393, 0.686, 0.4], [0.154, 0.408, 0.68, 0.417]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "不过，哥伦比亚特区的失业金初请人数已经从400到800人左右跃升至1600人上方，即政府效率部（DOGE）的人员裁撤影响已经开始显现，但还不至于影响全国失业率。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.154, 0.425, 0.687, 0.432], [0.154, 0.44, 0.659, 0.448]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "虽然大规模限制和驱逐移民目前尚未落地，在裁员、控制赤字等方案下，劳动市场面临的下行风险依然更高，短期继续处于缓慢弱化的状态。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.659, 0.44, 0.688, 0.449], [0.154, 0.456, 0.686, 0.465], [0.154, 0.473, 0.429, 0.481]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 7, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "· 制造业在偏高利率和关税扰动下依然难有起色：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.118, 0.499, 0.126, 0.505], [0.154, 0.498, 0.432, 0.505]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "商品生产依然维持弱势，2月ISM制造业PMI的就业环比回落，新订单也预示生产大幅改善的概率不高；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.432, 0.498, 0.686, 0.505], [0.154, 0.514, 0.535, 0.522]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "我们认为特朗普政策目前对于中小企业包括减税在内的利好较难实现，且关税造成成本端和预期的扰动，这意味着制造业在利率明显降低前难以明显恢复。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.535, 0.514, 0.687, 0.523], [0.154, 0.53, 0.687, 0.538], [0.154, 0.545, 0.398, 0.554]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "尽管前两个月的新增非农就业人数略低于预期，但费城联储的就业同步指标同比增速维持2.65%（衰退阈值需要2.5％以下），劳动市场并不会拖累经济进入小幅衰退状态，也不需要偏早的降息。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.398, 0.545, 0.679, 0.555], [0.154, 0.562, 0.687, 0.57], [0.155, 0.578, 0.484, 0.587]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 8, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "· 劳动市场弱化支持年内降息，但“薪资-消费”循环意味着经济暂不会大幅走弱：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.118, 0.604, 0.126, 0.61], [0.154, 0.603, 0.628, 0.611]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "2月劳动市场整体体现出略弱于预期的状态，但依然没有达到需要让美联储考虑降息的条件。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.628, 0.603, 0.687, 0.611], [0.154, 0.619, 0.657, 0.628]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "我们认为较为可能触发进一步降息的条件包括（1）非农新增就业开始稳定的低于10万岗位／月，(2）失业率再度接近4.4％左右的自然失业率水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.657, 0.619, 0.686, 0.628], [0.154, 0.635, 0.685, 0.643], [0.154, 0.651, 0.481, 0.659]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "不过以目前的就业情况和薪资增速来看，劳动市场依然不存在短期快速下滑的风险，而特朗普政府的裁员计划可能要等到四季度才会更明显的显现。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.481, 0.651, 0.687, 0.659], [0.155, 0.667, 0.686, 0.675], [0.154, 0.683, 0.299, 0.69]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "我们继续维持2025年有望降息3次，首次降息在年中出现的判断。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.299, 0.683, 0.686, 0.691], [0.153, 0.699, 0.175, 0.708]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "劳动市场的逐步弱化与经济开始放缓相匹配，未来的情况是经济温和下行、经济大幅下行还是滞胀似乎取决于特朗普政府的财政紧缩以及关税力度，而美联储的货币政策只能相对被动的对不确定性作出反应。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.175, 0.699, 0.687, 0.707], [0.156, 0.716, 0.686, 0.723], [0.154, 0.732, 0.35, 0.739]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "·市场对劳动市场稍弱反应有限，待增长担忧充分定价后美股依然存在机会：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.117, 0.758, 0.126, 0.764], [0.154, 0.757, 0.6, 0.765]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "我们认为年内三次左右降息的预期较为合理，这意味着美债收益率在经济数据明显弱化前，进一步降至4.0％以下的概率不高。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.6, 0.757, 0.687, 0.765], [0.154, 0.773, 0.685, 0.781], [0.154, 0.789, 0.292, 0.798]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "如果关税进一步落地并在通胀数据中显现，需要警惕降息预期再度开始压缩的可能。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.292, 0.789, 0.687, 0.798], [0.154, 0.805, 0.259, 0.814]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "CME数据显示联邦基金利率期货交易者预期2025年在6、7、10月出现三次降息。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.259, 0.805, 0.686, 0.813], [0.154, 0.821, 0.233, 0.83]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "美债收益率小幅回升，10年期收益率上行1.89BP至4.297%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.233, 0.821, 0.614, 0.829]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "美元指数在劳动数据公布后震荡，然后略微回升至103.8969；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.614, 0.821, 0.686, 0.829], [0.154, 0.837, 0.452, 0.846]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "美国三大股指在周四大幅下跌后有所恢复。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.452, 0.837, 0.687, 0.845], [0.154, 0.853, 0.178, 0.862]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "伦敦黄金震荡，但依然维持在2900美元／盎司上方。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.178, 0.853, 0.494, 0.862]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "从基本面角度考虑，美国经济离大幅下行尚有距离，经济数据的走弱可能在下半年会更加明显，但市场已经开始提前交易特朗普对经济、企业名义利润等造成的冲击。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.494, 0.853, 0.687, 0.862], [0.154, 0.869, 0.687, 0.877], [0.154, 0.885, 0.425, 0.894]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "因此，如果美股上半年陷入调整，可能是介入的较好时点，未来可能会随着关税冲击淡化、美联储开始温和降息等因素而出现回升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.425, 0.885, 0.686, 0.894], [0.154, 0.901, 0.671, 0.911]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "分析师", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.713, 0.223, 0.758, 0.233]]}]}, "tags": ["title"], "label": "author", 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"EDU_O"}, {"txt": ":", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.729, 0.354, 0.736, 0.36]]}]}, "tags": ["text"], "label": "author", "web_segment_id": 19, "global_sentence_id": 49, "edu_l1_label": "EDU_O"}, {"txt": "186-5320-7096", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.736, 0.354, 0.83, 0.359]]}]}, "tags": ["text"], "label": "author", "web_segment_id": 19, "global_sentence_id": 50, "edu_l1_label": "EDU_O"}, {"txt": ":", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.728, 0.371, 0.734, 0.378]]}]}, "tags": ["text"], "label": "author", "web_segment_id": 20, "global_sentence_id": 51, "edu_l1_label": "EDU_O"}, {"txt": "[email protected]", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 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"web_segment_id": 23, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "1．政府裁员、财政紧缩和移民政策冲击就业的风险", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1700000, "bbox": [[0.712, 0.497, 0.954, 0.504]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 24, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "2．美国银行系统意外出现流动性问题的风险", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.712, 0.515, 0.921, 0.522]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 25, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "3．劳动市场不同统计序列和方式存在误差的风险", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1900000, "bbox": [[0.712, 0.531, 0.943, 0.538]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 26, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.068, 0.949, 0.799, 0.965]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 27, "global_sentence_id": 60, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.055, 0.023, 0.321, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 61, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.844, 0.032, 0.955, 0.045]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 62, "edu_l1_label": "EDU_O"}, {"txt": "一、劳动数据略弱于预期，稳定中稍有下滑", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.274, 0.102, 0.831, 0.116]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 3, "global_sentence_id": 63, "edu_l1_label": "BOS"}, {"txt": "美国劳工数据局（BLS)3月7日公布了2025年2月的劳动数据，1月的劳动数据由于家庭和单位调查均进行了修正，噪音较大，家庭就业的调整也导致了失业率的意外回流。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.296, 0.137, 0.95, 0.146], [0.265, 0.156, 0.791, 0.166]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "2月的劳动数据依然保持了相对稳定，虽然略弱于预期，但仍显示美国劳动市场和“薪资-消费”循环没有出现明显的裂痕。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.791, 0.156, 0.95, 0.165], [0.265, 0.175, 0.935, 0.185]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "失业率缓慢的弱化也意味着美联储短期仍不急于降息，而特朗普政府的裁员计划和限制非法移民流入以及驱逐等尚未对整体劳动数据造成冲击。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.935, 0.175, 0.951, 0.185], [0.265, 0.194, 0.95, 0.203], [0.265, 0.213, 0.513, 0.222]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "单位调查（establishment survey）方面，2月新增岗位15.1万个，稍低于16万个的预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.296, 0.232, 0.936, 0.241]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "1月新增就业从14.3万个下修至12.5万个，12月新增就业从30.7万个上修至32.3万个，累计下修0.2万个。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.936, 0.232, 0.95, 0.24], [0.264, 0.25, 0.951, 0.259], [0.264, 0.269, 0.305, 0.279]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "非农时薪增速环比0.28%，前值略下修至0.42%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.305, 0.269, 0.641, 0.279]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "同比增速为4.02%，近期变化不大。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.641, 0.269, 0.888, 0.28]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "家庭调查（household survey）方面，失业率升至4.1%，高于4.0％的预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2400000, "bbox": [[0.295, 0.288, 0.843, 0.297]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "劳动参与率稍升至62.4%,55岁及以上参与率降至38.1%,25-54岁参与率保持83.5％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2400000, "bbox": [[0.843, 0.288, 0.95, 0.297], [0.265, 0.307, 0.764, 0.317]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "2025年2月家庭全职就业总数环比减少122.0万人，1月家庭就业因年度调整上修238.6万人后出现回落；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2400000, "bbox": [[0.764, 0.307, 0.95, 0.316], [0.265, 0.326, 0.807, 0.335]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "兼职就业总数仅减少1.7万人。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2400000, "bbox": [[0.807, 0.326, 0.949, 0.335], [0.264, 0.344, 0.339, 0.355]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "累计兼职工作人数三月均同比降低至0.10%，累计全职工作人数三月均同比增速回升至1.20%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2400000, "bbox": [[0.339, 0.344, 0.95, 0.354], [0.264, 0.364, 0.316, 0.373]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "从新增非农就业的结构来看，商品就业依然保持较低的岗位贡献，在偏高利率和特朗普的关税扰动下短期仍难有起色；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.295, 0.382, 0.95, 0.391], [0.265, 0.401, 0.392, 0.411]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "服务就业的新增岗位依然集中在中低技能服务业，教育和保健服务增长7.3万个岗位，依然是贡献最突出的。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.392, 0.401, 0.95, 0.411], [0.265, 0.42, 0.447, 0.43]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "未来可能需要注意，如果特朗普政府的预算为了缩减赤字而开始显著削减Medicaid，那么相关就业可能会受到打击；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.447, 0.42, 0.95, 0.429], [0.264, 0.439, 0.553, 0.448]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "虽然目前来看除了减少Medicaid 费用中的浪费外，大规模降低相关支出从政治角度并不现实。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.553, 0.439, 0.95, 0.448], [0.265, 0.458, 0.516, 0.467]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "政府就业方面，2月新增就业缓和至1.1万人，联邦政府雇员减少了约1万人，但由于特朗普此前提出的2月6日前辞职可领薪资至9月底的裁员计划，对联邦雇员的显著冲击可能需要到四季度数据中才能体现。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.516, 0.458, 0.95, 0.467], [0.265, 0.476, 0.95, 0.486], [0.265, 0.496, 0.565, 0.505]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "不过，哥伦比亚特区的失业金初请人数已经从400到800人左右跃升至1600人上方，即政府效率部（DOGE）的人员裁撤影响已经开始显现，但还不至于影响全国失业率。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.565, 0.496, 0.95, 0.504], [0.264, 0.514, 0.95, 0.524], [0.265, 0.533, 0.35, 0.543]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "虽然如此，大规模限制和驱逐移民目前尚未落地，在裁员、控制赤字等方案下，劳动市场面临的下行风险依然更高，短期继续处于缓慢弱化的状态。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.35, 0.533, 0.95, 0.543], [0.265, 0.552, 0.649, 0.561]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "图1：新增非农就业环比反弹", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2600000, "bbox": [[0.06, 0.571, 0.244, 0.581]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 8, "global_sentence_id": 83, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2700000, "bbox": [[0.069, 0.587, 0.5, 0.782]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 9, "global_sentence_id": 84, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.063, 0.787, 0.121, 0.795]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 85, "edu_l1_label": "EDU_O"}, {"txt": "BLS，中国银河证券研究院", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.121, 0.787, 0.275, 0.795]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 86, "edu_l1_label": "EDU_O"}, {"txt": "图2：劳动参与率稍回升，供给仍然充足（%）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2900000, "bbox": [[0.521, 0.57, 0.814, 0.582]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 11, "global_sentence_id": 87, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.527, 0.585, 0.961, 0.782]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 12, "global_sentence_id": 88, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.525, 0.787, 0.58, 0.795]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 13, "global_sentence_id": 89, "edu_l1_label": "EDU_O"}, {"txt": "BLS，中国银河证券研究院", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.58, 0.787, 0.737, 0.795]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 13, "global_sentence_id": 90, "edu_l1_label": "EDU_O"}, {"txt": "在1月两个劳动数据统计序列的修正后，2月劳动市场整体体现出略弱于预期的状态，但依然没有达到需要让美联储考虑降息的条件。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.296, 0.823, 0.95, 0.833], [0.265, 0.842, 0.504, 0.852]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "我们认为较为可能触发进一步降息的条件包括（1）非农新增就业开始稳定的低于10万岗位／月，(2）失业率再度接近4.4％左右的自然失业率水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.504, 0.842, 0.95, 0.852], [0.265, 0.861, 0.825, 0.871]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "不过以目前的就业情况和薪资增速来看，劳动市场依然不存在短期快速下滑的风险，而特朗普政府的裁员计划可能要等到四季度才会更明显的显现，政府工作人员失业的影响也只主要集中在哥伦比亚特区，并不会显著冲击全", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.825, 0.861, 0.95, 0.871], [0.265, 0.88, 0.95, 0.89], [0.265, 0.9, 0.95, 0.909]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.926, 0.944, 0.952, 0.967]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 15, "global_sentence_id": 94, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.068, 0.949, 0.428, 0.965]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 16, "global_sentence_id": 95, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.055, 0.024, 0.321, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.844, 0.032, 0.955, 0.045]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 97, "edu_l1_label": "EDU_O"}, {"txt": "国失业率。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.264, 0.081, 0.332, 0.091]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "从风险角度考虑，DOGE和财政预算都可能导致持续的医疗保健和政府工作岗位的削减，而经济逐步弱化的趋势也意味着劳动市场面临的下行压力高于上行压力。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.332, 0.081, 0.951, 0.091], [0.265, 0.1, 0.725, 0.11]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "因此，我们继续维持2025年有望降息3次，首次降息在年中出现的判断。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.725, 0.1, 0.95, 0.11], [0.265, 0.119, 0.552, 0.128]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "劳动市场的逐步弱化与经济开始放缓相匹配，未来的情况是经济温和下行、经济大幅下行还是滞胀似乎取决于特朗普政府的财政紧缩以及关税力度，而美联储的货币政策只能相对被动的对不确定性作出反应。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.552, 0.119, 0.95, 0.129], [0.264, 0.138, 0.951, 0.147], [0.266, 0.157, 0.558, 0.166]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "图3：无法申领失业金的失业人口略有增加（千人）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.06, 0.176, 0.379, 0.186]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 4, "global_sentence_id": 102, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.065, 0.189, 0.5, 0.391]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 5, "global_sentence_id": 103, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.063, 0.396, 0.119, 0.404]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 104, "edu_l1_label": "EDU_O"}, {"txt": "BLS，中国银河证券研究院", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.119, 0.396, 0.275, 0.404]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 105, "edu_l1_label": "EDU_O"}, {"txt": "图4：失业率贡献拆解显示2月非暂时性失业小幅增加", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.522, 0.176, 0.864, 0.186]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 106, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.531, 0.189, 0.957, 0.388]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 8, "global_sentence_id": 107, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.525, 0.396, 0.58, 0.403]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 108, "edu_l1_label": "EDU_O"}, {"txt": "Fred，中国银河证券研究院", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.58, 0.396, 0.735, 0.404]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 109, "edu_l1_label": "EDU_O"}, {"txt": "分项目来看，(1）新增非农就业新增岗位15.1万个，其中商品生产新增3.4万个，服务增加10.6万个，政府贡献1.1万个；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.301, 0.432, 0.95, 0.442], [0.265, 0.452, 0.448, 0.461]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "剔除政府影响后实际增加14.0万个岗位。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.448, 0.452, 0.743, 0.461]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "商品生产依然维持弱势，2月ISM制造业PMI的就业环比回落，新订单也预示生产大幅改善的概率不高；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.743, 0.452, 0.948, 0.461], [0.264, 0.471, 0.777, 0.48]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "我们认为特朗普政策目前对于中小企业包括减税在内的利好较难实现，且关税造成成本端和预期的扰动，这意味着制造业在利率明显降低前难以明显恢复。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.777, 0.471, 0.95, 0.48], [0.265, 0.489, 0.95, 0.499], [0.265, 0.508, 0.44, 0.517]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "主要新增就业依然来自于服务业，持续强势的教育和保健服务贡献的7.3万个岗位，金融活动业贡献2.1万个岗位，但休闲酒店业和零售业负增长。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.44, 0.508, 0.95, 0.518], [0.264, 0.527, 0.747, 0.537]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "尽管前两个月的新增非农就业人数略低于预期，但费城联储的就业同步指标同比增速维持2.65%（衰退阈值需要2.5％以下），劳动市场并不会拖累经济进入小幅衰退状态，也不需要偏早的降息。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.747, 0.527, 0.95, 0.536], [0.264, 0.545, 0.949, 0.556], [0.265, 0.565, 0.678, 0.574]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "（2）名义时薪增速稳定，仍与2.5%-3％的通胀水平匹配。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.307, 0.583, 0.696, 0.593]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "2月非农时薪环比从前值0.42％放缓至0.28%，三个月均值为0.30%，同比增速4.02%，继续稳定在4％附近。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.696, 0.583, 0.949, 0.593], [0.264, 0.603, 0.781, 0.612]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "薪资增速目前的状况较为良好，虽然工时处于偏低位置，但私人非农总收入拟合指标显示名义工资收入和零售销售依然将保持稳定，预计可以维持4％到5％的同比增速。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.781, 0.603, 0.95, 0.612], [0.265, 0.622, 0.95, 0.631], [0.264, 0.64, 0.552, 0.65]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "这也意味着虽然近期市场开始担忧经济失速并陷入衰退，但消费和就业之间较为稳定的循环不易被打破，我们认同经济在关税和财政缩减等潜在扰动下有下行担忧，但软着陆目前仍是基准情况。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.552, 0.64, 0.949, 0.65], [0.265, 0.66, 0.96, 0.67], [0.265, 0.678, 0.452, 0.687]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "（3）失业率升至4.14%，高于市场预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.302, 0.697, 0.584, 0.707]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "1月的失业率意外回落主要由于统计调整将更多的移民和就业人口纳入了统计，政府裁员造成的失业短期亦不会在失业数据中明显体现，所以相较于失业率，通胀的路径对政策影响更加关键。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.584, 0.697, 0.95, 0.707], [0.265, 0.716, 0.943, 0.726], [0.265, 0.735, 0.484, 0.745]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "2月总失业人口增加20.3万人至705.2万人，作为分母的劳动力人口整体稳定，对失业率影响不大。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.484, 0.735, 0.951, 0.745], [0.265, 0.754, 0.485, 0.763]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "从构成来看，4.14％的失业率中，非暂时性失业贡献了0.06％的边际回落，再进入和新进入劳动市场者贡献了0.05％的回升，供需两端都小幅弱化。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.485, 0.754, 0.95, 0.762], [0.264, 0.773, 0.791, 0.782]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "特朗普的政府裁员影响主要集中在哥伦比亚特区，具体表现为失业金初请和续请人数的上升以及房价的下跌，不过这短期不会显著影响失业率。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.791, 0.773, 0.95, 0.781], [0.265, 0.791, 0.95, 0.801], [0.265, 0.81, 0.375, 0.82]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "（4）从供需考虑，劳动市场继续处于相对平衡的状态，未来的方向取决于联邦政府裁员和移民政策的影响。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.307, 0.829, 0.95, 0.838], [0.266, 0.848, 0.332, 0.857]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "1月职位空缺数据还未公布，但劳动市场缺口预计不会明显扩张。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.332, 0.848, 0.774, 0.857]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "稍领先的Indeed 招聘数反映未来需求放缓较慢，而JOLTs 显示裁员导致的离职人数还在低位，自愿离职稍有回升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.774, 0.848, 0.95, 0.857], [0.265, 0.867, 0.884, 0.876]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "供给方面，劳动参与率稍降低，劳动人口回落，移民供给稳定。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.884, 0.867, 0.958, 0.878], [0.264, 0.885, 0.609, 0.895]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "非本地出生劳动人口2月稍降至3324.1万人，增", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.609, 0.885, 0.95, 0.895]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.068, 0.949, 0.946, 0.965]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 14, "global_sentence_id": 130, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.055, 0.024, 0.321, 0.052]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 131, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.844, 0.032, 0.955, 0.045]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 132, "edu_l1_label": "EDU_O"}, {"txt": "长趋势依然明显快于疫情前。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.265, 0.081, 0.45, 0.091]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "2月平均周工时维持34.1小时，处于偏低水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.45, 0.081, 0.781, 0.091]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "总体上，供需缺口变化不大。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.781, 0.081, 0.95, 0.091], [0.264, 0.1, 0.286, 0.11]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "整体上，市场认为2月数据体现了劳动市场的小幅弱化，市场维持了较乐观的降息预期；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.3, 0.119, 0.898, 0.128]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "我们认为年内三次左右降息的预期较为合理，这意味着美债收益率在经济数据明显弱化前，进一步降至4.0％以下的概率不高。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.898, 0.119, 0.95, 0.128], [0.264, 0.138, 0.95, 0.147], [0.266, 0.157, 0.383, 0.166]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "如果关税开始进一步落地并在通胀数据中显现，需要警惕降息预期再度开始压缩的可能。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.383, 0.157, 0.949, 0.166], [0.264, 0.176, 0.289, 0.185]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "CME数据显示联邦基金利率期货交易者预期2025年在6、7、10月出现三次降息。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.289, 0.176, 0.856, 0.185]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "美债收益率小幅回升，10年期收益率上行1.89BP至4.297%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.856, 0.176, 0.95, 0.186], [0.265, 0.195, 0.606, 0.205]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "美元指数在劳动数据公布后震荡，然后略微回升至103.8969；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.606, 0.195, 0.95, 0.204], [0.264, 0.214, 0.337, 0.223]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "美国三大股指在周四大幅下跌后有所恢复。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.337, 0.214, 0.627, 0.223]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "伦敦黄金震荡，但依然维持在2900美元／盎司上方。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.627, 0.214, 0.95, 0.223], [0.266, 0.232, 0.306, 0.242]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "从基本面角度考虑，美国经济离大幅下行尚有距离，经济数据的走弱可能在下半年会更加明显，但市场已经开始提前交易特朗普对经济、企业名义利润等造成的冲击。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.306, 0.232, 0.943, 0.243], [0.264, 0.251, 0.732, 0.261]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "因此，如果美股上半年陷入调整，可能是介入的较好时点，未来可能会随着关税冲击淡化、美联储开始温和降息等因素而出现回升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.732, 0.251, 0.956, 0.262], [0.265, 0.27, 0.905, 0.28]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": "图5：特朗普政府的裁员已经造成DC的失业金申领人数上行", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4600000, "bbox": [[0.06, 0.308, 0.445, 0.319]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 146, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": 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0.851, 0.319]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 8, "global_sentence_id": 150, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5000000, "bbox": [[0.53, 0.325, 0.955, 0.52]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 9, "global_sentence_id": 151, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5100000, "bbox": [[0.525, 0.529, 0.584, 0.536]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 152, "edu_l1_label": "EDU_O"}, {"txt": "Fred，中国银河证券研究院", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5100000, "bbox": [[0.584, 0.529, 0.734, 0.537]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 153, "edu_l1_label": "EDU_O"}, {"txt": "图7：失业率小幅回升", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5200000, "bbox": [[0.06, 0.565, 0.202, 0.575]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 11, "global_sentence_id": 154, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5300000, "bbox": [[0.065, 0.578, 0.498, 0.78]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 12, "global_sentence_id": 155, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5400000, "bbox": [[0.063, 0.783, 0.12, 0.792]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 13, "global_sentence_id": 156, "edu_l1_label": "EDU_O"}, {"txt": "BLS，中国银河证券研究院", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5400000, "bbox": [[0.12, 0.783, 0.275, 0.792]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 13, "global_sentence_id": 157, "edu_l1_label": "EDU_O"}, {"txt": "图8：粗略劳动市场缺口略有收窄", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5500000, "bbox": [[0.522, 0.565, 0.736, 0.574]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 14, "global_sentence_id": 158, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5600000, "bbox": [[0.53, 0.58, 0.959, 0.78]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 15, "global_sentence_id": 159, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5700000, 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# 劳动数据如何反映联邦政府裁员的影响？ ## 一、劳动数据略弱于预期，稳定中稍有下滑 ## 二、非农就业修正有限，但注意裁员数量上升 ## 三、风险提示 ### （1）政府裁员、财政紧缩和移民政策冲击就业的风险 ### （2）美国银行系统意外出现流动性问题的风险 ### （3）劳动市场不同统计序列和方式存在误差的风险
b44af73f-25bc-4a0f-8b7f-f7b5155016a6
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"edu_l1_label": "IOS"}, {"txt": "）。", "language": "chinese", "position": {"atoms": [{"position_id": 855, "txt": "）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[38]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "但凡能多玩点好游戏，对这几款不嫌弃就不错了，要想沉迷其中，还真有些难度。", "language": "chinese", "position": {"atoms": [{"position_id": 857, "txt": "但凡能多玩点好游戏，对这几款不嫌弃就不错了，要想沉迷其中，还真有些难度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[40]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "就像暴饮暴食的人一般之前没吃过好的，如果一个人从小山珍海味的长大，他大概率是不会把吃饭当做宝的。", "language": "chinese", "position": {"atoms": [{"position_id": 859, "txt": "就像暴饮暴食的人一般之前没吃过好的，如果一个人从小山珍海味的长大，他大概率是不会把吃饭当做宝的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[42]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "我们没有能力将游戏完全隔绝在孩子的生活之外，既然他们迟早会接触到游戏，不如教给他们怎么去和游戏“共存”，怎么去选择游戏，而不是被游戏选择。", "language": "chinese", "position": {"atoms": [{"position_id": 861, "txt": "我们没有能力将游戏完全隔绝在孩子的生活之外，既然他们迟早会接触到游戏，不如教给他们怎么去和游戏“共存”，怎么去选择游戏，而不是被游戏选择。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[44]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "只要有规则和引导，小娃也可以玩游戏", "language": "chinese", "position": {"atoms": [{"position_id": 863, "txt": "只要有规则和引导，小娃也可以玩", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[46]/span/strong/span"}, {"position_id": 865, "txt": "游戏", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[46]/span/strong/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 63, "global_sentence_id": 33, "edu_l1_label": "BOS"}, {"txt": "低龄小娃玩游戏，和大娃还是不同的，需要很多限制和引导。", "language": "chinese", "position": {"atoms": [{"position_id": 867, "txt": "低龄小娃玩游戏，和大娃还是不同的，需要很多限制和引导。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "由我家的经验来看，带娃玩游戏要注意以下几点：", "language": "chinese", "position": {"atoms": [{"position_id": 868, "txt": "由我家的经验来看，带娃玩游戏要注意以下几点：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "1. 孩子三岁半左右，就可以开始带着玩游戏了", "language": "chinese", "position": {"atoms": [{"position_id": 870, "txt": "1. 孩子三岁半左右，就可以开始带着玩游戏了", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[50]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 65, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "我家是从小R 2岁10个月开始玩游戏的，但是现在回想起来，有点太早了。", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "我家是从小R 2岁10个月开始玩游戏的，但是现在回想起来，有点太早了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[52]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "孩子太小的话，理解不了剧情和操作，玩游戏只是看热闹和“试-错”型按按钮，没有任何收益。", "language": "chinese", "position": {"atoms": [{"position_id": 874, "txt": "孩子太小的话，理解不了剧情和操作，玩游戏只是看热闹和“试-错”型按按钮，没有任何收益。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[54]/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "还是等孩子能理解游戏内容，可以进行有效操作再开始比较好。", "language": "chinese", "position": {"atoms": [{"position_id": 876, "txt": "还是等孩子能理解游戏内容，可以进行有效操作再开始比较好。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[56]/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "我个人认为最早应该在三岁半左右。", "language": "chinese", "position": {"atoms": [{"position_id": 877, "txt": "我个人认为最早应该在三岁半左右。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[56]/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "2. 要限制时间：", "language": "chinese", "position": {"atoms": [{"position_id": 879, "txt": "2. 要限制时间：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[58]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 69, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "4岁之前是每天20分钟，4岁后是每天30分钟。", "language": "chinese", "position": {"atoms": [{"position_id": 880, "txt": "4岁之前是每天20分钟，4岁后是每天30分钟。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[58]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 69, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "我家把游戏当成正常活动，所以时间和其他活动（比如某个学习项目，手工等等）一样。", "language": "chinese", "position": {"atoms": [{"position_id": 882, "txt": "我家把游戏当成正常活动，所以时间和其他活动（比如某个学习项目，手工等等）一样。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[60]/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "4岁之前是每天20分钟，4岁后是每天30分钟。", "language": "chinese", "position": {"atoms": [{"position_id": 884, "txt": "4岁之前是每天20分钟，4岁后是每天30分钟。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[62]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "3. 游戏并不是奖励，只是日程的一部分", "language": "chinese", "position": {"atoms": [{"position_id": 886, "txt": "3. 游戏并不是奖励，只是日程的一部分", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[64]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 72, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "再次重申，我家对游戏的定位是“一个普通的活动选择”，没有任何区别对待。", "language": "chinese", "position": {"atoms": [{"position_id": 888, "txt": "再次重申，我家对游戏的定位是“一个普通的活动选择”，没有任何区别对待。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[66]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "所以就像我们不会把搭积木当作奖励一样，游戏也不会成为做任何事情的奖励。", "language": "chinese", "position": {"atoms": [{"position_id": 890, "txt": "所以就像我们不会把搭积木当作奖励一样，游戏也不会成为做任何事情的奖励。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[68]/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "另外，孩子做错事情了，我们也不会把剥夺游戏时间作为惩罚。", "language": "chinese", "position": {"atoms": [{"position_id": 892, "txt": "另外，孩子做错事情了，我们也不会把剥夺游戏时间作为惩罚。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[70]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "想让孩子觉得游戏很普通，首先家长在安排中就不能让它“特殊化”。", "language": "chinese", "position": {"atoms": [{"position_id": 893, "txt": "想让孩子觉得游戏很普通，首先家长在安排中就不能让它“特殊化”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[70]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "4. 玩游戏不是为了学习，而是为了开心", "language": "chinese", "position": {"atoms": [{"position_id": 895, "txt": "4. 玩游戏不是为了学习，而是为了开心", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[72]/span/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 76, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "不玩以益智为目的的游戏，尤其是以游戏为外壳包装的学习类APP。", "language": "chinese", "position": {"atoms": [{"position_id": 897, "txt": "不玩以益智为目的的游戏，尤其是以游戏为外壳包装的学习类APP。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[74]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "玩游戏不是为了学什么，而是为了纯开心。", "language": "chinese", "position": {"atoms": [{"position_id": 899, "txt": "玩游戏不是为了学什么，而是为了纯开心。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[76]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "孩子们不傻，纯玩和玩中学是区分的出来的，有限制的玩等于没玩，孩子长大脱离限制还是有可能失控的。", "language": "chinese", "position": {"atoms": [{"position_id": 901, "txt": "孩子们不傻，纯玩和玩中学是区分的出来的，有限制的玩等于没玩，孩子长大脱离限制还是有可能失控的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[78]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "另外既然是玩，家长就不要指手画脚的要求“走这边啊”“去做任务啊”，孩子想怎么玩就怎么玩，哪怕不按照游戏设计来，那也是他的自由。", "language": "chinese", "position": {"atoms": [{"position_id": 903, "txt": "另外既然是玩，家长就不要指手画脚的要求“走这边啊”“去做任务啊”，孩子想怎么玩就怎么玩，哪怕不按照游戏设计来，那也是他的自由。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[80]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "5. 多和孩子一起玩合作类游戏", "language": "chinese", "position": {"atoms": [{"position_id": 905, "txt": "5. 多和孩子一起玩合作类游戏", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[82]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 81, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "家长不指挥不代表完全让孩子自己玩。", "language": "chinese", "position": {"atoms": [{"position_id": 907, "txt": "家长不指挥不代表完全让孩子自己玩。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[84]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "游戏有很强的社交成分，很多孩子游戏成瘾，也是因为他在游戏里获得的社交满足感，远远大于家庭和周围环境所能提供。", "language": "chinese", "position": {"atoms": [{"position_id": 908, "txt": "游戏有很强的社交成分，很多孩子游戏成瘾，也是因为他在游戏里获得的社交满足感，远远大于家庭和周围环境所能提供。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[84]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "所以我家玩游戏一直是“社交化”的，小R玩游戏时，虽然我们不会主导，但会陪在她旁边看她玩，一起吐槽一起笑，生活里我们也经常聊到最近玩的游戏，谈谈哪里好玩，为什么这样设计，哪里可以再改得更好玩一点。", "language": "chinese", "position": {"atoms": [{"position_id": 910, "txt": "所以我家玩游戏一直是“社交化”的，小R玩游戏时，虽然我们不会主导，但会陪在她旁边看她玩，一起吐槽一起笑，生活里我们也经常聊到最近玩的游戏，谈谈哪里好玩，为什么这样设计，哪里可以再改得更好玩一点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[86]/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "另外，我家非常喜欢多人游戏，尤其是合作类而非竞争类的双人游戏。", "language": "chinese", "position": {"atoms": [{"position_id": 912, "txt": "另外，我家非常喜欢多人游戏，尤其是合作类而非竞争类的双人游戏。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[88]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "在游戏方面，我们对自己的定位是引导孩子追求更好选择的“队友”，而非告诉她这不行那不行的“对手”。", "language": "chinese", "position": {"atoms": [{"position_id": 914, "txt": "在游戏方面，我们对自己的定位是引导孩子追求更好选择的“队友”，而非告诉她这不行那不行的“对手”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[90]/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "要玩好游戏，把娃的口味养“刁”", "language": "chinese", "position": {"atoms": [{"position_id": 916, "txt": "要玩好游戏，把娃的口味养“刁”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[92]/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 86, "global_sentence_id": 61, "edu_l1_label": "BOS"}, {"txt": "既然要让娃玩好游戏，那应该如何选择呢？", "language": "chinese", "position": {"atoms": [{"position_id": 918, "txt": "既然要让娃玩好游戏，那应该如何选择呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[94]/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "这里讲讲我家选游戏的几个原则。", "language": "chinese", "position": {"atoms": [{"position_id": 919, "txt": "这里讲讲我家选游戏的几个原则。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[94]/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "注意：", "language": "chinese", "position": {"atoms": [{"position_id": 921, "txt": "注意：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[96]/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "以下原则，只适合学龄前小娃（6岁以下），对大娃肯定是不同的。", "language": "chinese", "position": {"atoms": [{"position_id": 922, "txt": "以下原则，只适合学龄前小娃（6岁以下），对大娃肯定是不同的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[96]/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "另外，不允许血腥暴力色情这种的常识就不说了。", "language": "chinese", "position": {"atoms": [{"position_id": 923, "txt": "另外，不允许血腥暴力色情这种的常识就不说了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[96]/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "1. 多玩主机游戏（如Xbox和Switch上的游戏）", "language": "chinese", "position": {"atoms": [{"position_id": 925, "txt": "1. 多玩主机游戏（如Xbox和Switch上的游戏）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[98]/span/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 89, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "既然玩游戏的目的之一就是用“山珍海味”把娃的口味养刁，那游戏一定要挑效果好的。", "language": "chinese", "position": {"atoms": [{"position_id": 927, "txt": "既然玩游戏的目的之一就是用“山珍海味”把娃的口味养刁，那游戏一定要挑效果好的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[100]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "对学龄前的小朋友来说，分辨剧情和立意的好坏实属难了点，那就多从音效、画质和交互性下手。", "language": "chinese", "position": {"atoms": [{"position_id": 929, "txt": "对学龄前的小朋友来说，分辨剧情和立意的好坏实属难了点，那就多从音效、画质和交互性下手。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[102]/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "比如我家，几乎只玩Xbox和Switch上面的游戏，手机和平板游戏基本不碰。", "language": "chinese", "position": {"atoms": [{"position_id": 931, "txt": "比如我家，几乎只玩Xbox和Switch上面的游戏，手机和平板游戏基本不碰。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[104]/span"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "一来孩子离显示屏远能护眼，二来主机游戏的音画一般更好，游戏手柄带来的反馈刺激更大。", "language": "chinese", "position": {"atoms": [{"position_id": 933, "txt": "一来孩子离显示屏远能护眼，二来主机游戏的音画一般更好，游戏手柄带来的反馈刺激更大。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[106]/span"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "2. 玩给大孩子设计的“家庭游戏”，而非给低幼孩子设计的“儿童游戏”", "language": "chinese", "position": {"atoms": [{"position_id": 935, "txt": "2. 玩给大孩子设计的“家庭游戏”，而非给低幼孩子设计的“儿童游戏”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[108]/span/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 94, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "在小R小时候我们曾经尝试过不少儿童游戏，感觉主要分成两种：", "language": "chinese", "position": {"atoms": [{"position_id": 937, "txt": "在小R小时候我们曾经尝试过不少儿童游戏，感觉主要分成两种：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[110]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "把孩子当傻子看的、非要教孩子点啥东西的。", "language": "chinese", "position": {"atoms": [{"position_id": 939, "txt": "把孩子当傻子看的、非要教孩子点啥东西的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[110]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "另外，儿童游戏的音画基本都处于不忍直视的状态（怎么！", "language": "chinese", "position": {"atoms": [{"position_id": 941, "txt": "另外，儿童游戏的音画基本都处于不忍直视的状态（怎么！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[112]/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "欺负小娃不会打差评是吧），要说为了把孩子的口味养刁，这吃的也太差了。", "language": "chinese", "position": {"atoms": [{"position_id": 942, "txt": "欺负小娃不会打差评是吧），要说为了把孩子的口味养刁，这吃的也太差了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[112]/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "相比之下，大孩子的游戏，很多小娃也能玩，而且质量非常好。", "language": "chinese", "position": {"atoms": [{"position_id": 944, "txt": "相比之下，大孩子的游戏，很多小娃也能玩，而且质量非常好。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[114]/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "3. 可以即时存档，或按关卡存档的。", "language": "chinese", "position": {"atoms": [{"position_id": 946, "txt": "3. 可以即时存档，或按关卡存档的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[116]/span/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 98, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "这个不多说，主要是可以配合控制游戏时间。", "language": "chinese", "position": {"atoms": [{"position_id": 948, "txt": "这个不多说，主要是可以配合控制游戏时间。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[118]/span"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "4. 不限时，挂掉可以无限重启没有惩罚的。", "language": "chinese", "position": {"atoms": [{"position_id": 950, "txt": "4. 不限时，挂掉可以无限重启没有惩罚的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[120]/span/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 100, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "5. 3D可以自动调整视角，不需要娃自己转的。", "language": "chinese", "position": {"atoms": [{"position_id": 952, "txt": "5. 3D可以自动调整视角，不需要娃自己转的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[122]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 101, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "剩下主要看各家孩子的水平，总体来讲就是不要太难太紧张，让孩子感到压力就行。", "language": "chinese", "position": {"atoms": [{"position_id": 954, "txt": "剩下主要看各家孩子的水平，总体来讲就是不要太难太紧张，让孩子感到压力就行。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[124]/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "最后，讲讲适合低幼小娃的游戏推荐：", "language": "chinese", "position": {"atoms": [{"position_id": 956, "txt": "最后，讲讲适合低幼小娃的游戏推荐：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[126]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 103, "global_sentence_id": 83, "edu_l1_label": "BOS"}, {"txt": "在小R 2岁10个月到现在4岁7个月，我们一起玩了20多款游戏，下面是我们觉得比较好的：", "language": "chinese", "position": {"atoms": [{"position_id": 958, "txt": "在小R 2岁10个月到现在4岁7个月，我们一起玩了20多款游戏，下面是我们觉得比较好的：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[128]/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "1. 甜甜圈都市 Donut County ", "language": "chinese", "position": {"atoms": [{"position_id": 960, "txt": "1. ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[130]/span/strong/span"}, {"position_id": 962, "txt": "甜甜圈都市 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[130]/span/strong/span/strong/span/strong/span"}, {"position_id": 964, "txt": "Donut County ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[130]/span/strong/span/strong/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 105, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "主要内容就是控制一个洞，把周围的一切都吞掉。", "language": "chinese", "position": {"atoms": [{"position_id": 966, "txt": "主要内容就是控制一个洞，把周围的一切都吞掉。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[132]/span"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "基本没有时间限制，前期也不需要什么解谜能力，会操作手柄上下左右就能玩，很适合三四岁小娃。", "language": "chinese", "position": {"atoms": [{"position_id": 967, "txt": "基本没有时间限制，前期也不需要什么解谜能力，会操作手柄上下左右就能玩，很适合三四岁小娃。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[132]/span"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "画风细节都很不错，而且这种试图拆掉所有东西的目标非常符合三四岁小娃的恶趣味…", "language": "chinese", "position": {"atoms": [{"position_id": 969, "txt": "画风细节都很不错，而且这种试图拆掉所有东西的目标非常符合三四岁小娃的恶趣味…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[134]/span"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "这款游戏最大的优点，就是成功把小R给养刁了。", "language": "chinese", "position": {"atoms": [{"position_id": 971, "txt": "这款游戏最大的优点，就是成功把小R给养刁了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[136]/span"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "自从小R玩完后（可能纪念碑谷也出了份力），她对Ipad游戏就彻底丧失兴趣了，口头禅为：", "language": "chinese", "position": {"atoms": [{"position_id": 973, "txt": "自从小R玩完后（可能纪念碑谷也出了份力），她对Ipad游戏就彻底丧失兴趣了，口头禅为：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[138]/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "“XX还没有甜甜圈都市一半好玩！”", "language": "chinese", "position": {"atoms": [{"position_id": 974, "txt": "“XX还没有甜甜圈都市一半好玩！”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[138]/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "可见这款游戏的影响力。", "language": "chinese", "position": {"atoms": [{"position_id": 975, "txt": "可见这款游戏的影响力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[138]/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "另外这款游戏挺短小精悍，孩子即使想多玩也没有那么多内容，反反复复玩几遍也就腻了，不容易上瘾。", "language": "chinese", "position": {"atoms": [{"position_id": 977, "txt": "另外这款游戏挺短小精悍，孩子即使想多玩也没有那么多内容，反反复复玩几遍也就腻了，不容易上瘾。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[140]/span"}]}, "tags": [], "label": "content", "web_segment_id": 110, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "缺点也有，一个是游戏形式就是吞东西，有点单一，另一个是后期有解迷，还得家长上阵，但都是小的不能再小的毛病了。", "language": "chinese", "position": {"atoms": [{"position_id": 979, "txt": "缺点也有，一个是游戏形式就是吞东西，有点单一，另一个是后期有解迷，还得家长上阵，但都是小的不能再小的毛病了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[142]/span"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/428ARZ3gMhnc4FYUMuUF6Jx.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 469, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/428ARZ3gMhnc4FYUMuUF6Jx.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[144]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 112, "global_sentence_id": 95, "edu_l1_label": "EDU_O"}, {"txt": "2. “鹅”作剧 Untitled Goose Game ", "language": "chinese", "position": {"atoms": [{"position_id": 981, "txt": "2. ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[146]/span/strong/span"}, {"position_id": 983, "txt": "“鹅”作剧 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[146]/span/strong/span/strong/span"}, {"position_id": 985, "txt": "Untitled Goose Game ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[146]/span/strong/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 113, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "我家最爱的双人游戏。", "language": "chinese", "position": {"atoms": [{"position_id": 987, "txt": "我家最爱的双人游戏。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[148]/span"}]}, "tags": [], "label": "content", "web_segment_id": 114, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "又一次直指小娃的恶趣味，操纵鹅用各种方式捉弄人。", "language": "chinese", "position": {"atoms": [{"position_id": 988, "txt": "又一次直指小娃的恶趣味，操纵鹅用各种方式捉弄人。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[148]/span"}]}, "tags": [], "label": "content", "web_segment_id": 114, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "不过相比于甜甜圈都市 Donut County，这款游戏对思考和操作的要求都高得多，建议孩子有一些游戏经验再玩。", "language": "chinese", "position": {"atoms": [{"position_id": 990, "txt": "不过相比于甜甜圈都市 Donut County，这款游戏对思考和操作的要求都高得多，建议孩子有一些游戏经验再玩。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[150]/span"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "即使小R已经玩了一年多游戏，我们还是在玩双人模式，小R负责出馊主意，告诉大人怎么做，大人去当那个“主要捣蛋鹅”，小R控制另一只鹅在旁边辅助。", "language": "chinese", "position": {"atoms": [{"position_id": 992, "txt": "即使小R已经玩了一年多游戏，我们还是在玩双人模式，小R负责出馊主意，告诉大人怎么做，大人去当那个“主要捣蛋鹅”，小R控制另一只鹅在旁边辅助。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[152]/span"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3tn7xS3xcg4W2YVAU52E95e8.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 501, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3tn7xS3xcg4W2YVAU52E95e8.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[154]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 117, "global_sentence_id": 101, "edu_l1_label": "EDU_O"}, {"txt": "这款游戏最大的优点就是“社交化”了，是一款非常鼓励合作，能很快拉近亲子关系的游戏。", "language": "chinese", "position": {"atoms": [{"position_id": 994, "txt": "这款游戏最大的优点就是“社交化”了，是一款非常鼓励合作，能很快拉近亲子关系的游戏。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[156]/span"}]}, "tags": [], "label": "content", "web_segment_id": 118, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "另外，这款游戏的设计思路非常广阔，有很多精彩的脑洞，很多情景也有多种解法，很锻炼思考的灵活性。", "language": "chinese", "position": {"atoms": [{"position_id": 996, "txt": "另外，这款游戏的设计思路非常广阔，有很多精彩的脑洞，很多情景也有多种解法，很锻炼思考的灵活性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[158]/span"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "至于缺点，就是不适合小娃自己玩，得有大人带着。", "language": "chinese", "position": {"atoms": [{"position_id": 998, "txt": "至于缺点，就是不适合小娃自己玩，得有大人带着。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[160]/span"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "且不说独立操作有难度，就说任务清单的字体…", "language": "chinese", "position": {"atoms": [{"position_id": 999, "txt": "且不说独立操作有难度，就说任务清单的字体…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[160]/span"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "这哪个小娃能看得懂啊！", "language": "chinese", "position": {"atoms": [{"position_id": 1000, "txt": "这哪个小娃能看得懂啊！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[160]/span"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/NFiGP3jCA4544bJ1O2DeP1E.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 521, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/NFiGP3jCA4544bJ1O2DeP1E.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[162]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 121, "global_sentence_id": 107, "edu_l1_label": "EDU_O"}, {"txt": "字体对小娃非常不友好，需要大人带着玩", "language": "chinese", "position": {"atoms": [{"position_id": 1002, "txt": "字体对小娃非常不友好，需要大人带着玩", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[163]/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "3. 小猫咪大城市 Little Kitty，Big City", "language": "chinese", "position": {"atoms": [{"position_id": 1004, "txt": "3. ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[165]/span/strong/span"}, {"position_id": 1006, "txt": "小猫咪大城市 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[165]/span/strong/span/strong/span"}, {"position_id": 1008, "txt": "Little Kitty，Big City", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[165]/span/strong/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 123, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "这是美国菲尔德自然博物馆的展区游戏，虽小众但质量很高。", "language": "chinese", "position": {"atoms": [{"position_id": 1010, "txt": "这是美国菲尔德自然博物馆的展区游戏，虽小众但质量很高。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[167]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "讲的是一只走失小猫找回家的冒险故事。", "language": "chinese", "position": {"atoms": [{"position_id": 1012, "txt": "讲的是一只走失小猫找回家的冒险故事。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[167]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "和前两款闯关式的游戏不同，这款游戏是有着完整的故事情节，还有前后对应的伏笔，可以当作孩子的RPG启蒙游戏了。", "language": "chinese", "position": {"atoms": [{"position_id": 1014, "txt": "和前两款闯关式的游戏不同，这款游戏是有着完整的故事情节，还有前后对应的伏笔，可以当作孩子的RPG启蒙游戏了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[169]/span"}]}, "tags": [], "label": "content", "web_segment_id": 125, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "这款游戏最大的优点就是：", "language": "chinese", "position": {"atoms": [{"position_id": 1016, "txt": "这款游戏最大的优点就是：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[171]/span"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "适龄。", "language": "chinese", "position": {"atoms": [{"position_id": 1017, "txt": "适龄。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[171]/span"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "不仅语言适龄，词汇简单，G1水平的小朋友就可以读懂。", "language": "chinese", "position": {"atoms": [{"position_id": 1019, "txt": "不仅", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[173]/span[1]"}, {"position_id": 1021, "txt": "语言适龄，词汇简单，G1水平的小朋友就可以读懂。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[173]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1wAVTW1c557cGsaKF1vUn78.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 561, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1wAVTW1c557cGsaKF1vUn78.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[175]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 128, "global_sentence_id": 116, "edu_l1_label": "EDU_O"}, {"txt": "游戏词汇是G1水平，小娃可以看懂", "language": "chinese", "position": {"atoms": [{"position_id": 1023, "txt": "游戏词汇是G1水平，小娃可以看懂", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[176]/span"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "而且内容适龄，全程是贴近生活的元素和对话，小朋友不会因为认知限制不理解剧情。", "language": "chinese", "position": {"atoms": [{"position_id": 1025, "txt": "而且内容适龄，全程是贴近生活的元素和对话，小朋友不会因为认知限制不理解剧情。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[178]/span"}]}, "tags": [], "label": "content", "web_segment_id": 130, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3l72NK1DNuKz3UtYE91CjC2U.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 574, "txt": "<img 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"而适龄造成的意外之喜就是，玩了这款游戏之后，小R开始在生活中关注流浪猫，还主动把自己的零花钱捐给了家附近的动物庇护所Animal Shelter。", "language": "chinese", "position": {"atoms": [{"position_id": 1031, "txt": "而适龄造成的意外之喜就是，玩了这款游戏之后，小R开始在生活中关注流浪猫，还主动把自己的零花钱捐给了家附近的动物庇护所Animal Shelter。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[185]/span"}]}, "tags": [], "label": "content", "web_segment_id": 134, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "这种游戏对生活理念的积极影响，往往出现在大孩子中，没想到即使是4岁小娃，一旦游戏合适，照样可以获得意想不到的效果。", "language": "chinese", "position": {"atoms": [{"position_id": 1033, "txt": "这种游戏对生活理念的积极影响，往往出现在大孩子中，没想到即使是4岁小娃，一旦游戏合适，照样可以获得意想不到的效果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[187]/span"}]}, "tags": [], "label": "content", "web_segment_id": 135, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "至于缺点，就是后期还是有点难，需要大人帮忙（但这不是游戏的缺点，这是我娃还太小的缺点）。", "language": "chinese", "position": {"atoms": [{"position_id": 1035, "txt": "至于缺点，就是后期还是有点难，需要大人帮忙（但这不是游戏的缺点，这是我娃还太小的缺点）。", "x": 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"EDU_O"}, {"txt": "没想到玩了游戏后，娃开始关注流浪猫", "language": "chinese", "position": {"atoms": [{"position_id": 1039, "txt": "没想到玩了游戏后，娃开始关注流浪猫", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[194]/span"}]}, "tags": [], "label": "content", "web_segment_id": 139, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "还有两款游戏，我觉得比较好，但感觉更分孩子的：", "language": "chinese", "position": {"atoms": [{"position_id": 1041, "txt": "还有两款游戏，我觉得比较好，但感觉更分孩子的：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[196]/span"}]}, "tags": [], "label": "content", "web_segment_id": 140, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "4. 纪念碑谷 Monument Valley ", "language": "chinese", "position": {"atoms": [{"position_id": 1043, "txt": "4. ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[198]/span/strong/span"}, {"position_id": 1045, "txt": "纪念碑谷 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[198]/span/strong/span/strong/span"}, {"position_id": 1047, "txt": "Monument Valley ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[198]/span/strong/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 141, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "可以说是适合低幼的游戏中画风和音效的天花板，剧情和设置也没得挑，top级别。", "language": "chinese", "position": {"atoms": [{"position_id": 1049, "txt": "可以说是适合低幼的游戏中画风和音效的天花板，剧情和设置也没得挑，top级别。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[200]/span"}]}, "tags": [], "label": "content", "web_segment_id": 142, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "就是这个大哥再加上甜甜圈都市 Donut County ，直接把小R对大部分Ipad游戏的兴趣干没了。", "language": "chinese", "position": {"atoms": [{"position_id": 1051, "txt": "就是这个大哥再加上甜甜圈都市 Donut County ，直接把小R对大部分Ipad游戏的兴趣干没了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[202]/span"}]}, "tags": [], "label": "content", "web_segment_id": 143, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "没办法，实在是降维打击。", "language": "chinese", "position": {"atoms": [{"position_id": 1052, "txt": "没办法，实在是降维打击。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[202]/span"}]}, "tags": [], "label": "content", "web_segment_id": 143, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "但我没有强烈推荐的主要原因是，这款游戏小娃玩其实有点浪费了。", "language": "chinese", "position": {"atoms": [{"position_id": 1054, "txt": "但我没有强烈推荐的主要原因是，这款游戏小娃玩其实有点浪费了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[204]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "内容埋得很深，不是小娃可以理解的。", "language": "chinese", "position": {"atoms": [{"position_id": 1055, "txt": "内容埋得很深，不是小娃可以理解的", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[204]/span[1]"}, {"position_id": 1057, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[204]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "操作的话，小娃瞎试也能通关，并不是经过理解思考之后再做出的决策。", "language": "chinese", "position": {"atoms": [{"position_id": 1059, "txt": "操作的话，小娃瞎试也能通关，并不是经过理解思考之后再做出的决策。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[206]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 145, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "感觉等孩子大一点再玩意义更大些，现在给娃玩了我有点后悔。", "language": "chinese", "position": {"atoms": [{"position_id": 1061, "txt": "感觉等孩子大一点再玩意义更大些，现在给娃玩了我有点后悔。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[206]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 145, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/29zvcV2L8dxn3olsa21Hfku8.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 650, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/29zvcV2L8dxn3olsa21Hfku8.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[208]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 146, "global_sentence_id": 137, "edu_l1_label": "EDU_O"}, {"txt": "纪念碑谷的章节内容，不是小娃可以理解的，适合大一点再玩", "language": "chinese", "position": {"atoms": [{"position_id": 1063, "txt": "纪念碑谷的章节内容，不是小娃可以理解的，适合大一点再玩", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[209]/span"}]}, "tags": [], "label": "content", "web_segment_id": 147, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "5. 我的小宇宙 My Little Universe ", "language": "chinese", "position": {"atoms": [{"position_id": 1065, "txt": "5. ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[211]/span/strong/span"}, {"position_id": 1067, "txt": "我的小宇宙 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[211]/span/strong/span/strong/span"}, {"position_id": 1069, "txt": "My Little Universe ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[211]/span/strong/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 148, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "可以说是给娃的“探险打怪”启蒙了，比较好操作，而且不太需要视角转换，玩起来不晕。", "language": "chinese", "position": {"atoms": [{"position_id": 1071, "txt": "可以说是给娃的“探险打怪”启蒙了，比较好操作，而且不太需要视角转换，玩起来不晕。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[213]/span"}]}, "tags": [], "label": "content", "web_segment_id": 149, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "打怪部分虽然有点难度，但哪儿挂掉可以原地复活，倒是可以锻炼下娃的反应能力。", "language": "chinese", "position": {"atoms": [{"position_id": 1073, "txt": "打怪部分虽然有点难度，但哪儿挂掉可以原地复活，倒是可以锻炼下娃的反应能力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[215]/span"}]}, "tags": [], "label": "content", "web_segment_id": 150, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "缺点嘛，就没啥亮点的，普普通通一款打发时间的小游戏。", "language": "chinese", "position": {"atoms": [{"position_id": 1075, "txt": "缺点嘛，就没啥亮点的，普普通通一款打发时间的小游戏。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[217]/span"}]}, "tags": [], "label": "content", "web_segment_id": 151, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3LDw6I121DWt1nnw6s4l6CFD.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 684, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3LDw6I121DWt1nnw6s4l6CFD.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[219]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 152, "global_sentence_id": 143, "edu_l1_label": "EDU_O"}, {"txt": "这款游戏比较普通，主要可以锻炼娃的反应能力", "language": "chinese", "position": {"atoms": [{"position_id": 1077, "txt": "这款游戏比较普通，主要可以锻炼娃的反应能力", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[220]/span"}]}, "tags": [], "label": "content", "web_segment_id": 153, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "以上就是我家对低幼小娃玩游戏的看法和具体推荐，欢迎大家交流讨论！", "language": "chinese", "position": {"atoms": [{"position_id": 1079, "txt": "以上就是我家对低幼小娃玩游戏的看法和具体推荐，欢迎大家交流讨论！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[222]/span"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 145, "edu_l1_label": "BOS"}, {"txt": "-- The End --", "language": "chinese", "position": {"atoms": [{"position_id": 1081, "txt": "-- The End --", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/pre[1]/section[2]/span/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 155, "global_sentence_id": 146, 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"EDU_O"}, {"txt": "每月为孩子获得免费阅读报告", "language": "chinese", "position": {"atoms": [{"position_id": 1091, "txt": "每月为孩子获得免费阅读报告", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/pre[2]/pre/pre/pre/section/h2/section/pre/section[4]/span/span"}]}, "tags": ["h2"], "label": "O", "web_segment_id": 160, "global_sentence_id": 151, "edu_l1_label": "EDU_O"}, {"txt": "扫码下载小花生App👇", "language": "chinese", "position": {"atoms": [{"position_id": 1093, "txt": "扫码下载小花生App", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/pre[2]/pre/pre/pre/section/h2/section/pre/section[5]/span[1]/span"}, {"position_id": 1095, "txt": "👇", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/pre[2]/pre/pre/pre/section/h2/section/pre/section[5]/span[2]"}]}, "tags": ["h2"], "label": "O", "web_segment_id": 161, "global_sentence_id": 152, "edu_l1_label": "EDU_O"}, {"txt": "<img 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# 30年资深游戏玩家: 挡不住娃玩游戏，那就玩这些最好的 ## 孩子沉迷电子游戏，是因为好游戏玩得太少了 ### 第一，游戏是一种爱好选择。 ### 第二，玩高质量游戏，反而可以抵制游戏成瘾。 ## 只要有规则和引导，小娃也可以玩游戏 ### 1. 孩子三岁半左右，就可以开始带着玩游戏了 ### 2. 要限制时间：4岁之前是每天20分钟，4岁后是每天30分钟。 ### 3. 游戏并不是奖励，只是日程的一部分 ### 4. 玩游戏不是为了学习，而是为了开心 ### 5. 多和孩子一起玩合作类游戏 ## 要玩好游戏，把娃的口味养“刁” ### 1. 多玩主机游戏（如Xbox和Switch上的游戏） ### 2. 玩给大孩子设计的“家庭游戏”，而非给低幼孩子设计的“儿童游戏” ### 3. 可以即时存档，或按关卡存档的。 ### 4. 不限时，挂掉可以无限重启没有惩罚的。 ### 5. 3D可以自动调整视角，不需要娃自己转的。 ## 最后，讲讲适合低幼小娃的游戏推荐： ### 1. 甜甜圈都市 Donut County ### 2. “鹅”作剧 Untitled Goose Game ### 3. 小猫咪大城市 Little Kitty，Big City ### 4. 纪念碑谷 Monument Valley ### 5. 我的小宇宙 My Little Universe
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{"entry_id": "a1875564-2ee9-43a0-a30a-ce8fae58eb31", "infos": [{"txt": "证券研究报告·策略报告·策略点评", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 0, "bbox": [[0.083, 0.026, 0.458, 0.041]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 1, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "策略点评20250203", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 100000, "bbox": [[0.074, 0.05, 0.318, 0.067]]}]}, "tags": ["text"], "label": "publish_time", "web_segment_id": 2, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": "DeepSeek 引发全球涨跌互现？", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 200000, "bbox": [[0.071, 0.083, 0.478, 0.097]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 3, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "--全球市场观察系列", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 200000, "bbox": [[0.478, 0.083, 0.649, 0.1], [0.071, 0.107, 0.217, 0.127]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 3, "global_sentence_id": 3, "edu_l1_label": "BOT"}, {"txt": "本周（2025年1月27日-2025年2月2日），全球大类资产涨势收窄甚至转跌：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.102, 0.148, 0.641, 0.159], [0.102, 0.163, 0.142, 0.172]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 4, "edu_l1_label": "BOS"}, {"txt": "MSCI发达市场扭转今年以来的上涨趋势，本周转跌（-0.5%)，新兴市场相对于发达市场略微领先（0.3%）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.142, 0.163, 0.64, 0.174], [0.103, 0.178, 0.386, 0.187]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 5, "edu_l1_label": "IOS"}, {"txt": "发达市场涨跌互现：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.1, 0.201, 0.242, 0.211]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "受到DeepSeek影响，纳指领跌（-1.6%)，日股跟跌（-0.9%)，但是欧洲STOXX600及德国DAX分别上涨1.8％及1.6%，创下历史新高；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.242, 0.201, 0.642, 0.21], [0.101, 0.217, 0.64, 0.225], [0.103, 0.23, 0.158, 0.239]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "新兴市场小幅上涨，印度及巴西分别上涨1.8％及3%，主要是基于两个原因：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.158, 0.23, 0.642, 0.24], [0.102, 0.244, 0.192, 0.253]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "一是，印度及巴西尚未受到特朗普加征关税的影响；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.192, 0.244, 0.569, 0.253]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "二是，印度政府推出减税政策（免除年收入120万卢比以下纳税人所得税），刺激了印度股市的上涨。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.569, 0.244, 0.641, 0.253], [0.102, 0.258, 0.639, 0.268], [0.102, 0.273, 0.226, 0.283]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "此外，海外降息预期抬升，长端国债利率下行。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.102, 0.296, 0.447, 0.306]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "一是，鲍威尔在美联储议息会议后放鸽，叠加美国经济数据边际走弱，市场押注3月降息预期小幅抬升，美债利率下行5bp。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.447, 0.296, 0.641, 0.306], [0.102, 0.311, 0.64, 0.319], [0.102, 0.325, 0.292, 0.336]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "二是，欧央行降息25bp，德国长期国债及英国长期国债分别下降10bp及2bp。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.292, 0.325, 0.639, 0.334], [0.102, 0.339, 0.331, 0.349]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "美国股指涨势暂歇，主要是受到DeepSeek对美股科技的冲击，拖累标普500及纳指的表现。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.102, 0.362, 0.642, 0.372], [0.101, 0.378, 0.238, 0.386]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 7, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "总结来看，本周美股主要围绕着三大关键词：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.238, 0.378, 0.562, 0.386]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 7, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "DeepSeek、财报、美联储。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.562, 0.378, 0.641, 0.386], [0.101, 0.391, 0.209, 0.401]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 7, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "具体来看：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.209, 0.391, 0.291, 0.401]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 7, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "DeepSeek引发美股科技焦虑。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.102, 0.415, 0.321, 0.425]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "1月27日，DeepSeek火爆出圈，以极低成本和少量芯片实现了与OpenAI等巨头比肩的性能，颠覆了游戏规则的DeepSeek成为美股科技加速下跌的催化剂，标普500及纳指分别大幅下跌1.5％及3％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.321, 0.415, 0.64, 0.423], [0.103, 0.429, 0.64, 0.439], [0.102, 0.444, 0.641, 0.455], [0.102, 0.458, 0.187, 0.467]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "但随后DeepSeek对美股的冲击缓释，主要是基于：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.187, 0.458, 0.564, 0.467]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "1）扎克伯格重申2025年对Meta追加600-650亿美元资本投资计划；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.564, 0.458, 0.641, 0.467], [0.103, 0.473, 0.523, 0.481]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "2）美股科技龙头已围绕其业务建立重要的竞争护城河，推翻Mag7并非易事；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.523, 0.473, 0.641, 0.48], [0.103, 0.486, 0.557, 0.495]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "3）机构投资者认为DeepSeek削弱七大巨头表现的空间有限：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.557, 0.486, 0.641, 0.495], [0.102, 0.499, 0.484, 0.51]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "根据 Bloomberg的一项调查，88％的人表示在未来几周内DeepSeek对美国科技巨头的股票几乎没有影响，相反近60％的人认为关税政策才是美股波动的关键因素。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.484, 0.499, 0.641, 0.507], [0.102, 0.514, 0.641, 0.523], [0.102, 0.529, 0.609, 0.538]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "1月28日，标普500及纳指分别反弹近1％及2％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.609, 0.529, 0.638, 0.539], [0.101, 0.543, 0.434, 0.553]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "科技巨头财报不及预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.101, 0.565, 0.283, 0.575]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "除Meta财报全面超预期外，美股科技中特斯拉、微软、苹果等均存在不同程度不及预期的业务板块，拖累美股科技下跌。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.283, 0.565, 0.638, 0.575], [0.102, 0.58, 0.629, 0.59]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "美联储降息的“新剧本”。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.102, 0.603, 0.289, 0.613]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "美联储决议上删除了“通胀在朝着2％的目标取得进展的措辞”，只保留了后面的半句“（通胀）仍然高企”，显示出美联储对通胀再次加速上升抱有忧虑，市场认为这是一次“鹰派”不降息。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.289, 0.603, 0.641, 0.613], [0.102, 0.618, 0.64, 0.628], [0.101, 0.632, 0.579, 0.643]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "欧洲股市何以创新高？", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.102, 0.656, 0.26, 0.666]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 11, "global_sentence_id": 30, "edu_l1_label": "BOS"}, {"txt": "我们认为有几个因素：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.26, 0.656, 0.426, 0.666]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 11, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "一，欧洲股市连续3周上涨，主要基于补涨逻辑。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1100000, "bbox": [[0.102, 0.682, 0.452, 0.689]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "2024年欧股年涨幅近6%，落后于发达市场中标普500(23%）及日经225(19%)，也低于中国资产，比如恒生国企（26%）及沪深300(15%)，反映出欧股在2024年是超跌落后，2025年出现补涨。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1100000, "bbox": [[0.452, 0.682, 0.642, 0.689], [0.102, 0.693, 0.64, 0.704], [0.102, 0.708, 0.641, 0.719], [0.101, 0.723, 0.265, 0.733]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "二，市场阶段性布局“低估”的欧洲。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1200000, "bbox": [[0.102, 0.746, 0.377, 0.755]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "一是，近期美国基本面放缓，考虑到美国的安全性边际减弱，市场切换到相对更加安全且便宜的市场。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1200000, "bbox": [[0.377, 0.746, 0.641, 0.756], [0.102, 0.76, 0.581, 0.77]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "因此资金为寻找更厚安全垫，从美股向欧股轮动（根据1月美银基金经理调查，1月份对欧洲股票配置出现了过去25年中的第二大增幅，使得对欧股的配置从22％的低配飙升至1％超配，而对美股的配置从12月份创纪录的36％超配降至19％超配）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1200000, "bbox": [[0.581, 0.76, 0.64, 0.77], [0.102, 0.774, 0.64, 0.784], [0.103, 0.789, 0.64, 0.799], [0.103, 0.804, 0.641, 0.812], [0.102, 0.817, 0.244, 0.827]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "二是，特朗普的关税政策尚未威胁到欧洲，市场担忧情绪缓解。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1200000, "bbox": [[0.244, 0.817, 0.64, 0.827], [0.102, 0.831, 0.16, 0.842]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "三，欧洲财报部分超预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.102, 0.856, 0.301, 0.865]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "欧股一系列企业财报乐观，提振了欧股。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.301, 0.856, 0.607, 0.865]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "截至2025年2月2日，在已经披露的138家公司中，除能源及公用事业外，其余公司营业收入均实现超预期上涨。", 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[[0.187, 0.12, 0.855, 0.131]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "本研究报告仅供东吴证券股份有限公司（以下简称“本公司”）的客户使用。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.186, 0.14, 0.769, 0.151]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "本公司不会因接收人收到本报告而视其为客户。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.769, 0.14, 0.847, 0.15], [0.15, 0.158, 0.44, 0.169]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "在任何情况下，本报告中的信息或所表述的意见并不构成对任何人的投资建议，本公司及作者不对任何人因使用本报告中的内容所导致的任何后果负任何责任。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.44, 0.158, 0.847, 0.169], [0.151, 0.178, 0.846, 0.188], [0.151, 0.197, 0.263, 0.208]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": "任何形式的分享证券投资收益或者分担证券投资损失的书面或口头承诺均为无效。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.263, 0.197, 0.846, 0.208], [0.151, 0.217, 0.192, 0.227]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "在法律许可的情况下，东吴证券及其所属关联机构可能会持有报告中提到的公司所发行的证券并进行交易，还可能为这些公司提供投资银行服务或其他服务。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6700000, "bbox": [[0.186, 0.236, 0.848, 0.247], [0.151, 0.256, 0.688, 0.266]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "市场有风险，投资需谨慎。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6800000, "bbox": [[0.187, 0.276, 0.385, 0.286]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "本报告是基于本公司分析师认为可靠且已公开的信息，本公司力求但不保证这些信息的准确性和完整性，也不保证文中观点或陈述不会发生任何变更，在不同时期，本公司可发出与本报告所载资料、意见及推测不一致的报告。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6800000, "bbox": [[0.385, 0.276, 0.847, 0.286], [0.152, 0.294, 0.849, 0.305], [0.151, 0.314, 0.722, 0.325]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "本报告的版权归本公司所有，未经书面许可，任何机构和个人不得以任何形式翻版、复制和发布。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6900000, "bbox": [[0.186, 0.334, 0.848, 0.344], [0.15, 0.353, 0.234, 0.363]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "经授权刊载、转发本报告或者摘要的，应当注明出处为东吴证券研究所，并注明本报告发布人和发布日期，提示使用本报告的风险，且不得对本报告进行有悖原意的引用、删节和修改。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6900000, "bbox": [[0.234, 0.353, 0.846, 0.363], [0.151, 0.372, 0.846, 0.383], [0.151, 0.391, 0.253, 0.402]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "未经授权或未按要求刊载、转发本报告的，应当承担相应的法律责任。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6900000, "bbox": [[0.253, 0.391, 0.792, 0.402]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "本公司将保留向其追究法律责任的权利。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6900000, "bbox": [[0.792, 0.391, 0.845, 0.403], [0.15, 0.41, 0.404, 0.422]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "东吴证券投资评级标准", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.151, 0.447, 0.334, 0.459]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 9, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "投资评级基于分析师对报告发布日后6至12个月内行业或公司回报潜力相对基准表现的预期（A股市场基准为沪深300指数，香港市场基准为恒生指数，美国市场基准为标普500指数，新三板基准指数为三板成指（针对协议转让标的）或三板做市指数（针对做市转让标的），北交所基准指数为北证50指数），具体如下：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7100000, "bbox": [[0.186, 0.467, 0.848, 0.479], [0.151, 0.488, 0.847, 0.499], [0.15, 0.508, 0.847, 0.518], [0.151, 0.526, 0.589, 0.537]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "公司投资评级：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7200000, "bbox": [[0.186, 0.546, 0.297, 0.555]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 11, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": "买入：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7300000, "bbox": [[0.187, 0.566, 0.227, 0.575]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "预期未来6个月个股涨跌幅相对基准在15％以上；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7300000, "bbox": [[0.227, 0.566, 0.617, 0.575]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "增持：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7400000, "bbox": [[0.186, 0.584, 0.227, 0.594]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "预期未来6个月个股涨跌幅相对基准介于5％与15％之间；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7400000, "bbox": [[0.227, 0.584, 0.679, 0.594]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "中性：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7500000, "bbox": [[0.187, 0.603, 0.227, 0.614]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "预期未来6个月个股涨跌幅相对基准介于-5％与5％之间；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7500000, "bbox": [[0.227, 0.603, 0.677, 0.614]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "减持：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.186, 0.623, 0.227, 0.634]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "预期未来6个月个股涨跌幅相对基准介于-15％与-5％之间；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.227, 0.623, 0.685, 0.635]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "卖出：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7700000, "bbox": [[0.187, 0.642, 0.227, 0.653]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 16, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "预期未来6个月个股涨跌幅相对基准在-15％以下。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7700000, "bbox": [[0.227, 0.642, 0.623, 0.653]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 16, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "行业投资评级：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7800000, "bbox": [[0.186, 0.662, 0.297, 0.672]]}]}, "tags": ["text"], "label": "title2", "web_segment_id": 17, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "增持：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7900000, "bbox": [[0.186, 0.681, 0.227, 0.692]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "预期未来6个月内，行业指数相对强于基准5％以上；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7900000, "bbox": [[0.227, 0.681, 0.652, 0.692]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": "中性：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8000000, "bbox": [[0.187, 0.701, 0.226, 0.711]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": "预期未来6个月内，行业指数相对基准-5％与5%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8000000, "bbox": [[0.226, 0.701, 0.628, 0.711]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 184, "edu_l1_label": "IOS"}, {"txt": "减持：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8100000, "bbox": [[0.186, 0.72, 0.227, 0.73]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 20, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": "预期未来6个月内，行业指数相对弱于基准5％以上。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8100000, "bbox": [[0.227, 0.72, 0.652, 0.731]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 20, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "我们在此提醒您，不同证券研究机构采用不同的评级术语及评级标准。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.186, 0.739, 0.72, 0.75]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 21, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "我们采用的是相对评级体系，表示投资的相对比重建议。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.72, 0.739, 0.848, 0.75], [0.15, 0.758, 0.457, 0.769]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 21, "global_sentence_id": 188, "edu_l1_label": "IOS"}, {"txt": "投资者买入或者卖出证券的决定应当充分考虑自身特定状况，如具体投资目的、财务状况以及特定需求等，并完整理解和使用本报告内容，不应视本报告为做出投资决策的唯一因素。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.457, 0.758, 0.846, 0.77], [0.15, 0.778, 0.847, 0.789], [0.151, 0.798, 0.457, 0.808]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 21, "global_sentence_id": 189, "edu_l1_label": "IOS"}, {"txt": "东吴证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8300000, "bbox": [[0.725, 0.817, 0.848, 0.829]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 22, "global_sentence_id": 190, "edu_l1_label": "EDU_O"}, {"txt": "苏州工业园区星阳街5号", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8400000, "bbox": [[0.655, 0.837, 0.846, 0.848]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 23, "global_sentence_id": 191, "edu_l1_label": "EDU_O"}, {"txt": "邮政编码：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8500000, "bbox": [[0.708, 0.856, 0.784, 0.866]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 24, "global_sentence_id": 192, "edu_l1_label": "EDU_O"}, {"txt": "215021", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8500000, "bbox": [[0.784, 0.856, 0.847, 0.866]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 24, "global_sentence_id": 193, "edu_l1_label": "EDU_O"}, {"txt": "传真：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8600000, "bbox": [[0.655, 0.875, 0.696, 0.886]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 25, "global_sentence_id": 194, "edu_l1_label": "EDU_O"}, {"txt": "(0512)62938527", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8600000, "bbox": [[0.696, 0.875, 0.847, 0.885]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 25, "global_sentence_id": 195, "edu_l1_label": "EDU_O"}, {"txt": "公司网址：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8700000, "bbox": [[0.573, 0.895, 0.649, 0.906]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 26, "global_sentence_id": 196, "edu_l1_label": "EDU_O"}, {"txt": "http:", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8700000, "bbox": [[0.649, 0.895, 0.707, 0.905]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 26, "global_sentence_id": 197, "edu_l1_label": "EDU_O"}, {"txt": "//www.dwzq.com.cn", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8700000, "bbox": [[0.707, 0.895, 0.848, 0.906]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 26, "global_sentence_id": 198, "edu_l1_label": "EDU_O"}], "type": "PDF"}
# DeepSeek 引发全球涨跌互现？--全球市场观察系列 ## 本周（2025年1月27日-2025年2月2日），全球大类资产涨势收窄甚至转跌：MSCI发达市场扭转今年以来的上涨趋势，本周转跌（-0.5%)，新兴市场相对于发达市场略微领先（0.3%）。 ## 美国股指涨势暂歇，主要是受到DeepSeek对美股科技的冲击，拖累标普500及纳指的表现。 ### DeepSeek引发美股科技焦虑。 ### 科技巨头财报不及预期。 ### 美联储降息的“新剧本”。 ## 欧洲股市何以创新高？我们认为有几个因素： ### 一，欧洲股市连续3周上涨，主要基于补涨逻辑。 ### 二，市场阶段性布局“低估”的欧洲。 ### 三，欧洲财报部分超预期。 ### 四是，欧央行如期降息25bp。 ## 全球股票ETF本周净流入加速，债券本周净流入加速： ## 下周重点关注事件及数据： ## 风险提示：全球基本面超预期，美联储政策超预期，全球贸易政策超预期。
affad031-3374-477e-b5c0-62f55cdab39b
web
test/raw_web_htmls/affad031-3374-477e-b5c0-62f55cdab39b.html
https://mp.weixin.qq.com/s?__biz=MzAxNzg2NjUyMQ==&mid=2655616878&idx=3&sn=7a90a6f2d7dab495d7be023395f5cb42&scene=0
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"web_segment_id": 77, "global_sentence_id": 62, "edu_l1_label": "BOS"}, {"txt": "日本PlayStation发布了今年情人节的整活动态，配文道：", "language": "chinese", "position": {"atoms": [{"position_id": 321, "txt": "日本PlayStation发布了今年情人节的整活动态，配文道：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[40]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "“请好好珍惜……", "language": "chinese", "position": {"atoms": [{"position_id": 322, "txt": "“请好好珍惜……", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[40]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "那个人和PS5 Pro。”", "language": "chinese", "position": {"atoms": [{"position_id": 323, "txt": "那个人和PS5 Pro。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[40]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": 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# 《湮灭之潮》首支实机演示公开 | 索尼总裁对PS5前景表示乐观 ## 1.《湮灭之潮》首支实机演示现已公开 ## 2.索尼总裁对PS5市场前景表示乐观 ## 3.Steam 2025年特卖活动日程公布 ### 游戏节日程： ### 特卖日程： ## 4.《黑神话：悟空》获DICE最佳艺术指导奖 ## 5.Key社经典作品《AIR》将于3月登陆Steam ## 6.《真·三国无双 起源》销量突破100万份 ## 7.《失落之魂》2月19日开启预购 ## 8.PlayStation官推公开情人节整活动态
a1b21483-2abf-4ec0-aab6-f44aa24ae413
web
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https://blog.csdn.net/weixin_43151418/article/details/145515557?spm=1001.2100.3001.7377&utm_medium=distribute.pc_feed_blog_category.none-task-blog-classify_tag-8-145515557-null-null.nonecase&depth_1-utm_source=distribute.pc_feed_blog_category.none-task-blog-classify_tag-8-145515557-null-null.nonecase
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"/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[40]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 80, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "如图所示，原始内容概述了一个主题，但缺乏具体信息，可以要求增加相关的数据、例子或解释，使内容更加丰富和有说服力。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 593, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "如图所示，原始内容概述了一个主题，但缺乏具体信息，可以要求增加相关的数据、例子或解释，使内容更加丰富和有说服力。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[40]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 80, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "这种模式特别适用于迭代改进文本，确保最终产出更加符合特定的需求或标准。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 594, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "这种模式特别适用于迭代改进文本，确保最终产出更加符合特定的需求或标准。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[40]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 80, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1eUUEOpIjrhNNe2A4d2wfz.png", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 244, "size": 0, "start": 0, "tags": ["img"], "tail": 0, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1eUUEOpIjrhNNe2A4d2wfz.png", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[41]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 81, "global_sentence_id": 127, "edu_l1_label": "EDU_O"}, {"txt": "7.对比模式", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 596, "size": 0, "start": 0, "tags": ["strong"], "tail": 0, "txt": "7.对比模式", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[42]/strong"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 82, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "     ChatGPT 被引导进行两个或多个事物、概念、理论、方法等之间的比较和对照分析，这种模式涉及到识别和讨论它们之间的相似之处和不同之处，有助于深入理解每个事物的独特性质和相对优劣。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 598, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "     ChatGPT 被引导进行两个或多个事物、概念、理论、方法等之间的比较和对照分析，这种模式涉及到识别和讨论它们之间的相似之处和不同之处，有助于深入理解每个事物的独特性质和相对优劣。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[42]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 83, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "对比分析是一种强有力的思考和学习工具，特别适用于决策制定、问题解析、批判性思维和学术研究等场景。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 599, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "对比分析是一种强有力的思考和学习工具，特别适用于决策制定、问题解析、批判性思维和学术研究等场景。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[42]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 83, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1QBbWCVY0Nc3xwhkh2lWjGt.png", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 249, "size": 0, "start": 0, "tags": ["img"], "tail": 0, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1QBbWCVY0Nc3xwhkh2lWjGt.png", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[43]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 84, "global_sentence_id": 131, "edu_l1_label": "EDU_O"}, {"txt": "8.翻译模式", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 601, "size": 0, "start": 0, "tags": ["strong"], "tail": 0, "txt": "8.翻译模式", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[44]/strong"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 85, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "     类似于转化，ChatGPT 的任务是将一种语言中的文本准确地转换成另一种语言，同时尽量保留原文的意思、语气和文化背景。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 603, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "     类似于转化，ChatGPT 的任务是将一种语言中的文本准确地转换成另一种语言，同时尽量保留原文的意思、语气和文化背景。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[44]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 86, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "翻译不仅仅是字面意义上的转换，还包括对语境、俚语、习语以及文化差异的理解和适应。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 604, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "翻译不仅仅是字面意义上的转换，还包括对语境、俚语、习语以及文化差异的理解和适应。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[44]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 86, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "这种转化过程要求对涉及的语言有深入的了解，包括语法规则、词汇用法和表达习惯等。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 605, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "这种转化过程要求对涉及的语言有深入的了解，包括语法规则、词汇用法和表达习惯等。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[44]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 86, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2V2OWx2ovI2Q208wTi3s4LoC.png", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 254, "size": 0, "start": 0, "tags": ["img"], "tail": 0, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2V2OWx2ovI2Q208wTi3s4LoC.png", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[45]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 87, "global_sentence_id": 136, "edu_l1_label": "EDU_O"}, {"txt": "9.模拟模式", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 607, "size": 0, "start": 0, "tags": ["strong"], "tail": 0, "txt": "9.模拟模式", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[46]/strong"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 88, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "      ChatGPT 可以被指导去模拟或重现某个过程、对话、现象或思维模式。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 609, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "      ChatGPT 可以被指导去模拟或重现某个过程、对话、现象或思维模式。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[46]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 89, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "这种模式可以应用于多种场景，包括模拟特定人物的对话风格、复现科学实验的步骤、展示问题解决过程或重现历史事件的经过。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 610, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "这种模式可以应用于多种场景，包括模拟特定人物的对话风格、复现科学实验的步骤、展示问题解决过程或重现历史事件的经过。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[46]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 89, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4zRkAH3K7B9Z3o08WZ1JkYyx.png", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 259, "size": 0, "start": 0, "tags": ["img"], "tail": 0, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4zRkAH3K7B9Z3o08WZ1JkYyx.png", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[47]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 90, "global_sentence_id": 140, "edu_l1_label": "EDU_O"}, {"txt": "10.推理模式", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 612, "size": 0, "start": 0, "tags": ["strong"], "tail": 0, "txt": "10.推理模式", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[48]/strong"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 91, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "     ChatGPT 利用现有的信息或数据来进行逻辑推断，从而揭示未明确表述的事实、原理或逻辑关系。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 614, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "     ChatGPT 利用现有的信息或数据来进行逻辑推断，从而揭示未明确表述的事实、原理或逻辑关系。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[48]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 92, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "这种模式涉及到分析、批判性思维和逻辑推演，能够帮助用户深入理解问题、解决问题或发现新的知识点。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 615, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "这种模式涉及到分析、批判性思维和逻辑推演，能够帮助用户深入理解问题、解决问题或发现新的知识点。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[48]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 92, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "推理过程可以基于归纳推理、演绎推理或类比推理等不同的逻辑方法。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 616, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "推理过程可以基于归纳推理、演绎推理或类比推理等不同的逻辑方法。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[48]/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 92, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3sqwlz1MAm9IDYwXN16PidM.png", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 264, "size": 0, "start": 0, "tags": ["img"], "tail": 0, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3sqwlz1MAm9IDYwXN16PidM.png", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[49]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 93, "global_sentence_id": 145, "edu_l1_label": "EDU_O"}, {"txt": "三、基本提示词技巧", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 618, "size": 0, "start": 0, "tags": ["h2"], "tail": 0, "txt": "三、基本提示词技巧", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h2[3]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 94, "global_sentence_id": 146, "edu_l1_label": "BOS"}, {"txt": "3.1 明确任务要求", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 620, "size": 0, "start": 0, "tags": ["h3"], "tail": 0, "txt": "3.1 明确任务要求", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h3[3]/a"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 95, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "    在向 ChatGPT 发送提示词时，首先要清晰地表达自己的需求。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 622, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    在向 ChatGPT 发送提示词时，首先要清晰地表达自己的需求。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "这包括明确任务类型（如写作、问答、翻译等）、主题内容和具体要求。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 623, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "这包括明确任务类型（如写作、问答、翻译等）、主题内容和具体要求。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": "例如，在要求翻译时，要说明源语言和目标语言。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 624, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "例如，在要求翻译时，要说明源语言和目标语言。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": "# 示例：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 626, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "# 示例：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[1]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": "使用ChatGPT进行翻译prompt = \"将以下中文句子翻译成英文：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 627, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "使用ChatGPT进行翻译\nprompt = \"将以下中文句子翻译成英文：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[1]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "我喜欢人工智能。\"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 628, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "我喜欢人工智能。\"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[1]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "# 假设这里有调用ChatGPT的函数chatgpt_api_callresponse = chatgpt_api_call(prompt)print(response)", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 629, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\n# 假设这里有调用ChatGPT的函数chatgpt_api_call\nresponse = chatgpt_api_call(prompt)\nprint(response)\n", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[1]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "    在这个例子中，明确的任务要求让 ChatGPT 能够准确地完成翻译任务。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 631, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    在这个例子中，明确的任务要求让 ChatGPT 能够准确地完成翻译任务。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "3.2 提供上下文信息", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 633, "size": 0, "start": 0, "tags": ["h3"], "tail": 0, "txt": "3.2 提供上下文信息", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h3[4]/a"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 98, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "    上下文信息可以帮助 ChatGPT 更好地理解任务背景，从而生成更连贯和相关的内容。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 635, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    上下文信息可以帮助 ChatGPT 更好地理解任务背景，从而生成更连贯和相关的内容。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[52]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "比如，在讨论一个项目时，提供项目的基本信息、目标和当前进展等。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 636, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "比如，在讨论一个项目时，提供项目的基本信息、目标和当前进展等。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[52]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": "# 示例：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 638, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "# 示例：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[2]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "提供上下文信息进行项目讨论project_info = \"我们正在进行一个智能安防项目，目前已经完成了硬件设备的安装，接下来需要进行软件算法的优化。\"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 639, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "提供上下文信息进行项目讨论\nproject_info = \"我们正在进行一个智能安防项目，目前已经完成了硬件设备的安装，接下来需要进行软件算法的优化。\"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[2]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "prompt = f\"根据上述项目信息，给出软件算法优化的建议。\"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 640, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\nprompt = f\"根据上述项目信息，给出软件算法优化的建议。\"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[2]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "response = chatgpt_api_call(prompt)print(response)", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 641, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\nresponse = chatgpt_api_call(prompt)\nprint(response)\n", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[2]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "    通过提供项目的上下文，ChatGPT 能够给出更贴合实际情况的建议。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 643, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    通过提供项目的上下文，ChatGPT 能够给出更贴合实际情况的建议。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[53]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "四、高级提示词技巧", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 645, "size": 0, "start": 0, "tags": ["h2"], "tail": 0, "txt": "四、高级提示词技巧", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h2[4]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 101, "global_sentence_id": 164, "edu_l1_label": "BOS"}, {"txt": "4.1 角色设定", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 647, "size": 0, "start": 0, "tags": ["h3"], "tail": 0, "txt": "4.1 角色设定", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h3[5]/a"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 102, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "    通过设定角色，可以让 ChatGPT 以特定的身份进行回答。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 649, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    通过设定角色，可以让 ChatGPT 以特定的身份进行回答。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "例如，设定为行业专家、历史人物或虚拟角色等。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 650, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "例如，设定为行业专家、历史人物或虚拟角色等。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "# 示例：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 652, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "# 示例：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[3]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "设定角色为人工智能专家回答问题prompt = \"作为一名资深的人工智能专家，请解释Transformer架构的核心原理。\"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 653, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "设定角色为人工智能专家回答问题\nprompt = \"作为一名资深的人工智能专家，请解释Transformer架构的核心原理。\"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[3]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": "response = chatgpt_api_call(prompt)print(response)", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 654, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\nresponse = chatgpt_api_call(prompt)\nprint(response)\n", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[3]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "这种方式可以让生成的内容更具专业性和特色。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 656, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "这种方式可以让生成的内容更具专业性和特色。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "4.2 链式提示", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 658, "size": 0, "start": 0, "tags": ["h3"], "tail": 0, "txt": "4.2 链式提示", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h3[6]/a"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 105, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "    链式提示是将一个复杂任务分解为多个步骤，逐步引导 ChatGPT 完成。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 660, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    链式提示是将一个复杂任务分解为多个步骤，逐步引导 ChatGPT 完成。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "例如，在创作一篇研究论文时，可以先让它生成大纲，然后根据大纲生成各个章节的内容。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 661, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "例如，在创作一篇研究论文时，可以先让它生成大纲，然后根据大纲生成各个章节的内容。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "# 示例：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 663, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "# 示例：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[4]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "链式提示生成研究论文# 第一步：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 664, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "链式提示生成研究论文\n# 第一步：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[4]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "生成论文大纲prompt1 = \"生成一篇关于量子计算在金融领域应用的论文大纲。\"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 665, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "生成论文大纲\nprompt1 = \"生成一篇关于量子计算在金融领域应用的论文大纲。\"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[4]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "outline = chatgpt_api_call(prompt1)# 第二步：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 666, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\noutline = chatgpt_api_call(prompt1)\n# 第二步：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[4]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "根据大纲生成第一章内容prompt2 = f\"根据以下大纲，生成第一章内容：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 667, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "根据大纲生成第一章内容\nprompt2 = f\"根据以下大纲，生成第一章内容：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[4]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "{outline}\"chapter1 = chatgpt_api_call(prompt2)print(chapter1)", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 668, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "{outline}\"\nchapter1 = chatgpt_api_call(prompt2)\nprint(chapter1)\n", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[4]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "    链式提示有助于提高生成内容的逻辑性和完整性。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 670, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    链式提示有助于提高生成内容的逻辑性和完整性。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[57]"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "五、提示词中的概念解释", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 672, "size": 0, "start": 0, "tags": ["h2"], "tail": 0, "txt": "五、提示词中的概念解释", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h2[5]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 108, "global_sentence_id": 182, "edu_l1_label": "BOS"}, {"txt": "5.1 Few - Shot Learning（少样本学习）", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 674, "size": 0, "start": 0, "tags": ["h3"], "tail": 0, "txt": "5.1 Few - Shot Learning（少样本学习）", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h3[7]/a"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 109, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": "    在提示词中，Few - Shot Learning 是指提供少量的示例，让 ChatGPT 学习并根据这些示例生成类似的内容。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 676, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    在提示词中，Few - Shot Learning 是指提供少量的示例，让 ChatGPT 学习并根据这些示例生成类似的内容。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 110, "global_sentence_id": 184, "edu_l1_label": "IOS"}, {"txt": "例如，在进行文本分类时，可以提供几个已分类的文本示例，然后让 ChatGPT 对新文本进行分类。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 677, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "例如，在进行文本分类时，可以提供几个已分类的文本示例，然后让 ChatGPT 对新文本进行分类。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 110, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": "# 示例：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 679, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "# 示例：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[5]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "Few - Shot Learning进行文本分类examples = [ {\"text\": \"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 680, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "Few - Shot Learning进行文本分类\nexamples = [\n {\"text\": \"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[5]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "苹果是一种水果\", \"label\": \"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 681, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "苹果是一种水果\", \"label\": \"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[5]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 188, "edu_l1_label": "IOS"}, {"txt": "食物\"}, {\"text\": \"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 682, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "食物\"},\n {\"text\": \"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[5]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 189, "edu_l1_label": "IOS"}, {"txt": "汽车是一种交通工具\", \"label\": \"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 683, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "汽车是一种交通工具\", \"label\": \"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[5]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 190, "edu_l1_label": "IOS"}, {"txt": "交通工具\"}]new_text = \"飞机是一种飞行器\"prompt = f\"根据以下示例，对新文本进行分类：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 684, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "交通工具\"}\n]\nnew_text = \"飞机是一种飞行器\"\nprompt = f\"根据以下示例，对新文本进行分类：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[5]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 191, "edu_l1_label": "IOS"}, {"txt": "\\n{examples}\\n新文本：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 685, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\\n{examples}\\n新文本：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[5]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "{new_text}\"response = chatgpt_api_call(prompt)print(response)", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 686, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "{new_text}\"\nresponse = chatgpt_api_call(prompt)\nprint(response)\n", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[5]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 193, "edu_l1_label": "IOS"}, {"txt": "通过 Few - Shot Learning，ChatGPT 可以利用示例中的模式和知识来处理新的任务。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 688, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "通过 Few - Shot Learning，ChatGPT 可以利用示例中的模式和知识来处理新的任务。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[59]"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 194, "edu_l1_label": "IOS"}, {"txt": "5.2 思维链提示（Chain - of - Thought Prompting）", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 690, "size": 0, "start": 0, "tags": ["h3"], "tail": 0, "txt": "5.2 思维链提示（Chain - of - Thought Prompting）", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h3[8]/a"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 112, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": "    思维链提示是引导 ChatGPT 逐步推理和解决问题的方法。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 692, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    思维链提示是引导 ChatGPT 逐步推理和解决问题的方法。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[60]"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 196, "edu_l1_label": "IOS"}, {"txt": "它通过一系列中间步骤的提示，让模型展示其思考过程。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 693, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "它通过一系列中间步骤的提示，让模型展示其思考过程。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[60]"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 197, "edu_l1_label": "IOS"}, {"txt": "例如，在解决数学问题时，可以要求 ChatGPT 一步一步地解释解题思路。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 694, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "例如，在解决数学问题时，可以要求 ChatGPT 一步一步地解释解题思路。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[60]"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 198, "edu_l1_label": "IOS"}, {"txt": "# 示例：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 696, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "# 示例：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[6]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 199, "edu_l1_label": "IOS"}, {"txt": "思维链提示解决数学问题prompt = \"计算(3 + 5) * 2的结果，并详细说明计算步骤。\"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 697, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "思维链提示解决数学问题\nprompt = \"计算(3 + 5) * 2的结果，并详细说明计算步骤。\"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[6]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 200, "edu_l1_label": "IOS"}, {"txt": "response = chatgpt_api_call(prompt)print(response)", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 698, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\nresponse = chatgpt_api_call(prompt)\nprint(response)\n", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[6]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 201, "edu_l1_label": "IOS"}, {"txt": "    这种方式可以提高模型回答的可信度和可解释性。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 700, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    这种方式可以提高模型回答的可信度和可解释性。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[61]"}]}, "tags": [], "label": "content", "web_segment_id": 114, "global_sentence_id": 202, "edu_l1_label": "IOS"}, {"txt": "六、提示词优化与调试", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 702, "size": 0, "start": 0, "tags": ["h2"], "tail": 0, "txt": "六、提示词优化与调试", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h2[6]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 115, "global_sentence_id": 203, "edu_l1_label": "BOS"}, {"txt": "在使用 ChatGPT 时，可能会遇到生成结果不理想的情况。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 704, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "在使用 ChatGPT 时，可能会遇到生成结果不理想的情况。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 204, "edu_l1_label": "IOS"}, {"txt": "这时，需要对提示词进行优化和调试。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 705, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "这时，需要对提示词进行优化和调试。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 205, "edu_l1_label": "IOS"}, {"txt": "可以尝试调整提示词的语言表达、增加或减少细节、改变角色设定等。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 706, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "可以尝试调整提示词的语言表达、增加或减少细节、改变角色设定等。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 206, "edu_l1_label": "IOS"}, {"txt": "例如，如果生成的文本过于冗长，可以明确要求简洁的回答；", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 707, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "例如，如果生成的文本过于冗长，可以明确要求简洁的回答；", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 207, "edu_l1_label": "IOS"}, {"txt": "如果内容不够详细，可以补充更多的背景信息。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 708, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "如果内容不够详细，可以补充更多的背景信息。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 208, "edu_l1_label": "IOS"}, {"txt": "# 示例：", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 710, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "# 示例：", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[7]/code"}]}, "tags": [], "label": "content", "web_segment_id": 1, "global_sentence_id": 209, "edu_l1_label": "IOS"}, {"txt": "优化提示词以获得更简洁的回答original_prompt = \"请详细介绍一下人工智能的发展历程。\"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 711, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "优化提示词以获得更简洁的回答\noriginal_prompt = \"请详细介绍一下人工智能的发展历程。\"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[7]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 210, "edu_l1_label": "IOS"}, {"txt": "optimized_prompt = \"简要介绍人工智能的发展历程，重点突出关键阶段。\"", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 712, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\noptimized_prompt = \"简要介绍人工智能的发展历程，重点突出关键阶段。\"", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[7]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 211, "edu_l1_label": "IOS"}, {"txt": "response = chatgpt_api_call(optimized_prompt)print(response)", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 713, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\nresponse = chatgpt_api_call(optimized_prompt)\nprint(response)\n", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/pre[7]/code"}]}, "tags": [], "label": "code", "web_segment_id": 1, "global_sentence_id": 212, "edu_l1_label": "IOS"}, {"txt": "    通过不断地优化和调试提示词，能够逐渐提高与 ChatGPT 交互的效果。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 715, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    通过不断地优化和调试提示词，能够逐渐提高与 ChatGPT 交互的效果。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 117, "global_sentence_id": 213, "edu_l1_label": "IOS"}, {"txt": "七、总结与展望", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 717, "size": 0, "start": 0, "tags": ["h2"], "tail": 0, "txt": "七、总结与展望", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h2[7]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 118, "global_sentence_id": 214, "edu_l1_label": "BOS"}, {"txt": "    掌握 ChatGPT 大模型提示词的使用技巧是充分发挥其强大功能的关键。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 719, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "    掌握 ChatGPT 大模型提示词的使用技巧是充分发挥其强大功能的关键。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 215, "edu_l1_label": "IOS"}, {"txt": "从明确任务要求、提供上下文信息，到运用高级技巧如角色设定和链式提示，再到理解和运用相关概念，如 Few - Shot Learning 和思维链提示，每一步都需要不断地实践和总结。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 720, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "从明确任务要求、提供上下文信息，到运用高级技巧如角色设定和链式提示，再到理解和运用相关概念，如 Few - Shot Learning 和思维链提示，每一步都需要不断地实践和总结。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 216, "edu_l1_label": "IOS"}, {"txt": "同时，持续优化和调试提示词也是提高交互效果的重要手段。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 721, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "同时，持续优化和调试提示词也是提高交互效果的重要手段。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 217, "edu_l1_label": "IOS"}, {"txt": "随着 AI 技术的不断发展，ChatGPT 等大模型的应用场景将更加广泛，而熟练掌握提示词技巧将使我们在这个人工智能时代更具竞争力，能够更高效地利用这些技术为工作和生活服务。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 722, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "随着 AI 技术的不断发展，ChatGPT 等大模型的应用场景将更加广泛，而熟练掌握提示词技巧将使我们在这个人工智能时代更具竞争力，能够更高效地利用这些技术为工作和生活服务。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 218, "edu_l1_label": "IOS"}, {"txt": "未来，随着对大模型理解的深入和提示词技巧的不断创新，我们有望探索出更多与 AI 交互的可能性，推动各领域的创新发展。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 723, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "未来，随着对大模型理解的深入和提示词技巧的不断创新，我们有望探索出更多与 AI 交互的可能性，推动各领域的创新发展。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 219, "edu_l1_label": "IOS"}, {"txt": "结束语", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 725, "size": 0, "start": 0, "tags": ["h2"], "tail": 0, "txt": "结束语", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/h2[8]/a"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 120, "global_sentence_id": 220, "edu_l1_label": "BOS"}, {"txt": "        亲爱的朋友，无论前路如何漫长与崎岖，都请怀揣梦想的火种，因为在生活的广袤星空中，总有一颗属于你的璀璨星辰在熠熠生辉，静候你抵达。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 727, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "        亲爱的朋友，无论前路如何漫长与崎岖，都请怀揣梦想的火种，因为在生活的广袤星空中，总有一颗属于你的璀璨星辰在熠熠生辉，静候你抵达。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[65]/font"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 221, "edu_l1_label": "IOS"}, {"txt": "         愿你在这纷繁世间，能时常收获微小而确定的幸福，如春日微风轻拂面庞，所有的疲惫与烦恼都能被温柔以待，内心永远充盈着安宁与慰藉。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 729, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "         愿你在这纷繁世间，能时常收获微小而确定的幸福，如春日微风轻拂面庞，所有的疲惫与烦恼都能被温柔以待，内心永远充盈着安宁与慰藉。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[66]/font"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 222, "edu_l1_label": "IOS"}, {"txt": "        至此，文章已至尾声，而您的故事仍在续写，不知您对文中所叙有何独特见解？", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 731, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "        至此，文章已至尾声，而您的故事仍在续写，不知您对文中所叙有何独特见解？", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[67]/font"}]}, "tags": [], "label": "content", "web_segment_id": 123, "global_sentence_id": 223, "edu_l1_label": "IOS"}, {"txt": "期待您在心中与我对话，开启思想的新交流。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 732, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "期待您在心中与我对话，开启思想的新交流。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[67]/font"}]}, "tags": [], "label": "content", "web_segment_id": 123, "global_sentence_id": 224, "edu_l1_label": "IOS"}, {"txt": "--------------- 业精于勤，荒于嬉 ---------------", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 734, "size": 0, "start": 0, "tags": ["b"], "tail": 0, "txt": "--------------- 业精于勤，荒于嬉 ---------------", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/center[4]/font/b"}]}, "tags": ["b"], "label": "content", "web_segment_id": 1, "global_sentence_id": 225, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1cxkxl3lyWBm2wDrEL2Dq8lr.gif", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 331, "size": 0, "start": 0, "tags": ["img"], "tail": 0, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1cxkxl3lyWBm2wDrEL2Dq8lr.gif", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[68]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 125, "global_sentence_id": 226, "edu_l1_label": "EDU_O"}, {"txt": "--------------- 行成于思，毁于随 ---------------", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 736, "size": 0, "start": 0, "tags": ["b"], "tail": 0, "txt": "--------------- 行成于思，毁于随 ---------------", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/center[5]/font/b"}]}, "tags": ["b"], "label": "content", "web_segment_id": 1, "global_sentence_id": 227, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/25m2v287yUe3qFVS6lXEQm.gif", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 337, "size": 0, "start": 0, "tags": ["img"], "tail": 0, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/25m2v287yUe3qFVS6lXEQm.gif", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[69]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 126, "global_sentence_id": 228, "edu_l1_label": "EDU_O"}, {"txt": "     ① 🉑提供云服务部署（有自己的阿里云）；", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 738, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "     ① 🉑提供云服务部署（有自己的阿里云）；", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[70]"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 229, "edu_l1_label": "IOS"}, {"txt": "      ② 🉑提供前端、后端、应用程序、H5、小程序、公众号等相关业务；", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 740, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "      ② 🉑提供前端、后端、应用程序、H5、小程序、公众号等相关业务；", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[70]/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 128, "global_sentence_id": 230, "edu_l1_label": "IOS"}, {"txt": "      如🈶合作请联系我，期待您的联系。", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 742, "size": 0, "start": 0, "tags": ["br"], "tail": 0, "txt": "      如🈶合作请联系我，期待您的联系。", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[70]/br[2]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 129, "global_sentence_id": 231, "edu_l1_label": "IOS"}, {"txt": "     亲，码字不易，动动小手，欢迎 点赞 ➕ 收藏，如 🈶 问题请留言（评论），博主看见后一定及时给您答复，💌💌💌", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 744, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "     亲，码字不易，动动小手，欢迎 ", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[71]"}, {"immutable": false, "orig_start": 0, "position_id": 746, "size": 0, "start": 0, "tags": ["strong"], "tail": 0, "txt": "点赞 ➕ 收藏", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[71]/strong"}, {"immutable": false, "orig_start": 0, "position_id": 748, "size": 0, "start": 0, "tags": ["strong"], "tail": 0, "txt": "，如 🈶 问题请留言（评论），博主看见后一定及时给您答复，💌💌💌", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/p[71]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 130, "global_sentence_id": 232, "edu_l1_label": "IOS"}, {"txt": " - - - E N D - - - ", "language": "chinese", "position": {"atoms": [{"immutable": false, "orig_start": 0, "position_id": 750, "size": 0, "start": 0, "tags": [], "tail": 0, "txt": "\n - - - E N D - - - \n", "x": "/html/body/div[2]/div[1]/main/div[1]/article/div[1]/div/center[6]"}]}, "tags": [], "label": "O", "web_segment_id": 1, "global_sentence_id": 233, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# AI多维度创新探索：ChatGPT大模型提示词使用技巧全维度智能体提示框架 ## 一、ChatGPT架构 ### 特色1：ChatGPT全新功能深入解析 ### 特色2：丰富的应用场景 ### 特色3：GPTs全面介绍 ### 特色4：简洁明了的实战案例 ### 特色5：配套资源支持 ## 二、提示词和问答模式 ### 2.1 理解提示词的重要性 ### 2.1 AI的回答模式 #### 1.解释模式 #### 2.类比模式 #### 3.列举模式 #### 4.限制模式 #### 5.转换模式 #### 6.增改模式 #### 7.对比模式 #### 8.翻译模式 #### 9.模拟模式 #### 10.推理模式 ## 三、基本提示词技巧 ### 3.1 明确任务要求 ### 3.2 提供上下文信息 ## 四、高级提示词技巧 ### 4.1 角色设定 ### 4.2 链式提示 ## 五、提示词中的概念解释 ### 5.1 Few - Shot Learning（少样本学习） ### 5.2 思维链提示（Chain - of - Thought Prompting） ## 六、提示词优化与调试 ## 七、总结与展望 ## 结束语
2f5dbb5b-9555-453c-8e5d-b7da6953db00
web
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https://mp.weixin.qq.com/s?__biz=MzA3ODM4MzY4OA==&mid=2651737410&idx=1&sn=39a9ba0d0590026a53793414b0cf6f4b&scene=0
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"content", "web_segment_id": 49, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "其中，对菜籽油、油渣饼、豌豆加征100%关税；", "language": "chinese", "position": {"atoms": [{"position_id": 197, "txt": "其中，对菜籽油、油渣饼、豌豆加征100%关税；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 50, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "对水产品、猪肉加征25%关税，且此次进入加征关税清单的商品，是在现行适用关税税率基础上分别加征相应关税，现行保税减免税政策不变，此次加征的关税不予减免。", "language": "chinese", "position": {"atoms": [{"position_id": 198, "txt": "对水产品、猪肉加征25%关税，且此次进入加征关税清单的商品，是在现行适用关税税率基础上分别加征相应关税，现行保税减免税政策不变，此次加征的关税不予减免。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 50, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "从加征关税清单获悉，菜油、菜粕均对应了两种商品，分别为初榨/其他低芥子酸菜籽油及其分离品，以及低芥子/其他酸油菜籽的油渣饼及其他固体残渣。", "language": "chinese", "position": {"atoms": [{"position_id": 200, "txt": "从加征关税清单获悉，菜油、菜粕均对应了两种商品，分别为初榨/其他低芥子酸菜籽油及其分离品，以及低芥子/其他酸油菜籽的油渣饼及其他固体残渣。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "从我国对国外菜粕、菜油的进口依存度来看，菜粕方面，2024年我国进口菜粕275万吨，其中从加拿大进口201.03万吨，占比为74%；", "language": "chinese", "position": {"atoms": [{"position_id": 202, "txt": "从我国对国外菜粕、菜油的进口依存度来看，菜粕方面，2024年我国进口菜粕275万吨，其中从加拿大进口201.03万吨，占比为74%；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "菜油方面，2024年我国进口菜油188万吨，其中从加拿大进口仅为0.06万吨。", "language": "chinese", "position": {"atoms": [{"position_id": 203, "txt": "菜油方面，2024年我国进口菜油188万吨，其中从加拿大进口仅为0.06万吨。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "国投期货研究院中级分析师宋腾表示，中国的菜粕进口需求量较大，如果不从加拿大进口，短期很难从阿联酋或澳大利亚等国补足，供需趋于紧张。", "language": "chinese", "position": {"atoms": [{"position_id": 205, "txt": "国投期货研究院中级分析师宋腾表示，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span"}, {"position_id": 207, "txt": "中国的菜粕进口需求量较大，如果不从加拿大进口，短期很难从阿联酋或澳大利亚等国补足，供需趋于紧张。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "而进口菜粕多为颗粒粕，在交割配对上比较常见，本次加税或将改变折价颗粒粕交割的局面。", "language": "chinese", "position": {"atoms": [{"position_id": 209, "txt": "而进口菜粕多为颗粒粕，在交割配对上比较常见，本次加税或将改变折价颗粒粕交割的局面。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "在菜油进口方面，最近三年，我国已经彻底转变了菜油进口需求国的局面，目前我国仅从俄罗斯、白俄罗斯等国进口菜油，所以本次关税的提高对菜油供给的影响不大，但作为菜系作物中的一部分，菜油也跟随整体上涨。", "language": "chinese", "position": {"atoms": [{"position_id": 210, "txt": "在菜油进口方面，最近三年，我国已经彻底转变了菜油进口需求国的局面，目前我国仅从俄罗斯、白俄罗斯等国进口菜油，所以本次关税的提高对菜油供给的影响不大，但作为菜系作物中的一部分，菜油也跟随整体上涨。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "周昱宇表示，结合盘面交割品来看，本次限制加拿大菜粕进口可能使得国内年度符合交割品条件菜粕供应减少30%至50%。", "language": "chinese", "position": {"atoms": [{"position_id": 212, "txt": "周昱宇表示，结合盘面交割品来看，本次限制加拿大菜粕进口可能使得国内年度符合交割品条件菜粕供应减少30%至50%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "从菜粕其自身基本面来看，目前中性偏高库存可能会限制菜粕涨幅，且在国内菜系榨利转好下，将加速菜籽进口来弥补缺口，突发事件下跟随市场情绪做多或月差正套为主，另外菜粕本次影响超过菜油，预计菜粕情绪释放大于菜油。", "language": "chinese", "position": {"atoms": [{"position_id": 213, "txt": "从菜粕其自身基本面来看，目前中性偏高库存可能会限制菜粕涨幅，且在国内菜系榨利转好下，将加速菜籽进口来弥补缺口，突发事件下跟随市场情绪做多或月差正套为主，另外菜粕本次影响超过菜油，预计菜粕情绪释放大于菜油。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "02", "language": "chinese", "position": {"atoms": [{"position_id": 215, "txt": "02", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/section/section/section/section[1]/section/section/section/p/em/strong"}]}, "tags": ["em", "strong"], "label": "title1", "web_segment_id": 55, "global_sentence_id": 26, "edu_l1_label": "BOS"}, {"txt": "菜籽与豆粕跟随上涨", "language": "chinese", "position": {"atoms": [{"position_id": 217, "txt": "菜籽与豆粕跟随上涨", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/section/section/section/section[2]/section/p/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 56, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "从今日菜系期货价格走势分析，除菜粕各期限合约全部涨停，菜籽主力合约涨幅超8%。", "language": "chinese", "position": {"atoms": [{"position_id": 219, "txt": "从今日菜系期货价格走势分析，除菜粕各期限合约全部涨停，菜籽主力合约涨幅超8%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "据海关统计数据显示，2024年，我国进口菜籽638.55万吨，同比2023年增长16.28%。", "language": "chinese", "position": {"atoms": [{"position_id": 220, "txt": "据海关统计数据显示，2024年，我国进口菜籽638.55万吨，同比2023年增长16.28%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "其中，从加拿大进口菜籽613万吨，占比为96%。", "language": "chinese", "position": {"atoms": [{"position_id": 221, "txt": "其中，从加拿大进口菜籽613万吨，占比为96%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "从上述数据不难发现，我国对于加拿大菜籽进口的依存度较高，如果未来中国与加拿大的贸易摩擦进一步加剧，我国有可能将菜籽也纳入加征关税清单，从而产生供应短缺，推升菜籽价格。", "language": "chinese", "position": {"atoms": [{"position_id": 223, "txt": "从上述数据不难发现，我国对于加拿大菜籽进口的依存度较高，如果未来中国与加拿大的贸易摩擦进一步加剧，我国有可能将菜籽也纳入加征关税清单，从而产生供应短缺，推升菜籽价格。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[20]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 58, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "此外，菜籽作为菜粕的原材料，当菜粕外部供给下降时，内部产量将会提高，补充需求缺口。", "language": "chinese", "position": {"atoms": [{"position_id": 225, "txt": "此外，菜籽作为菜粕的原材料，当菜粕外部供给下降时，内部产量将会提高，补充需求缺口。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "宋腾表示，目前我国菜粕库存在60万吨左右，加征关税后，供给缺口明显，而实际有效的办法为，加大国内油厂菜籽的压榨量，所以未来不排除加大全球菜籽的采购量，提高压榨开机率，增加菜粕供给。", "language": "chinese", "position": {"atoms": [{"position_id": 226, "txt": "宋腾表示，目前我国菜粕库存在60万吨左右，加征关税后，供给缺口明显，而实际有效的办法为，加大国内油厂菜籽的压榨量，所以未来不排除加大全球菜籽的采购量，提高压榨开机率，增加菜粕供给。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "而数据显示，虽然菜籽买船量近期有所回升，但整体上菜籽新增供应依然偏紧。", "language": "chinese", "position": {"atoms": [{"position_id": 227, "txt": "而数据显示，虽然菜籽买船量近期有所回升，但整体上菜籽新增供应依然偏紧。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/27qcr1VYOpz3MoD6b75E4W.png", "language": "chinese", "position": {"atoms": [{"position_id": 127, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/27qcr1VYOpz3MoD6b75E4W.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 60, "global_sentence_id": 35, "edu_l1_label": "EDU_O"}, {"txt": "除国内压榨生产可弥补需求缺口，豆粕对菜粕也有一定的补充作用。", "language": "chinese", "position": {"atoms": [{"position_id": 229, "txt": "除国内压榨生产可弥补需求缺口，豆粕对菜粕也有一定的补充作用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "但从价格上分析，目前豆粕主力合约期价为2937元/吨，菜粕主力合约期价为2611元/吨，两者存在一定差距。", "language": "chinese", "position": {"atoms": [{"position_id": 230, "txt": "但从价格上分析，目前豆粕主力合约期价为2937元/吨，菜粕主力合约期价为2611元/吨，两者存在一定差距。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "未来如果菜粕价格进一步走高，则豆粕对其的替换效应将更加明显。", "language": "chinese", "position": {"atoms": [{"position_id": 231, "txt": "未来如果菜粕价格进一步走高，则豆粕对其的替换效应将更加明显。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "同时，需要注意的是，无论是菜粕，还是豆粕，都是饲料领域不可或缺的商品。", "language": "chinese", "position": {"atoms": [{"position_id": 233, "txt": "同时，需要注意的是，无论是菜粕，还是豆粕，都是饲料领域不可或缺的商品。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "宋腾表示，菜粕是重要的饲料蛋白原料，在水产饲料中使用非常广泛，占总消费量的一半以上，水产饲料中菜粕的添加比例可达30%-40%。", "language": "chinese", "position": {"atoms": [{"position_id": 234, "txt": "宋腾表示，菜粕是重要的饲料蛋白原料，在水产饲料中使用非常广泛，占总消费量的一半以上，水产饲料中菜粕的添加比例可达30%-40%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "未来即使豆菜粕价差不断拉近，豆粕替代可以解决一部分问题。", "language": "chinese", "position": {"atoms": [{"position_id": 235, "txt": "未来即使豆菜粕价差不断拉近，豆粕替代可以解决一部分问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "但实际使用中，菜粕仍存在一定刚需。", "language": "chinese", "position": {"atoms": [{"position_id": 236, "txt": "但实际使用中，菜粕仍存在一定刚需。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "因为有菜粕添加的水产饲料在色泽，气味，外观上都有明显优势，且在部分鱼虾品种的喂养中必须使用菜粕。", "language": "chinese", "position": {"atoms": [{"position_id": 237, "txt": "因为有菜粕添加的水产饲料在色泽，气味，外观上都有明显优势，且在部分鱼虾品种的喂养中必须使用菜粕。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "而此次加征关税比较突然，可以预见短期内菜粕价格会有所抬升，将导致饲料价格上涨，最终传导至养殖行业。", "language": "chinese", "position": {"atoms": [{"position_id": 238, "txt": "而此次加征关税比较突然，可以预见短期内菜粕价格会有所抬升，将导致饲料价格上涨，最终传导至养殖行业。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": " 和讯 ", "language": "chinese", "position": {"atoms": [{"position_id": 240, "txt": "\n 和讯 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 80, "global_sentence_id": 45, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# “菜价”疯涨，郑商所出手 ## 01菜粕率先反馈 ## 02菜籽与豆粕跟随上涨
6f5b3a05-1430-4e2e-9fca-c3bf89847b29
web
test/raw_web_htmls/6f5b3a05-1430-4e2e-9fca-c3bf89847b29.html
https://every.to/p/how-to-be-more-agentic-5546023c-3569-431e-84bb-a41b510c8a32
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Either someone has it or they don’t—and if it’s the latter, too bad.", "x": "/html/body/div/div[3]/div/div[3]/div[2]/div/div[1]/p[5]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": " They’re doomed to a life in the minor leagues.", "language": "english", "position": {"atoms": [{"position_id": 384, "txt": " They’re doomed to a life in the minor leagues.", "x": "/html/body/div/div[3]/div/div[3]/div[2]/div/div[1]/p[5]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": " But this hasn’t been my experience.", "language": "english", "position": {"atoms": [{"position_id": 385, "txt": " But this hasn’t been my experience.", "x": "/html/body/div/div[3]/div/div[3]/div[2]/div/div[1]/p[5]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": " Over the years, as I’ve aged and made smarter friends, I’ve 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"global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": " physical reads, or tells.", "language": "english", "position": {"atoms": [{"position_id": 402, "txt": " physical reads, or tells.", "x": "/html/body/div/div[3]/div/div[3]/div[2]/div/div[1]/p[8]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": " (I know an example would make this more compelling, but I’m sorry, it’s like explaining a magic trick.)", "language": "english", "position": {"atoms": [{"position_id": 403, "txt": " (I know an example would make this more compelling, but I’m sorry, it’s like explaining a magic trick.)", "x": "/html/body/div/div[3]/div/div[3]/div[2]/div/div[1]/p[8]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "Two friends and I maniacally studied reads together, and we all had out-of-distribution results.", "language": "english", "position": {"atoms": 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"web_segment_id": 84, "global_sentence_id": 179, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# How to Be More Agentic ## Court rejection ## Seek real feedback ## Increase your surface area for luck ## Assume everything is learnable ## Learn to love the moat of low status ## Don’t work too hard ## Agency has built our world
b8ee7ae1-bdc4-4885-8bbf-4c319ad0ca31
web
test/raw_web_htmls/b8ee7ae1-bdc4-4885-8bbf-4c319ad0ca31.html
https://mp.weixin.qq.com/s?__biz=MTI0MDU3NDYwMQ==&mid=2657753398&idx=1&sn=225f4ffde3e0e3cc9d57ed662f3e625b&chksm=7b8344c9aa00e88cbadad9f2860cd383f31edb0db9c6f8321b0951cf06b1a2b0ae61d1067d8a
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{"txt": "遗嘱的内容不仅是处分当事人去世后的遗产，比如房产、存款、股票、股权等，另外也涉及对当事人生前的监护、扶养安排等事项。", "language": "chinese", "position": {"atoms": [{"position_id": 432, "txt": "遗嘱的内容不仅是处分当事人去世后的遗产，比如房产、存款、股票、股权等，另外也涉及对当事人生前的监护、扶养安排等事项。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[27]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/zKvDO2g7RBr1RIMs78FGS6.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 196, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/zKvDO2g7RBr1RIMs78FGS6.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[9]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 76, "global_sentence_id": 58, "edu_l1_label": "EDU_O"}, {"txt": "北京市昌平区人民法院法官杜春龙表示，在立遗嘱的时候也可以同时附上相关的条件，比如要求接受遗产的人要履行相应的扶养义务，如果说接受遗产的人没有尽到相应的扶养义务，则可以撤销他继承遗产的资格。", "language": "chinese", "position": {"atoms": [{"position_id": 434, "txt": "北京市昌平区人民法院法官杜春龙表示，在立遗嘱的时候也可以同时附上相关的条件，比如要求接受遗产的人要履行相应的扶养义务，如果说接受遗产的人没有尽到相应的扶养义务，则可以撤销他继承遗产的资格。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[28]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "公证人员提醒：", "language": "chinese", "position": {"atoms": [{"position_id": 436, "txt": "公证人员提醒：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "当事人立遗嘱要适当趁早，因为如果精神状态不好、意识不清醒的话，遗嘱的效力就会有问题；", "language": "chinese", "position": {"atoms": [{"position_id": 438, "txt": "当事人立遗嘱要适当趁早", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[2]/li[1]/p/strong/span"}, {"position_id": 440, "txt": "，因为如果精神状态不好、意识不清醒的话，遗嘱的效力就会有问题；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[2]/li[1]/p/span"}]}, "tags": ["li", "strong"], 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"source", "web_segment_id": 81, "global_sentence_id": 63, "edu_l1_label": "EDU_O"}, {"txt": "央视新闻微信公众号（ID：", "language": "chinese", "position": {"atoms": [{"position_id": 452, "txt": "央视新闻微信公众号（ID：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[11]/span[1]/span"}]}, "tags": [], "label": "source", "web_segment_id": 81, "global_sentence_id": 64, "edu_l1_label": "EDU_O"}, {"txt": "cctvnewscenter）", "language": "chinese", "position": {"atoms": [{"position_id": 453, "txt": "cctvnewscenter）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[11]/span[1]/span"}]}, "tags": [], "label": "source", "web_segment_id": 81, "global_sentence_id": 65, "edu_l1_label": "EDU_O"}, {"txt": "更多新闻", "language": "chinese", "position": {"atoms": [{"position_id": 455, "txt": "更多新闻", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section/section[1]/section/section/p/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 82, "global_sentence_id": 66, "edu_l1_label": "EDU_O"}, {"txt": "心梗来临前的6个预警信号！", "language": "chinese", "position": {"atoms": [{"position_id": 457, "txt": "心梗来临前的6个预警信号！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section/ul/li/p/a/span"}]}, "tags": ["li"], "label": "O", "web_segment_id": 83, "global_sentence_id": 67, "edu_l1_label": "EDU_O"}, {"txt": "记住这些，关键时刻能救命", "language": "chinese", "position": {"atoms": [{"position_id": 458, "txt": "记住这些，关键时刻能救命", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section/ul/li/p/a/span"}]}, "tags": ["li"], "label": "O", "web_segment_id": 83, "global_sentence_id": 68, "edu_l1_label": "EDU_O"}, {"txt": "总台央视记者/冀成海 杨松涛", "language": "chinese", "position": {"atoms": [{"position_id": 460, "txt": "总台央视记者", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[30]/section/section[1]/section/section[1]/span"}, {"position_id": 462, "txt": "/冀成海 杨松涛", "x": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[30]/section/section[2]/span/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 87, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}, {"txt": " 央视新闻 ", "language": "chinese", "position": {"atoms": [{"position_id": 470, "txt": "\n 央视新闻 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 105, "global_sentence_id": 73, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 独身女子病逝，叔姑舅姨9人争遗产，法院判了！ ## 独身女子去世9名旁系亲属主张分遗产 ## 上海一独居老人猝死堂弟要求继承遗产 ## 法官：无人继承又无人受遗赠的遗产归国家所有 ## 法官：为避免身后财产纠纷最好立遗嘱
9012e0db-e210-4b74-a11d-1e09118a499f
web
test/raw_web_htmls/9012e0db-e210-4b74-a11d-1e09118a499f.html
https://github.com/jandrewrogers/RotoHash
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"english", "position": {"atoms": [{"position_id": 623, "txt": " RotoHash is a poor choice for applications where fixed costs dominate performance such as small string hashing.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[3]"}]}, "tags": [], "label": "content", "web_segment_id": 4, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": " For these use cases an algorithm such as rapidhash may be more appropriate.", "language": "english", "position": {"atoms": [{"position_id": 624, "txt": " For these use cases an algorithm such as ", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[3]"}, {"position_id": 626, "txt": "rapidhash", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[3]/a"}, {"position_id": 628, "txt": " may be more appropriate.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[3]/a"}]}, "tags": [], "label": "content", "web_segment_id": 4, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "Performance", "language": "english", "position": {"atoms": [{"position_id": 630, "txt": "Performance", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[2]/h2"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 5, "global_sentence_id": 14, "edu_l1_label": "BOS"}, {"txt": "<table <table position_id=\"557\"><thead position_id=\"558\"><tr position_id=\"559\"><th align=\"left\" position_id=\"560\">CPU Architecture</th><th align=\"right\" position_id=\"561\">256K (Aligned)</th><th align=\"right\" position_id=\"562\">256K (Unaligned)</th><th align=\"right\" position_id=\"563\">1000 Bytes</th><th align=\"right\" position_id=\"564\">Less Than 256 Bytes</th></tr></thead><tbody position_id=\"565\"><tr position_id=\"566\"><td align=\"left\" position_id=\"567\">Intel Sapphire Rapids</td><td align=\"right\" position_id=\"568\">240 GB/s</td><td align=\"right\" position_id=\"569\">130 GB/s</td><td align=\"right\" position_id=\"570\">62 cycles/hash</td><td align=\"right\" position_id=\"571\">58 cycles/hash</td></tr><tr position_id=\"572\"><td align=\"left\" position_id=\"573\">AMD Zen 4</td><td align=\"right\" position_id=\"574\">147 GB/s</td><td align=\"right\" position_id=\"575\">143 GB/s</td><td align=\"right\" position_id=\"576\">78 cycles/hash</td><td align=\"right\" position_id=\"577\">70 cycles/hash</td></tr><tr position_id=\"578\"><td align=\"left\" position_id=\"579\">Intel Ice Lake</td><td align=\"right\" position_id=\"580\">173 GB/s</td><td align=\"right\" position_id=\"581\">61 GB/s</td><td align=\"right\" position_id=\"582\">86 cycles/hash</td><td align=\"right\" position_id=\"583\">82 cycles/hash</td></tr></tbody></table>", "language": "english", "position": {"atoms": [{"position_id": 557, "txt": "<table <table position_id=\"557\"><thead position_id=\"558\"><tr position_id=\"559\"><th align=\"left\" position_id=\"560\">CPU Architecture</th><th align=\"right\" position_id=\"561\">256K (Aligned)</th><th align=\"right\" position_id=\"562\">256K (Unaligned)</th><th align=\"right\" position_id=\"563\">1000 Bytes</th><th align=\"right\" position_id=\"564\">Less Than 256 Bytes</th></tr></thead><tbody position_id=\"565\"><tr position_id=\"566\"><td align=\"left\" position_id=\"567\">Intel Sapphire Rapids</td><td align=\"right\" position_id=\"568\">240 GB/s</td><td align=\"right\" position_id=\"569\">130 GB/s</td><td align=\"right\" position_id=\"570\">62 cycles/hash</td><td align=\"right\" position_id=\"571\">58 cycles/hash</td></tr><tr position_id=\"572\"><td align=\"left\" position_id=\"573\">AMD Zen 4</td><td align=\"right\" position_id=\"574\">147 GB/s</td><td align=\"right\" position_id=\"575\">143 GB/s</td><td align=\"right\" position_id=\"576\">78 cycles/hash</td><td align=\"right\" position_id=\"577\">70 cycles/hash</td></tr><tr position_id=\"578\"><td align=\"left\" position_id=\"579\">Intel Ice Lake</td><td align=\"right\" position_id=\"580\">173 GB/s</td><td align=\"right\" position_id=\"581\">61 GB/s</td><td align=\"right\" position_id=\"582\">86 cycles/hash</td><td align=\"right\" position_id=\"583\">82 cycles/hash</td></tr></tbody></table>", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/markdown-accessiblity-table/table"}]}, "tags": ["table"], "label": "table", "web_segment_id": 6, "global_sentence_id": 15, "edu_l1_label": "EDU_O"}, {"txt": "These values are representative of the pure AVX-512 implementation.", "language": "english", "position": {"atoms": [{"position_id": 632, "txt": "These values are representative of the pure AVX-512 implementation.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[4]"}]}, "tags": [], "label": "content", "web_segment_id": 7, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": " On older microarchitectures such as Ice Lake, the 128-bit implementation may be faster in some cases.", "language": "english", "position": {"atoms": [{"position_id": 633, "txt": " On older microarchitectures such as Ice Lake, the 128-bit implementation may be faster in some cases.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[4]"}]}, "tags": [], "label": "content", "web_segment_id": 7, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "Quality", "language": "english", "position": {"atoms": [{"position_id": 635, "txt": "Quality", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[3]/h2"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 8, "global_sentence_id": 18, "edu_l1_label": "BOS"}, {"txt": "No issues detected under extended testing in test suites such as SMHasher3.", "language": "english", "position": {"atoms": [{"position_id": 637, "txt": "No issues detected under extended testing in test suites such as SMHasher3.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[5]"}]}, "tags": [], "label": "content", "web_segment_id": 9, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "Hash quality is atypically high for an algorithm not specifically designed for cryptographic use.", "language": "english", "position": {"atoms": [{"position_id": 639, "txt": "Hash quality is atypically high for an algorithm not specifically designed for cryptographic use.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[6]"}]}, "tags": [], "label": "content", "web_segment_id": 10, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": " The algorithm can be trivially modified to reduce overhead, thereby increasing performance, while still passing test suites with reduced hash quality.", "language": "english", "position": {"atoms": [{"position_id": 640, "txt": " The algorithm can be trivially modified to reduce overhead, thereby increasing performance, while still passing test suites with reduced hash quality.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[6]"}]}, "tags": [], "label": "content", "web_segment_id": 10, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": " That is not the objective here.", "language": "english", "position": {"atoms": [{"position_id": 641, "txt": " That is not the objective here.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[6]"}]}, "tags": [], "label": "content", "web_segment_id": 10, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "Construction", "language": "english", "position": {"atoms": [{"position_id": 643, "txt": "Construction", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[4]/h2"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 11, "global_sentence_id": 23, "edu_l1_label": "BOS"}, {"txt": "The algorithm is built on three 32-bit primitives:", "language": "english", "position": {"atoms": [{"position_id": 645, "txt": "The algorithm is built on three 32-bit primitives:", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": " xor, rotate, and AES encrypt [0].", "language": "english", "position": {"atoms": [{"position_id": 646, "txt": " xor, rotate, and AES encrypt [0].", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": " It supports incremental hashing.", "language": "english", "position": {"atoms": [{"position_id": 647, "txt": " It supports incremental hashing.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": " RotoHash has 256 bytes of internal state.", "language": "english", "position": {"atoms": [{"position_id": 648, "txt": " RotoHash has 256 bytes of internal state.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": " This is unusually wide for hash state and incurs a high fixed cost, particularly on older microarchitectures.", "language": "english", "position": {"atoms": [{"position_id": 649, "txt": " This is unusually wide for hash state and incurs a high fixed cost, particularly on older microarchitectures.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": " However, this also increases the potential for parallelism and quality.", "language": "english", "position": {"atoms": [{"position_id": 650, "txt": " However, this also increases the potential for parallelism and quality.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": " Support for AVX-512 and vector AES were core design objectives in order to efficiently meet throughput requirements but are not required.", "language": "english", "position": {"atoms": [{"position_id": 651, "txt": " Support for AVX-512 and vector AES were core design objectives in order to efficiently meet throughput requirements but are not required.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "[0] While AES operates on 128-bit blocks, the internals of AES are 32-bit and can be modeled as such.", "language": "english", "position": {"atoms": [{"position_id": 653, "txt": "[0] While AES operates on 128-bit blocks, the internals of AES are 32-bit and can be modeled as such.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[8]"}]}, "tags": [], "label": "content", "web_segment_id": 13, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "Status", "language": "english", "position": {"atoms": [{"position_id": 655, "txt": "Status", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/div[5]/h2"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 14, "global_sentence_id": 32, "edu_l1_label": "BOS"}, {"txt": "The reference implementation currently supports x86-64 with AVX2 (e.g. Intel Haswell) and takes advantage of more advanced features if available.", "language": "english", "position": {"atoms": [{"position_id": 657, "txt": "The reference implementation currently supports x86-64 with AVX2 (e.g. Intel Haswell) and takes advantage of more advanced features if available.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[9]"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": " Support for ARM64 will likely be added at some point.", "language": "english", "position": {"atoms": [{"position_id": 658, "txt": " Support for ARM64 will likely be added at some point.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[9]"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": " Various minor implementation improvements still need to be done.", "language": "english", "position": {"atoms": [{"position_id": 659, "txt": " Various minor implementation improvements still need to be done.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[9]"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "The baseline algorithm is unlikely to change but analysis and verification of hash quality is ongoing.", "language": "english", "position": {"atoms": [{"position_id": 661, "txt": "The baseline algorithm is unlikely to change but analysis and verification of hash quality is ongoing.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": " The algorithm and reference implementation are distributed under the MIT License.", "language": "english", "position": {"atoms": [{"position_id": 662, "txt": " The algorithm and reference implementation are distributed under the MIT License.", "x": "/html/body/div[1]/div[4]/div/main/turbo-frame/div/div/div/div/div[1]/react-partial/div/div/div[3]/div[2]/div/div[2]/article/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 37, "edu_l1_label": "IOS"}], "type": "WEB"}
# RotoHash: Checksum for High-Bandwidth Data ## Performance ## Quality ## Construction ## Status
a1a74175-6cb6-417f-89da-aa6bd7d33915
web
test/raw_web_htmls/a1a74175-6cb6-417f-89da-aa6bd7d33915.html
https://mp.weixin.qq.com/s/htx7yA_0O-8B0qTKIjITaw
{"entry_id": "a1a74175-6cb6-417f-89da-aa6bd7d33915", "infos": [{"txt": "如何编发政府信息公开工作年度报告", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "如何编发政府信息公开工作年度报告", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": " 如何编发政府信息公开工作年度报告 ", "language": "chinese", "position": {"atoms": [{"position_id": 303, "txt": "\n \n如何编发政府信息公开工作年度报告\n ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 1, "edu_l1_label": "BOT"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2VzOam3BCHMv4Ty891nn3sF.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 53, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2VzOam3BCHMv4Ty891nn3sF.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 39, "global_sentence_id": 2, "edu_l1_label": "EDU_O"}, {"txt": "年度报告是政府信息公开制度的重要内容，在多数国家的信息公开法中都有专门规定。", "language": "chinese", "position": {"atoms": [{"position_id": 305, "txt": "年度报告是政府信息公开制度的重要内容，在多数国家的信息公开法中都有专门规定。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 3, "edu_l1_label": "BOS"}, {"txt": "但从实际情况看，目前只有中国和美国在认真执行，相关数据具有一定价值。", "language": "chinese", "position": {"atoms": [{"position_id": 306, "txt": "但从实际情况看，目前只有中国和美国在认真执行，相关数据具有一定价值。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 4, "edu_l1_label": "IOS"}, {"txt": "其他国家执行情况一般，不少国家只坚持了几年就不再发布。", "language": "chinese", "position": {"atoms": [{"position_id": 307, "txt": "其他国家执行情况一般，不少国家只坚持了几年就不再发布。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 5, "edu_l1_label": "IOS"}, {"txt": "原因很清楚，这是一项很基础的系统工程，覆盖所有信息公开义务主体，从制度设计到制度执行难度极高。", "language": "chinese", "position": {"atoms": [{"position_id": 308, "txt": "原因很清楚，这是一项很基础的系统工程，覆盖所有信息公开义务主体，从制度设计到制度执行难度极高。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "我国的年度报告制度正式确立于2019年，是新修订的政府信息公开条例重要配套。", "language": "chinese", "position": {"atoms": [{"position_id": 310, "txt": "我国的年度报告制度正式确立于2019年，是新修订的政府信息公开条例重要配套。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "2021年9月26日，全国政府信息公开工作主管部门对2019年试行的年度报告格式作了修订，正式发布《中华人民共和国政府信息公开工作年度报告格式》。", "language": "chinese", "position": {"atoms": [{"position_id": 312, "txt": "2", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[2]"}, {"position_id": 314, "txt": "021", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[3]"}, {"position_id": 316, "txt": "年", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[4]"}, {"position_id": 318, "txt": "9", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[5]/span"}, {"position_id": 320, "txt": "月", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[6]"}, {"position_id": 322, "txt": "26", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[7]/span"}, {"position_id": 324, "txt": "日，全国政府信息公开工作主管部门对", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[8]"}, {"position_id": 326, "txt": "2019", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[9]/span"}, {"position_id": 328, "txt": "年试行的年度报告格式作了修订，正式发布《中华人民共和国政府信息公开工作年度报告格式》。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span[10]"}]}, "tags": [], 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{"txt": "政府信息公开工作年度报告，不是传统的政府信息公开工作年度总结，而是政府治理基础性数据的公开，是政府施政状况的客观记录，也是加强和改进政府施政的重要依据。", "language": "chinese", "position": {"atoms": [{"position_id": 335, "txt": "政府信息公开工作年度报告，不是传统的政府信息公开工作年度总结，而是政府治理基础性数据的公开，是政府施政状况的客观记录，也是加强和改进政府施政的重要依据。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "年度报告公布的基础性数据包括：", "language": "chinese", "position": {"atoms": [{"position_id": 337, "txt": "年度报告公布的基础性数据包括：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[7]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "国家制度（规章、行政规范性文件）底数，行政许可、行政处罚、行政强制的决定数量，行政事业性收费数额，政府信息公开申请办理及纠纷处理有关数据。", "language": "chinese", "position": {"atoms": [{"position_id": 338, "txt": "国家制度（规章、行政规范性文件）底数，行政许可、行政处罚、行政强制的决定数量，行政事业性收费数额，政府信息公开申请办理及纠纷处理有关数据。", "x": 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"例如，国家制度（规章、行政规范性文件）底数，包括每年制发多少文件、废止多少文件、现行有效多少文件，这些数据此前从来都不清楚，因此，一些相关判断乃至决策的依据就不太充分，有时候是在凭主观印象说话办事，存在一些脱离客观实际的说法和做法。", "language": "chinese", "position": {"atoms": [{"position_id": 341, "txt": "例如，国家制度（规章、行政规范性文件）底数，包括每年制发多少文件、废止多少文件、现行有效多少文件，这些数据此前从来都不清楚，因此，一些相关判断乃至决策的依据就不太充分，有时候是在凭主观印象说话办事，存在一些脱离客观实际的说法和做法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "再如，对于行政许可，一直以来有一个认识 ，认为行政许可是与营商环境对立的事物，行政许可多，就可能意味着营商环境差。", "language": "chinese", "position": {"atoms": [{"position_id": 343, "txt": "再如，对于行政许可，一直以来有一个认识 ，认为行政许可是与营商环境对立的事物，行政许可多，就可能意味着营商环境差。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "此前，行政许可决定数量无从获取，2020年开始，经由政府信息公开工作年度报告，可以获取各地区、各领域、各层级的行政许可数据，颗粒度精确到每一个行政机关的每一个许可决定。", "language": "chinese", "position": {"atoms": [{"position_id": 344, "txt": "此前，行政许可决定数量无从获取，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]/span/span[1]"}, {"position_id": 346, "txt": "2020", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]/span/span[2]/span"}, {"position_id": 348, "txt": "年开始，经由政府信息公开工作年度报告，可以获取各地区、各领域、各层级的行政许可数据，颗粒度精确到每一个行政机关的每一个许可决定。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "数年来的数据表明，行政许可决定数量与经济活跃度呈明显的正比关系，经济发展越好的地方，行政许可决定数量越多。", "language": "chinese", "position": {"atoms": [{"position_id": 349, "txt": "数年来的数据表明，行政许可决定数量与经济活跃度呈明显的正比关系，经济发展越好的地方，行政许可决定数量越多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": 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355, "txt": "社会各界特别是理论界也要转变认识、提高站位，更加善于运用政府信息公开工作年度报告披露的基础性数据搞研究、下判断、做决策，避免先入为主、主观臆断。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "基于新的认识站位，政府信息公开工作年度报告重点在数据，文字叙述部分可大幅简化。", "language": "chinese", "position": {"atoms": [{"position_id": 357, "txt": "基于新的认识站位，政府信息公开工作年度报告重点在数据，文字叙述部分可大幅简化。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "有关文件明确规定，总体情况叙述篇幅原则上不超过一千字。", "language": "chinese", "position": {"atoms": [{"position_id": 358, "txt": "有关文件明确规定，总体情况叙述篇幅原则上不超过一千字。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "<img 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"chinese", "position": {"atoms": [{"position_id": 381, "txt": "实践中存在这样一种情形，行政机关发出补正通知后，申请人将原申请内容重新提交一遍，或者仅作个别文字调整后重新提交。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "这种情况下，相关申请内容依然不明确，行政机关无法对其申请作出处理，实质上构成政府信息公开条例第三十条规定的“申请人无正当理由逾期不补正”。", "language": "chinese", "position": {"atoms": [{"position_id": 382, "txt": "这种情况下，相关申请内容依然不明确，行政机关无法对其申请作出处理，实质上构成政府信息公开条例第三十条规定的“申请人无正当理由逾期不补正”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "五是“要求行政机关确认或重新出具已获取信息”。", "language": "chinese", "position": {"atoms": [{"position_id": 384, "txt": "五是“要求行政机关确认或重新出具已获取信息”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "这一处理决定是指申请人在提交政府信息公开申请时，将所申请公开的政府信息一并提交，要求行政机关盖章确认，或者重新正式出具。", "language": "chinese", "position": {"atoms": [{"position_id": 385, "txt": "这一处理决定是指申请人在提交政府信息公开申请时，将所申请公开的政府信息一并提交，要求行政机关盖章确认，或者重新正式出具。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "实际处理中，行政机关可以根据申请人的实际情况酌情处理，如果确有正当需求，可以基于服务理念予以提供，如果该申请并非基于正当需求，行政机关可以依法拒绝。", "language": "chinese", "position": {"atoms": [{"position_id": 386, "txt": "实际处理中，行政机关可以根据申请人的实际情况酌情处理，如果确有正当需求，可以基于服务理念予以提供，如果该申请并非基于正当需求，行政机关可以依法拒绝。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "如果拒绝，相关数据填入此项。", "language": "chinese", "position": {"atoms": [{"position_id": 387, "txt": "如果拒绝，相关数据填入此项。", "x": 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"《中华人民共和国政府信息公开工作年度报告格式》的“本年度办理结果”，除“其他”外，列举了20种具体的处理决定类型。", "language": "chinese", "position": {"atoms": [{"position_id": 390, "txt": "《中华人民共和国政府信息公开工作年度报告格式》的“本年度办理结果”，除“其他”外，列举了", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[1]"}, {"position_id": 392, "txt": "20", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[2]/span"}, {"position_id": 394, "txt": "种具体的处理决定类型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "这实际上就是法定的政府信息公开申请处理决定类型。", "language": "chinese", "position": {"atoms": [{"position_id": 395, "txt": "这实际上就是法定的政府信息公开申请处理决定类型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "对于政府信息公开申请，行政机关原则上只能做出这20种处理决定，而不应在此之外再做其他处理决定。", "language": "chinese", "position": {"atoms": [{"position_id": 396, "txt": "对于政府信息公开申请，行政机关原则上只能做出这", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[3]"}, {"position_id": 398, "txt": "20", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[4]/span"}, {"position_id": 400, "txt": "种处理决定，而不应在此之外再做其他处理决定。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[5]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "统计表格中保留“其他”指标，主要是基于技术考虑，只在极少数特殊情况下使用。", "language": "chinese", "position": {"atoms": [{"position_id": 401, "txt": "统计表格中保留“其他”指标，主要是基于技术考虑，只在极少数特殊情况下使用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[5]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "这一指标数据偏高的，主管部门要跟进了解情况，如果存在工作不规范的，可予以纠正。", "language": "chinese", "position": {"atoms": [{"position_id": 402, "txt": "这一指标数据偏高的，主管部门要跟进了解情况，如果存在工作不规范的，可予以纠正。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span[5]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "七是行政复议、行政诉讼的“其他结果”。", "language": "chinese", "position": {"atoms": [{"position_id": 404, "txt": "七是行政复议、行政诉讼的“其他结果”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "所谓“其他结果”，是“结果维持”“结果纠正”之外的其他结果，正常情况下应当很少。", "language": "chinese", "position": {"atoms": [{"position_id": 405, "txt": "所谓“其他结果”，是“结果维持”“结果纠正”之外的其他结果，正常情况下应当很少。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "但从近几年数据看，这项数据偏高，可能存在本应填入“结果纠正”的数据被填入“其他结果”的现象，对此应当加以注意。", "language": "chinese", "position": {"atoms": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span[2]/span[1]/span/span"}, {"position_id": 416, "txt": "中国政府网 (www.gov.cn)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span[2]/span[2]/span/span"}, {"position_id": 418, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span[3]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "需要注意的是，政府信息公开工作年度报告集中统一发布，还一并解决此前长期存在的政府信息公开条例执行主体范围不明确的问题。", "language": "chinese", "position": {"atoms": [{"position_id": 420, "txt": "需要注意的是，政府信息公开工作年度报告集中统一发布，还一并解决此前长期存在的政府信息公开条例执行主体范围不明确的问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[33]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "政府信息公开工作年度报告公开名单，实际上就是政府信息公开条例执行主体清单。", "language": "chinese", "position": {"atoms": [{"position_id": 421, "txt": "政府信息公开工作年度报告公开名单，实际上就是政府信息公开条例执行主体清单。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[33]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "司法机关、行政复议机关，在立案环节拿不准时，可适当参考本级的集中统一公开名单。", "language": "chinese", "position": {"atoms": [{"position_id": 422, "txt": "司法机关、行政复议机关，在立案环节拿不准时，可适当参考本级的集中统一公开名单。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[33]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "下级政府信息公开工作主管部门拿不准时，可适当参考上级的集中统一公开名单。", "language": "chinese", "position": {"atoms": [{"position_id": 423, "txt": "下级政府信息公开工作主管部门拿不准时，可适当参考上级的集中统一公开名单。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[33]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/PQdFE1KHUU22Y7jTj4zCqIY.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 236, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/PQdFE1KHUU22Y7jTj4zCqIY.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[34]/span/span[1]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 74, "global_sentence_id": 70, "edu_l1_label": "EDU_O"}, {"txt": "四、强化成果运用", "language": "chinese", "position": {"atoms": [{"position_id": 425, "txt": "四、强化成果运用", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[35]/span/span[1]"}]}, "tags": [], "label": "title1", "web_segment_id": 75, "global_sentence_id": 71, "edu_l1_label": "BOS"}, {"txt": "政府信息公开工作年度报告，由每一个行政机关填写，逐级汇总，集中统一公开。", "language": "chinese", "position": {"atoms": [{"position_id": 427, "txt": "政府信息公开工作年度报告，由每一个行政机关填写，逐级汇总，集中统一公开。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[36]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "这样规范、精确的数据报送系统，在其他领域并不多见，相关数据的准确度、含金量很高，值得深入发掘，以发挥更大的作用。", "language": "chinese", "position": {"atoms": [{"position_id": 428, "txt": "这样规范、精确的数据报送系统，在其他领域并不多见，相关数据的准确度、含金量很高，值得深入发掘，以发挥更大的作用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[36]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "各级政府信息公开工作主管部门在按文件要求发布本区域、本系统汇总年度报告的同时，可以进一步开展数据分析，撰写相关研究报告，供相关决策参考。", "language": "chinese", "position": {"atoms": [{"position_id": 430, "txt": "各级政府信息公开工作主管部门在按文件要求发布本区域、本系统汇总年度报告的同时，可以进一步开展数据分析，撰写相关研究报告，供相关决策参考。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[37]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "理论界也可以更好挖掘运用政府信息公开工作年度报告系统提供的基础性数据，写出质量更高的论文，提出更加契合实际的政策建议。", "language": "chinese", "position": {"atoms": [{"position_id": 431, "txt": "理论界也可以更好挖掘运用政府信息公开工作年度报告系统提供的基础性数据，写出质量更高的论文，提出更加契合实际的政策建议。", 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# 如何编发政府信息公开工作年度报告 ## 一、提高认识站位 ## 二、正确理解指标 ## 三、集中统一发布 ## 四、强化成果运用
5855e1f2-454e-4f29-85c2-287150ff86d8
web
test/raw_web_htmls/5855e1f2-454e-4f29-85c2-287150ff86d8.html
https://mp.weixin.qq.com/s?__biz=MjM5MDI1NjI0Mw==&mid=2652278595&idx=1&sn=947387a1fbba3657cfc91e22ad5a169c&scene=0
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"保持居住环境清洁，防止啮齿动物和跳蚤滋生。", "language": "chinese", "position": {"atoms": [{"position_id": 819, "txt": "保持居住环境清洁，防止啮齿动物和跳蚤滋生。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[3]/li[3]/p[1]/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 94, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "健康监测。", "language": "chinese", "position": {"atoms": [{"position_id": 821, "txt": "健康监测。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[3]/li[4]/p/span[1]/strong"}]}, "tags": ["li", "strong"], "label": "content", "web_segment_id": 95, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "如果接触了土拨鼠并出现可疑症状，应立即前往最近的医疗机构就医并告知医生接触史。", "language": "chinese", "position": {"atoms": [{"position_id": 823, "txt": "如果接触了土拨鼠并出现可疑症状，应立即前往最近的医疗机构就医并告知医生接触史。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[3]/li[4]/p/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 95, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "鼠疫可防可治", "language": "chinese", "position": {"atoms": [{"position_id": 825, "txt": "鼠疫可防可治", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[50]/section/section/section/section[2]/section/section/section/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 96, "global_sentence_id": 78, "edu_l1_label": "BOS"}, {"txt": "外出旅游时尽量减少和土拨鼠接触，不去逗玩健康状况不明的土拨鼠，做好防蚤叮咬，通过使用驱避剂、减少躯体暴露，避免被蚤叮咬，不私自捕猎土拨鼠等野生动物。", "language": "chinese", "position": {"atoms": [{"position_id": 827, "txt": "外出旅游时尽量减少和土拨鼠接触，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[51]/span[1]/strong"}, {"position_id": 829, "txt": "不去逗玩健康状况不明的土拨鼠，做好防蚤叮咬，通过使用驱避剂、减少躯体暴露，避免被蚤叮咬，不私自捕猎土拨鼠等野生动物。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[51]/span[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 97, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "鼠疫是古老的细菌性传染病，临床上可以使用多种有效抗生素进行治疗。", "language": "chinese", "position": {"atoms": 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"web_segment_id": 112, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": "来源：", "language": "chinese", "position": {"atoms": [{"position_id": 859, "txt": "来源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[1]/section/section/section[2]/h2/section/section/section[2]/article/section/span[1]"}]}, "tags": ["h2"], "label": "source", "web_segment_id": 113, "global_sentence_id": 97, "edu_l1_label": "EDU_O"}, {"txt": "江西共青团综合整理自央视新闻、人民网、青春北京。", "language": "chinese", "position": {"atoms": [{"position_id": 860, "txt": "江西共青团综合整理自", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[1]/section/section/section[2]/h2/section/section/section[2]/article/section/span[1]"}, {"position_id": 862, "txt": "央视新闻、人民网、", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[1]/section/section/section[2]/h2/section/section/section[2]/article/section/span[1]/span"}, {"position_id": 864, "txt": "青春北京", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[1]/section/section/section[2]/h2/section/section/section[2]/article/section/span[1]/span/span"}, {"position_id": 866, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[1]/section/section/section[2]/h2/section/section/section[2]/article/section/span[1]/span"}]}, "tags": ["h2"], "label": "source", "web_segment_id": 113, "global_sentence_id": 98, "edu_l1_label": "EDU_O"}, {"txt": "你一定还想看", "language": "chinese", "position": {"atoms": [{"position_id": 868, "txt": "你一定还想看", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[2]/section/section/h2[2]/section/section/section/section[1]/section/span/strong"}]}, "tags": ["h2", "strong"], "label": "O", "web_segment_id": 114, "global_sentence_id": 99, "edu_l1_label": "EDU_O"}, {"txt": "编辑｜张文心", "language": "chinese", "position": {"atoms": [{"position_id": 870, "txt": "编辑｜张文心", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[2]/section/section/h2[3]/section/section/section/section/section/p/span"}]}, "tags": ["h2"], "label": "author", "web_segment_id": 115, "global_sentence_id": 100, "edu_l1_label": "EDU_O"}, {"txt": "校审｜早     早      审核｜绍     鹏", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "校审｜", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[2]/section/section/h1[1]/section/pre/article/span"}, {"position_id": 874, "txt": "早", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[2]/section/section/h1[1]/section/pre/article/span/span[1]"}, {"position_id": 876, "txt": "     早", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[2]/section/section/h1[1]/section/pre/article/span/span[2]"}, {"position_id": 878, "txt": "      审核｜绍", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[2]/section/section/h1[1]/section/pre/article/span/span[2]"}, {"position_id": 880, "txt": "     鹏", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[2]/section/section/h1[1]/section/pre/article/span/span[3]"}]}, "tags": ["h1"], "label": "author", "web_segment_id": 116, "global_sentence_id": 101, "edu_l1_label": "EDU_O"}, {"txt": "— 近在青年眼前 —", "language": "chinese", "position": {"atoms": [{"position_id": 882, "txt": "— 近在青年眼前 —", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/section[2]/section/section[2]/section/section/h1[2]/section/section/section/section/section/section/section/span"}]}, "tags": ["h1"], "label": "O", "web_segment_id": 117, "global_sentence_id": 102, "edu_l1_label": "EDU_O"}, {"txt": "<img 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"tags": ["h1", "strong"], "label": "O", "web_segment_id": 119, "global_sentence_id": 104, "edu_l1_label": "EDU_O"}, {"txt": " 江西共青团 ", "language": "chinese", "position": {"atoms": [{"position_id": 886, "txt": "\n 江西共青团 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "source", "web_segment_id": 137, "global_sentence_id": 105, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 再萌也不要碰！国家卫健委紧急提醒 ## 看完《哪吒2》女子网购土拨鼠当宠物 ## 国家卫健委紧急提醒：土拨鼠也传播鼠疫 ## 土拨鼠到底是什么“鼠”？ ## 土拨鼠是鼠疫杆菌的主要自然宿主 ## 鼠疫如何传播？ ## 感染鼠疫后有哪些症状？ ## 如何预防鼠疫？ ## 鼠疫可防可治
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https://mp.weixin.qq.com/s?__biz=MjM5NTAwMTI5Mg==&mid=2653078192&idx=1&sn=9667efe8f8538e6750516d247ecab2b7&scene=0
{"entry_id": "fb666d35-7ed9-4bf7-bc0e-2acd3450e41d", "infos": [{"txt": "轻薄本跑DeepSeek大模型谁更快？", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "轻薄本跑DeepSeek大模型谁更快？", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "AMD锐龙AI 9 HX 370对比英特尔酷睿Ultra 9 285H", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "AMD锐龙AI 9 HX 370对比英特尔酷睿Ultra 9 285H", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": " 轻薄本跑DeepSeek大模型谁更快？", "language": "chinese", "position": {"atoms": [{"position_id": 366, "txt": "\n \n轻薄本跑DeepSeek大模型谁更快？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "AMD锐龙AI 9 HX 370对比英特尔酷睿Ultra 9 285H ", "language": "chinese", "position": {"atoms": [{"position_id": 367, "txt": "AMD锐龙AI 9 HX 370对比英特尔酷睿Ultra 9 285H\n ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 3, "edu_l1_label": "BOT"}, {"txt": "今年以来，中国AI企业深度求索（DeepSeek）发布的开源大模型DeepSeek-R1火爆出圈，引发全球广泛关注。", "language": "chinese", "position": {"atoms": [{"position_id": 369, "txt": "今年以来，中国AI企业深度求索（DeepSeek）发布的开源大模型DeepSeek-R1火爆出圈，引发全球广泛关注。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 4, "edu_l1_label": "BOS"}, {"txt": "如今，几乎所有人都在谈论DeepSeek带来的震撼，而且现在各行各业的公司、政务服务系统以及科研机构和高校等单位，都在全面接入DeepSeek-R1大模型。", "language": "chinese", "position": {"atoms": [{"position_id": 370, "txt": "如今，几乎所有人都在谈论DeepSeek带来的震撼，而且现在各行各业的公司、政务服务系统以及科研机构和高校等单位，都在全面接入DeepSeek-R1大模型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 5, "edu_l1_label": "IOS"}, {"txt": "在这样的背景下，可能不少人也想在自己的笔记本上部署DeepSeek-R1系列大模型来感受它的魅力。", "language": "chinese", "position": {"atoms": [{"position_id": 371, "txt": "在这样的背景下，可能不少人也想在自己的笔记本上部署DeepSeek-R1系列大模型来感受它的魅力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "那么问题来了，如果用集显轻薄本来跑DeepSeek-R1系列大模型，目前市面上主流的笔记本平台，主要是AMD锐龙AI 300系列处理器和英特尔酷睿Ultra 200H系列处理器，在这两大平台上跑DeepSeek大模型，谁的运行速度更快呢？", "language": "chinese", "position": {"atoms": [{"position_id": 372, "txt": "那么问题来了，如果用集显轻薄本来跑DeepSeek-R1系列大模型，目前市面上主流的笔记本平台，主要是AMD锐龙AI 300系列处理器和英特尔酷睿Ultra 200H系列处理器，在这两大平台上跑DeepSeek大模型，谁的运行速度更快呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "DeepSeek-R1系列大模型介绍", "language": "chinese", "position": {"atoms": [{"position_id": 374, "txt": "DeepSeek-R1系列大模型介绍", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section/section/section/section[2]/section[1]/section/section/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 40, "global_sentence_id": 8, "edu_l1_label": "BOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "language": "chinese", "position": {"atoms": [{"position_id": 69, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section/section/section/section[2]/section[2]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 41, "global_sentence_id": 9, "edu_l1_label": "EDU_O"}, {"txt": "在测试开始之前，先简单介绍下DeepSeek-R1系列大模型。", "language": "chinese", "position": {"atoms": [{"position_id": 376, "txt": "在测试开始之前，先简单介绍下DeepSeek-R1系列大模型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "2025年1月20日，深度求索公司正式推出DeepSeek-R1大模型，它配备6710亿个参数（即671B），得益于其创新的MoE（混合专家）架构设计，它们能根据具体任务需求智能地激活相关参数。", "language": "chinese", "position": {"atoms": [{"position_id": 377, "txt": "2025年1月20日，深度求索公司正式推出DeepSeek-R1大模型，它配备6710亿个参数（即671B），得益于其创新的MoE（混合专家）架构设计，它们能根据具体任务需求智能地激活相关参数。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "在处理每个词元时，它们仅需激活约370亿参数（37B）就能实现高效精准的任务处理能力。", "language": "chinese", "position": {"atoms": [{"position_id": 378, "txt": "在处理每个词元时，它们仅需激活约370亿参数（37B）就能实现高效精准的任务处理能力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[2]/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3NK2uPSPAjZ3JdhkI4jeyO5.png", "language": "chinese", "position": {"atoms": [{"position_id": 73, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3NK2uPSPAjZ3JdhkI4jeyO5.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[3]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 43, "global_sentence_id": 13, "edu_l1_label": "EDU_O"}, {"txt": "此外，DeepSeek-R1的输入上下文长度是128K，能够一次性解析约6.5万汉字的长文本，而且DeepSeek-R1并不存在其他规模参数的版本，也就是说671B规模的DeepSeek-R1是真正的“满血版”。", "language": "chinese", "position": {"atoms": [{"position_id": 380, "txt": "此外，DeepSeek-R1的输入上下文长度是128K，能够一次性解析约6.5万汉字的长文本，而且DeepSeek-R1并不存在其他规模参数的版本，也就是说671B规模的DeepSeek-R1是真正的“满血版”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/FEC6U3BMF6l1kaYBT192MJD.png", "language": "chinese", "position": {"atoms": [{"position_id": 77, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/FEC6U3BMF6l1kaYBT192MJD.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[5]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 45, "global_sentence_id": 15, "edu_l1_label": "EDU_O"}, {"txt": "除了“满血版”，深度求索公司还通过DeepSeek-R1的输出“蒸馏”出六个小模型，这六个蒸馏小模型的名字都有DeepSeek-R1-Distill的前缀。", "language": "chinese", "position": {"atoms": [{"position_id": 382, "txt": "除了“满血版”，深度求索公司还通过DeepSeek-R1的输出“蒸馏”出六个小模型，这六个蒸馏小模型的名字都有DeepSeek-R1-Distill的前缀。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "所谓蒸馏，指的是知识蒸馏（Knowledge Distillation），它是AI领域的一项模型训练技术，该技术通过类似于“教师（DeepSeek-R1）－学生（Qwen2.5、Llama-3.1等开源模型）”的方式让规模较小、结构较为简单的AI模型从已经经过充足训练的大型、复杂模型身上学习其掌握的知识。", "language": "chinese", "position": {"atoms": [{"position_id": 383, "txt": "所谓蒸馏，指的是知识蒸馏（Knowledge Distillation），它是AI领域的一项模型训练技术，该技术通过类似于“教师（DeepSeek-R1）－学生（Qwen2.5、Llama-3.1等开源模型）”的方式让规模较小、结构较为简单的AI模型从已经经过充足训练的大型、复杂模型身上学习其掌握的知识。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/GQYZD2uWLMM2Wep8YIoNt2.png", "language": "chinese", "position": {"atoms": [{"position_id": 80, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/GQYZD2uWLMM2Wep8YIoNt2.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[7]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 47, "global_sentence_id": 18, "edu_l1_label": "EDU_O"}, {"txt": "深度求索公司通过DeepSeek-R1的输出基于Qwen2.5-Math、Qwen2.5、Llama-3.1和Llama-3.3等开源大模型蒸馏出六个小模型，它们分别是DeepSeek-R1-Distill-Qwen-1.5B、DeepSeek-R1-Distill-Qwen-7B、DeepSeek-R1-Distill-Llama-8B、DeepSeek-R1-Distill-Qwen-14B、DeepSeek-R1-Distill-Qwen-32B以及DeepSeek-R1-Distill-Llama-70B。", "language": "chinese", "position": {"atoms": [{"position_id": 385, "txt": "深度求索公司通过DeepSeek-R1的输出基于Qwen2.5-Math、Qwen2.5、Llama-3.1和Llama-3.3等开源大模型蒸馏出六个小模型，它们分别是DeepSeek-R1-Distill-Qwen-1.5B、DeepSeek-R1-Distill-Qwen-7B、DeepSeek-R1-Distill-Llama-8B、DeepSeek-R1-Distill-Qwen-14B、DeepSeek-R1-Distill-Qwen-32B以及DeepSeek-R1-Distill-Llama-70B。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "根据深度求索公司公布的数据，蒸馏的32B和70B模型在多项能力上实现了对标OpenAI o1-mini的效果。", "language": "chinese", "position": {"atoms": [{"position_id": 386, "txt": "根据深度求索公司公布的数据，蒸馏的32B和70B模型在多项能力上实现了对标OpenAI o1-mini的效果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "DeepSeek-R1和蒸馏出来的六个大模型都是开源的，每个人都可以下载部署，不过不同规模的大模型在部署时硬件的要求也不同，因为在本地部署大模型时对平台的内存容量和显存容量要求非常高，比如DeepSeek-R1的参数规模达到671B，经过Q4_K_M量化之后的模型文件也有404GB存储空间，也就是说它至少需要500GB以上的内存或者显存容量才能运行，这不是普通笔记本能应付的。", "language": "chinese", "position": {"atoms": [{"position_id": 388, "txt": "DeepSeek-R1和蒸馏出来的六个大模型都是开源的，每个人都可以下载部署，不过不同规模的大模型在部署时硬件的要求也不同，因为在本地部署大模型时对平台的内存容量和显存容量要求非常高，比如DeepSeek-R1的参数规模达到671B，经过Q4_K_M量化之后的模型文件也有404GB存储空间，也就是说它至少需要500GB以上的内存或者显存容量才能运行，这不是普通笔记本能应付的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[9]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "因此，更适合部署在笔记本平台的是那六个蒸馏出来的模型。", "language": "chinese", "position": {"atoms": [{"position_id": 390, "txt": "因此，更适合部署在笔记本平台的是那六个蒸馏出来的模型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "举个例子，使用主流的INT4量化方案，DeepSeek-R1-Distill-Qwen-32B的文件体积为20GB，至少需要24GB显存或者32GB内存才能运行；", "language": "chinese", "position": {"atoms": [{"position_id": 391, "txt": "举个例子，使用主流的INT4量化方案，DeepSeek-R1-Distill-Qwen-32B的文件体积为20GB，至少需要24GB显存或者32GB内存才能运行；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "DeepSeek-R1-Distill-Llama-70B的文件体积为42.52GB，至少需要64GB内存或者显存才能运行。", "language": "chinese", "position": {"atoms": [{"position_id": 392, "txt": "DeepSeek-R1-Distill-Llama-70B的文件体积为42.52GB，至少需要64GB内存或者显存才能运行。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "从这个角度来看，现在大多数轻薄本都配备32GB内存，所以我们可以尝试在这些轻薄本上部署32B及以下规模的DeepSeek-R1-Distill系列大模型。", "language": "chinese", "position": {"atoms": [{"position_id": 393, "txt": "从这个角度来看，现在大多数轻薄本都配备32GB内存，所以我们可以尝试在这些轻薄本上部署32B及以下规模的DeepSeek-R1-Distill系列大模型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3b3ENZ3RYrAl5fXFlFVLGk.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 86, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3b3ENZ3RYrAl5fXFlFVLGk.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[11]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 51, "global_sentence_id": 26, "edu_l1_label": "EDU_O"}, {"txt": "AMD官方给出的推荐显示，锐龙AI Max+ 395平台在特定条件下最高可运行DeepSeek-R1-Distill-Llama-70B大模型；", "language": "chinese", "position": {"atoms": [{"position_id": 395, "txt": "AMD官方给出的推荐显示，锐龙AI Max+ 395平台在特定条件下最高可运行DeepSeek-R1-Distill-Llama-70B大模型；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "锐龙AI 9 HX 370平台最高可运行DeepSeek-R1-Distill-Qwen-14B大模型；", "language": "chinese", "position": {"atoms": [{"position_id": 396, "txt": "锐龙AI 9 HX 370平台最高可运行DeepSeek-R1-Distill-Qwen-14B大模型；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "锐龙8040/锐龙7040平台最高可运行DeepSeek-R1-Distill-Llama-14B大模型。", "language": "chinese", "position": {"atoms": [{"position_id": 397, "txt": "锐龙8040/锐龙7040平台最高可运行DeepSeek-R1-Distill-Llama-14B大模型。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "测试平台介绍", "language": "chinese", "position": {"atoms": [{"position_id": 399, "txt": "测试平台介绍", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[2]/section/section/section/section[2]/section[1]/section/section[1]/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 53, "global_sentence_id": 30, "edu_l1_label": "BOS"}, {"txt": "AMD锐龙AI 9 HX 370 VS 英特尔酷睿Ultra 9 285H", "language": "chinese", "position": {"atoms": [{"position_id": 401, "txt": "AMD锐龙AI 9 HX 370 VS 英特尔酷睿Ultra 9 285H", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[2]/section/section/section/section[2]/section[1]/section/section[2]/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 54, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "language": "chinese", "position": {"atoms": [{"position_id": 106, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[2]/section/section/section/section[2]/section[2]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 55, "global_sentence_id": 32, "edu_l1_label": "EDU_O"}, {"txt": "看到这里，可能很多人都想知道自己的集显轻薄本到底适合部署DeepSeek-R1系列中的哪个大模型以及它们的速度如何。", "language": "chinese", "position": {"atoms": [{"position_id": 403, "txt": "看到这里，可能很多人都想知道自己的集显轻薄本到底适合部署DeepSeek-R1系列中的哪个大模型以及它们的速度如何。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "还有的读者可能想知道在本地跑DeepSeek-R1系列大模型时，AMD锐龙笔记本的速度快还是英特尔酷睿Ultra笔记本的速度快。", "language": "chinese", "position": {"atoms": [{"position_id": 404, "txt": "还有的读者可能想知道在本地跑DeepSeek-R1系列大模型时，AMD锐龙笔记本的速度快还是英特尔酷睿Ultra笔记本的速度快。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "别急，我们马上测给大家看。", "language": "chinese", "position": {"atoms": [{"position_id": 405, "txt": "别急，我们马上测给大家看。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "进入正式测试之前，我们先简单介绍本地对比测试的两大平台。", "language": "chinese", "position": {"atoms": [{"position_id": 407, "txt": "进入正式测试之前，我们先简单介绍本地对比测试的两大平台。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "AMD阵营选择的是一款搭载锐龙AI 9 HX 370处理器的超轻薄本，它配备32GB LPDDR5X 7500双通道内存、1TB PCIe 4.0 SSD，集显则是基于RDNA 3.5架构的Radeon 890M。", "language": "chinese", "position": {"atoms": [{"position_id": 408, "txt": "AMD阵营选择的是一款搭载锐龙AI 9 HX 370处理器的超轻薄本，它配备32GB LPDDR5X 7500双通道内存、1TB PCIe 4.0 SSD，集显则是基于RDNA 3.5架构的Radeon 890M。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "英特尔平台选择的是一款搭载酷睿Ultra 9 285H处理器的轻薄本，它配备32GB LPDDR5X 7500双通道内存、1TB PCIe 4.0 SSD，集显则是基于英特尔Xe+架构的锐炫Arc 140T。", "language": "chinese", "position": {"atoms": [{"position_id": 409, "txt": "英特尔平台选择的是一款搭载酷睿Ultra 9 285H处理器的轻薄本，它配备32GB LPDDR5X 7500双通道内存、1TB PCIe 4.0 SSD，集显则是基于英特尔Xe+架构的锐炫Arc 140T。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "其中锐龙AI 9 HX 370是AMD第三代AI PC处理器锐龙AI 300系列的旗舰，在售的采用这款处理器的笔记本产品非常多，比较有代表性。", "language": "chinese", "position": {"atoms": [{"position_id": 411, "txt": "其中锐龙AI 9 HX 370是AMD第三代AI PC处理器锐龙AI 300系列的旗舰，在售的采用这款处理器的笔记本产品非常多，比较有代表性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "而酷睿Ultra 9 285H也是英特尔第二代Ultra 产品中H-SKU的旗舰，在市面上高性能轻薄本中采用较广泛，也非常具代表性。", "language": "chinese", "position": {"atoms": [{"position_id": 412, "txt": "而酷睿Ultra 9 285H也是英特尔第二代Ultra 产品中H-SKU的旗舰，在市面上高性能轻薄本中采用较广泛，也非常具代表性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "我们就通过这两款典型处理器的表现，来测试分析AMD锐龙AI和英特尔酷睿Ultra在运行DeepSeek中的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 413, "txt": "我们就通过这两款典型处理器的表现，来测试分析AMD锐龙AI和英特尔酷睿Ultra在运行DeepSeek中的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1wwE1zxFfII2lofm75xHaP.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 112, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1wwE1zxFfII2lofm75xHaP.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[16]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 59, "global_sentence_id": 42, "edu_l1_label": "EDU_O"}, {"txt": "在运行大模型时，笔记本需要高效处理海量的并行计算，在并行计算这方面，因为显卡的并行计算能力强大，还支持丰富的专属API，显存的带宽也远大于内存带宽，能够降低延迟，提供更快的速度。", "language": "chinese", "position": {"atoms": [{"position_id": 415, "txt": "在运行大模型时，笔记本需要高效处理海量的并行计算，在并行计算这方面，因为显卡的并行计算能力强大，还支持丰富的专属API，显存的带宽也远大于内存带宽，能够降低延迟，提供更快的速度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "所以我们推荐大家在轻薄笔记本上部署DeepSeek-R1系列大模型时优先选择用显卡（集显）来驱动，以获得更好的使用体验。", "language": "chinese", "position": {"atoms": [{"position_id": 416, "txt": "所以我们推荐大家在轻薄笔记本上部署DeepSeek-R1系列大模型时优先选择用显卡（集显）来驱动，以获得更好的使用体验。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/BtDeF2eh0f81avOxo3azcZk.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 115, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/BtDeF2eh0f81avOxo3azcZk.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 61, "global_sentence_id": 45, "edu_l1_label": "EDU_O"}, {"txt": "正因如此，本次对比测试的关键是AMD和英特尔两大平台内置集显的比拼。", "language": "chinese", "position": {"atoms": [{"position_id": 418, "txt": "正因如此，本次对比测试的关键是AMD和英特尔两大平台内置集显的比拼。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "虽说处理器是整个平台的性能基石，但是在本地运行DeepSeek这样的大模型时，主要看其集显的并行性能。", "language": "chinese", "position": {"atoms": [{"position_id": 419, "txt": "虽说处理器是整个平台的性能基石，但是在本地运行DeepSeek这样的大模型时，主要看其集显的并行性能。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "AMD阵营的Radeon 890M显卡采用RDNA 3.5架构，配备1024个流处理器、16组计算单元，支持实时光追以及一系列AMD独有的智能技术，比如AMD Variable Graphics Memory AMD可变显存技术、AMD FSR技术等。", "language": "chinese", "position": {"atoms": [{"position_id": 420, "txt": "AMD阵营的Radeon 890M显卡采用RDNA 3.5架构，配备1024个流处理器、16组计算单元，支持实时光追以及一系列AMD独有的智能技术，比如AMD Variable Graphics Memory AMD可变显存技术、AMD FSR技术等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "英特尔阵营的锐炫Arc 140T显卡采用Xe+架构，配备128个流处理器、8个Xe核心，支持实时光追。", "language": "chinese", "position": {"atoms": [{"position_id": 421, "txt": "英特尔阵营的锐炫Arc 140T显卡采用Xe+架构，配备128个流处理器、8个Xe核心，支持实时光追。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "这两者都支持WindowsML、DirectML、ONNX RT以及WebGPU等AI推理框架。", "language": "chinese", "position": {"atoms": [{"position_id": 422, "txt": "这两者都支持WindowsML、DirectML、ONNX RT以及WebGPU等AI推理框架。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/43l0qhSfthh3CXKlU2v3XN7.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 119, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/43l0qhSfthh3CXKlU2v3XN7.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 63, "global_sentence_id": 51, "edu_l1_label": "EDU_O"}, {"txt": "从我们的烤机测试来看，用于对比的两台轻薄本都能实现30W左右的整机性能释放水平，从性能释放的角度来讲，这次对比的两个平台是对位的，测试结果更有参考价值。", "language": "chinese", "position": {"atoms": [{"position_id": 424, "txt": "从我们的烤机测试来看，用于对比的两台轻薄本都能实现30W左右的整机性能释放水平，从性能释放的角度来讲，这次对比的两个平台是对位的，测试结果更有参考价值。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "不过由于酷睿Ultra 9 285H处理器的基础功耗为45W，而且参测的英特尔轻薄本的性能释放策略比较激进，所以在烤机刚开始的十几秒里，整机功能甚至能飙升到45W以上。", "language": "chinese", "position": {"atoms": [{"position_id": 425, "txt": "不过由于酷睿Ultra 9 285H处理器的基础功耗为45W，而且参测的英特尔轻薄本的性能释放策略比较激进，所以在烤机刚开始的十几秒里，整机功能甚至能飙升到45W以上。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "而锐龙AI 9 HX 370机型是一款超轻薄本，机器非常轻薄，在处理器性能释放上偏保守一些，会始终保持在30W左右。", "language": "chinese", "position": {"atoms": [{"position_id": 426, "txt": "而锐龙AI 9 HX 370机型是一款超轻薄本，机器非常轻薄，在处理器性能释放上偏保守一些，会始终保持在30W左右。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "另外，因为不同的笔记本厂商对笔记本的性能调校有所不同，而且模具、笔记本厚度以及散热设计上的不同也会带来性能上的差异，所以笔记本测试可谓“千机千面”，本次测试仅代表这两款轻薄本自身的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 428, "txt": "另外，因为不同的笔记本厂商对笔记本的性能调校有所不同，而且模具、笔记本厚度以及散热设计上的不同也会带来性能上的差异，所以笔记本测试可谓“千机千面”，本次测试仅代表这两款轻薄本自身的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "理论性能对比", "language": "chinese", "position": {"atoms": [{"position_id": 430, "txt": "理论性能对比", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section/section/section[2]/section[1]/section/section[1]/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 66, "global_sentence_id": 56, "edu_l1_label": "BOS"}, {"txt": "UL Procyon AI Text Generation Benchmark", "language": "chinese", "position": {"atoms": [{"position_id": 432, "txt": "UL Procyon AI Text Generation Benchmark", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section/section/section[2]/section[1]/section/section[2]/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 67, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "language": "chinese", "position": {"atoms": [{"position_id": 141, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section/section/section[2]/section[2]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 68, "global_sentence_id": 58, "edu_l1_label": "EDU_O"}, {"txt": "相信大家对UL公司都不陌生，我们广泛使用的3DMark、PCMark软件都是UL公司的产品。", "language": "chinese", "position": {"atoms": [{"position_id": 434, "txt": "相信大家对UL公司都不陌生，我们广泛使用的3DMark、PCMark软件都是UL公司的产品。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "除了3DMark、PCMark，UL公司还推出了一款UL Procyon Benchmark测试套件，它专为工业、企业、政府、零售和媒体等专业用户而生，这个套件中内置一系列基准测试，包括我们之前测试过的“视频编辑”“照片编辑”“续航测试”等。", "language": "chinese", "position": {"atoms": [{"position_id": 435, "txt": "除了3DMark、PCMark，UL公司还推出了一款UL Procyon Benchmark测试套件，它专为工业、企业、政府、零售和媒体等专业用户而生，这个套件中内置一系列基准测试，包括我们之前测试过的“视频编辑”“照片编辑”“续航测试”等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3KusRp24b4PX2ghELd4qZn5p.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 145, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3KusRp24b4PX2ghELd4qZn5p.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 70, "global_sentence_id": 61, "edu_l1_label": "EDU_O"}, {"txt": "现在UL Procyon Benchmark测试套件中新增了对本地大模型的测试项目，它叫AI Text Generation Benchmark。", "language": "chinese", "position": {"atoms": [{"position_id": 437, "txt": "现在UL Procyon Benchmark测试套件中新增了对本地大模型的测试项目，它叫AI Text Generation Benchmark。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": 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"content", "web_segment_id": 71, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "尽管英特尔和AMD平台都有各自的AI推理框架，比如英特尔阵营的OpenVINO和AMD阵营的ROCm，不过为了更方便地对比，我们在本次统一使用跨平台的ONNX Runtime推理框架来测试，并在测试最后选择“平均OTS速度”（平均输出token的速度）作为对比的成绩。", "language": "chinese", "position": {"atoms": [{"position_id": 442, "txt": "尽管英特尔和AMD平台都有各自的AI推理框架，比如英特尔阵营的OpenVINO和AMD阵营的ROCm，不过为了更方便地对比，我们在本次统一使用跨平台的ONNX Runtime推理框架来测试，并在测试最后选择“平均OTS速度”（平均输出token的速度）作为对比的成绩。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/LFLtl4lyF2x33UVQs4nGU5b.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 150, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/LFLtl4lyF2x33UVQs4nGU5b.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 73, "global_sentence_id": 67, "edu_l1_label": "EDU_O"}, {"txt": "从整体的测试成绩来看，AMD锐龙AI 9 HX 370轻薄本和英特尔酷睿Ultra 9 285H轻薄本都能流畅地在本地运行包括Phi-3.5-mini-instruct、Mistral-7B、Llama-3.1-8B以及Llama-2-13B在内的主流大模型，而且输出token的速度都很快，它们运行最大参数规模的LLama-2-13B的平均OTS速度都在7 tokens/s以上。", "language": "chinese", "position": {"atoms": [{"position_id": 444, "txt": "从整体的测试成绩来看，AMD锐龙AI 9 HX 370轻薄本和英特尔酷睿Ultra 9 285H轻薄本都能流畅地在本地运行包括Phi-3.5-mini-instruct、Mistral-7B、Llama-3.1-8B以及Llama-2-13B在内的主流大模型，而且输出token的速度都很快，它们运行最大参数规模的LLama-2-13B的平均OTS速度都在7 tokens/s以上。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "不过按平台来看的话，我们会看到AMD锐龙AI 9 HX 370轻薄本在以上四个大模型测试中的平均OTS速度都明显领先于英特尔酷睿Ultra 9 285H轻薄本。", "language": "chinese", "position": {"atoms": [{"position_id": 446, "txt": "不过按平台来看的话，我们会看到AMD锐龙AI 9 HX 370轻薄本在以上四个大模型测试中的平均OTS速度都明显领先于英特尔酷睿Ultra 9 285H轻薄本。", "x": 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"content", "web_segment_id": 75, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "在Llama-3.1-8B测试中，AMD锐龙AI 9 HX 370轻薄本的平均token输出速度达到12.15 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约11.3%。", "language": "chinese", "position": {"atoms": [{"position_id": 450, "txt": "在Llama-3.1-8B测试中，AMD锐龙AI 9 HX 370轻薄本的平均token输出速度达到12.15 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约11.3%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "即便是运行13B规模的Llama-2-13B大模型，AMD锐龙AI 9 HX 370轻薄本的平均token输出速度也能达到7.92 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约6.3%。", "language": "chinese", "position": {"atoms": [{"position_id": 451, "txt": "即便是运行13B规模的Llama-2-13B大模型，AMD锐龙AI 9 HX 370轻薄本的平均token输出速度也能达到7.92 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约6.3%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "在这项测试中，AMD和英特尔平台都采用系统默认的集显显存分配方式，即我们不做任何修改。", "language": "chinese", "position": {"atoms": [{"position_id": 453, "txt": "在这项测试中，AMD和英特尔平台都采用系统默认的集显显存分配方式，即我们不做任何修改。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "由于两个平台都采用32GB LPDDR5X 7500双通道内存，所以它们能运行最大13B的Llama-2-13B模型，而且7 tokens/s左右的平均输出速度也能基本满足多数人日常使用的需求。", "language": "chinese", "position": {"atoms": [{"position_id": 454, "txt": "由于两个平台都采用32GB LPDDR5X 7500双通道内存，所以它们能运行最大13B的Llama-2-13B模型，而且7 tokens/s左右的平均输出速度也能基本满足多数人日常使用的需求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "可以看到，在大模型理论性能测试中，AMD锐龙AI 9 HX 370平台的速度全面领先英特尔酷睿Ultra 9 285H平台，最大领先幅度达到30.7%。", "language": "chinese", "position": {"atoms": [{"position_id": 455, "txt": "可以看到，在大模型理论性能测试中，AMD锐龙AI 9 HX 370平台的速度全面领先英特尔酷睿Ultra 9 285H平台，最大领先幅度达到30.7%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "更快的token输出速度就意味着更高的效率，谁也不想在使用大模型的过程中慢吞吞地等半天吧！", "language": "chinese", "position": {"atoms": [{"position_id": 456, "txt": "更快的token输出速度就意味着更高的效率，谁也不想在使用大模型的过程中慢吞吞地等半天吧！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "DeepSeek-R1系列大模型实测对比", "language": "chinese", "position": {"atoms": [{"position_id": 458, "txt": "DeepSeek-R1系列大模型实测对比", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[4]/section/section/section/section[2]/section[1]/section/section[1]/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 78, "global_sentence_id": 78, "edu_l1_label": "BOS"}, {"txt": "llama-bench", "language": 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[{"position_id": 462, "txt": "以上通过基准测试考察了AMD锐龙AI 9 HX 370平台和英特尔酷睿Ultra 9 285H平台在本地运行主流大模型的性能。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "接下来我们通过llama.cpp在笔记本本地部署DeepSeek-R1系列大模型，并通过llama.cpp内置的llama-bench来实际测试这两大平台实际运行DeepSeek-R1系列大模型的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 463, "txt": "接下来我们通过llama.cpp在笔记本本地部署DeepSeek-R1系列大模型，并通过llama.cpp内置的llama-bench来实际测试这两大平台实际运行DeepSeek-R1系列大模型的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/46N81IhvDsC2GZMaUXCPw1.png", "language": "chinese", "position": {"atoms": [{"position_id": 177, "txt": "<img 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Studio等工具，它们主要用于在笔记本本地部署大模型，这些AI工具使用的底层核心推理框架就是llama.cpp。", "language": "chinese", "position": {"atoms": [{"position_id": 467, "txt": "你可能听过Ollama、LM Studio等工具，它们主要用于在笔记本本地部署大模型，这些AI工具使用的底层核心推理框架就是llama.cpp。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[34]/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2prCaG1Xy3751AxrAu2qo2Lq.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 182, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2prCaG1Xy3751AxrAu2qo2Lq.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[35]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 84, "global_sentence_id": 87, "edu_l1_label": "EDU_O"}, {"txt": "从测试成绩来看，在DeepSeek-R1-Distill-Qwen-1.5B模型中，AMD锐龙AI 9 HX 370轻薄本生成token的速度达到43.17 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约8.1%。", "language": 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"global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "AMD可变显存技术", "language": "chinese", "position": {"atoms": [{"position_id": 483, "txt": "AMD可变显存技术", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/section/section[2]/section[1]/section/section[1]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 90, "global_sentence_id": 99, "edu_l1_label": "BOS"}, {"txt": "游戏改变者", "language": "chinese", "position": {"atoms": [{"position_id": 485, "txt": "游戏改变者", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/section/section[2]/section[1]/section/section[2]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 91, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "language": "chinese", "position": {"atoms": [{"position_id": 208, "txt": "<img 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890M显卡支持众多的AMD智能技术，其中AMD可变显存技术值得详细介绍，它是AMD专属的智能技术之一，可以为显存扩容，对我们在本地部署大模型很有帮助。", "language": "chinese", "position": {"atoms": [{"position_id": 489, "txt": "我们在前文提到Radeon 890M显卡支持众多的AMD智能技术，其中AMD可变显存技术值得详细介绍，它是AMD专属的智能技术之一，可以为显存扩容，对我们在本地部署大模型很有帮助。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[41]/span"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3jHoJx4B1Liw1PYGzP42sUCO.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 212, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3jHoJx4B1Liw1PYGzP42sUCO.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[42]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 94, "global_sentence_id": 105, "edu_l1_label": "EDU_O"}, {"txt": "▲AMD锐龙AI 9 HX 370处理器内置的集显默认显存为512MB", "language": "chinese", "position": {"atoms": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/AbzkpoIZge46LhmQ23naWX.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 220, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/AbzkpoIZge46LhmQ23naWX.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[47]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 99, "global_sentence_id": 111, "edu_l1_label": "EDU_O"}, {"txt": "在游戏当中，通过AMD可变显存技术给显存分配更多空间之后，意味着笔记本平台的显卡显存更大，那么那些需要占用大量显存的游戏就能真正运行起来，不会出现“爆显存”的问题，比如AMD官方举的例子——《漫威银河护卫队》在锐龙AI 9 HX 370默认的显存配置下无法运行，分配更多显存之后才能运行。", "language": "chinese", "position": {"atoms": [{"position_id": 498, "txt": "在游戏当中，通过AMD可变显存技术给显存分配更多空间之后，意味着笔记本平台的显卡显存更大，那么那些需要占用大量显存的游戏就能真正运行起来，不会出现“爆显存”的问题，比如AMD官方举的例子——《漫威银河护卫队》在锐龙AI 9 HX 370默认的显存配置下无法运行，分配更多显存之后才能运行。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "显存的增加也会提升笔记本运行游戏的帧率，AMD公布的数据显示在锐龙AI 9 HX 370平台，分配更多显存之后，该平台运行《孤岛惊魂6》的帧率会从55fps提升到78fps，提升幅度达到41.8%。", "language": "chinese", "position": {"atoms": [{"position_id": 499, "txt": "显存的增加也会提升笔记本运行游戏的帧率，AMD公布的数据显示在锐龙AI 9 HX 370平台，分配更多显存之后，该平台运行《孤岛惊魂6》的帧率会从55fps提升到78fps，提升幅度达到41.8%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "那么这对运行大模型来说有什么帮助呢？", "language": "chinese", "position": {"atoms": [{"position_id": 501, "txt": "那么这对运行大模型来说有什么帮助呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "前文我们提到运行大模型需要大量的并行计算，显卡更适合做这个工作。", "language": "chinese", "position": {"atoms": [{"position_id": 502, "txt": "前文我们提到运行大模型需要大量的并行计算，显卡更适合做这个工作。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "我们将16GB系统内存的空间分配给显卡之后，显卡就具备了16GB专用显存，可以用于加载大模型，比如14B及以下规格的DeepSeek-R1-Distill系列模型经过量化之后，都能加载到16GB的显存中，这样一来，系统在运行大模型时的推理速度就更快。", "language": "chinese", "position": {"atoms": [{"position_id": 503, "txt": "我们将16GB系统内存的空间分配给显卡之后，显卡就具备了16GB专用显存，可以用于加载大模型，比如14B及以下规格的DeepSeek-R1-Distill系列模型经过量化之后，都能加载到16GB的显存中，这样一来，系统在运行大模型时的推理速度就更快。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "尽管这依然是通过系统内存分配过去的，无法改变内存在物理层面的客观事实，但是通过BIOS和Windows系统对分配容量的锁定，多出来的显存对提升显卡的图形性能以及加载大模型的速度有非常大帮助。", "language": "chinese", "position": {"atoms": [{"position_id": 504, "txt": "尽管这依然是通过系统内存分配过去的，无法改变内存在物理层面的客观事实，但是通过BIOS和Windows系统对分配容量的锁定，多出来的显存对提升显卡的图形性能以及加载大模型的速度有非常大帮助。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "更重要的是，这是AMD专属，英特尔阵营中的绝大多数轻薄本都没有类似功能。", "language": "chinese", "position": {"atoms": [{"position_id": 505, "txt": "更重要的是，这是AMD专属，英特尔阵营中的绝大多数轻薄本都没有类似功能。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/24JkiB2VZFCa1x8Fi22Ca3tb.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 224, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/24JkiB2VZFCa1x8Fi22Ca3tb.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 102, "global_sentence_id": 119, "edu_l1_label": "EDU_O"}, {"txt": "为本次测试的AMD锐龙AI 9 HX 370轻薄本分配16GB显存之后，我们再通过UL Procyon AI Text Generation Benchmark来看看两个平台运行四个主流大模型的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 507, "txt": "为本次测试的AMD锐龙AI 9 HX 370轻薄本分配16GB显存之后，我们再通过UL Procyon AI Text Generation Benchmark来看看两个平台运行四个主流大模型的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "从测试成绩可以看到，显存提升之后，AMD锐龙AI 9 HX 370轻薄本运行主流大模型的平均OTS速度得到“质”的飞跃，它在Phi-3.5-mini-instruct中的平均OTS速度达到27.55 tokens/s，大幅度领先英特尔酷睿Ultra 9 285H轻薄本，领先幅度达到夸张的59.3%。", "language": "chinese", "position": {"atoms": [{"position_id": 508, "txt": "从测试成绩可以看到，显存提升之后，AMD锐龙AI 9 HX 370轻薄本运行主流大模型的平均OTS速度得到“质”的飞跃，它在Phi-3.5-mini-instruct中的平均OTS速度达到27.55 tokens/s，大幅度领先英特尔酷睿Ultra 9 285H轻薄本，领先幅度达到夸张的59.3%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "在Mistral-7B和Llama-3.1-8B模型测试中，AMD锐龙AI 9 HX 370轻薄本的平均OTS速度分别达到17.6 tokens/s、15.27 tokens/s，这样的表现分别领先英特尔酷睿Ultra 9 285H轻薄本大约34.5%和39.8%。", "language": "chinese", "position": {"atoms": [{"position_id": 510, "txt": "在Mistral-7B和Llama-3.1-8B模型测试中，AMD锐龙AI 9 HX 370轻薄本的平均OTS速度分别达到17.6 tokens/s、15.27 tokens/s，这样的表现分别领先英特尔酷睿Ultra 9 285H轻薄本大约34.5%和39.8%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[52]"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "对于LLama-2-13B这种更大规模的模型，AMD锐龙AI 9 HX 370轻薄本在分配16GB显存之后的平均OTS提升到9.57 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约28.4%。", "language": "chinese", "position": {"atoms": [{"position_id": 511, "txt": "对于LLama-2-13B这种更大规模的模型，AMD锐龙AI 9 HX 370轻薄本在分配16GB显存之后的平均OTS提升到9.57 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约28.4%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[52]"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1bHTtyXkR6F1ialIg4hJ9W1.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 228, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1bHTtyXkR6F1ialIg4hJ9W1.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[53]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 105, "global_sentence_id": 124, "edu_l1_label": "EDU_O"}, {"txt": "理论测试之后，我们同样通过llama-bench来实测两个平台运行DeepSeek-R1系列大模型的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 513, "txt": "理论测试之后，我们同样通过llama-bench来实测两个平台运行DeepSeek-R1系列大模型的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "可以看出，拥有16GB的专用显存之后的AMD锐龙AI 9 HX 370轻薄本，在所有的模型中都有了明显提升，并全部领先英特尔酷睿Ultra 9 285H平台。", "language": "chinese", "position": {"atoms": [{"position_id": 514, "txt": "可以看出，拥有16GB的专用显存之后的AMD锐龙AI 9 HX 370轻薄本，在所有的模型中都有了明显提升，并全部领先英特尔酷睿Ultra 9 285H平台。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "比如在DeepSeek-R1-Distill-Qwen-14B模型中，AMD锐龙AI 9 HX 370轻薄本得益于显存的扩大，它的生成速度达到了7.96 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约13.9%。", "language": "chinese", "position": {"atoms": [{"position_id": 515, "txt": "比如在DeepSeek-R1-Distill-Qwen-14B模型中，AMD锐龙AI 9 HX 370轻薄本得益于显存的扩大，它的生成速度达到了7.96 tokens/s，领先英特尔酷睿Ultra 9 285H轻薄本大约13.9%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "需要特别说明的是，由于DeepSeek-R1-Distill-Qwen-32B模型经过Q4_K_M量化之后的体积仍然接近20GB，AMD锐龙AI 9 HX 370轻薄本的显存就算扩增到16GB也无法完全容纳，而将显存扩展到24GB之后，系统内存仅剩8GB，此时会无法加载32B大模型，因此它在运行DeepSeek-R1-Distill-Qwen-32B模型的过程中和英特尔酷睿Ultra 9 285H轻薄本一样都是由GPU和CPU一起协作来完成推理的，不过AMD锐龙AI 9 HX 370轻薄本的显存更多，所以它在推理速度上也有一定的优势。", "language": "chinese", "position": {"atoms": [{"position_id": 517, "txt": "需要特别说明的是，由于DeepSeek-R1-Distill-Qwen-32B模型经过Q4_K_M量化之后的体积仍然接近20GB，AMD锐龙AI 9 HX 370轻薄本的显存就算扩增到16GB也无法完全容纳，而将显存扩展到24GB之后，系统内存仅剩8GB，此时会无法加载32B大模型，因此它在运行DeepSeek-R1-Distill-Qwen-32B模型的过程中和英特尔酷睿Ultra 9 285H轻薄本一样都是由GPU和CPU一起协作来完成推理的，不过AMD锐龙AI 9 HX 370轻薄本的显存更多，所以它在推理速度上也有一定的优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "可见，提升笔记本系统的内存以及显卡专用显存容量，是可以显著提升本地运行大模型速度的重要途径。", "language": "chinese", "position": {"atoms": [{"position_id": 518, "txt": "可见，提升笔记本系统的内存以及显卡专用显存容量，是可以显著提升本地运行大模型速度的重要途径。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "接下来，我们在LM Studio中看看AMD锐龙AI 9 HX 370轻薄本（16GB显存）和英特尔酷睿Ultra 9 285H轻薄本在实际使用大模型过程中的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 520, "txt": "接下来，我们在LM Studio中看看AMD锐龙AI 9 HX 370轻薄本（16GB显存）和英特尔酷睿Ultra 9 285H轻薄本在实际使用大模型过程中的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "LM Studio一个可以在本地部署多种大模型的工具，它支持Vulkan驱动。", "language": "chinese", "position": {"atoms": [{"position_id": 521, "txt": "LM Studio一个可以在本地部署多种大模型的工具，它支持Vulkan驱动。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "LM Studio并不是专业的测试工具，它只是一个大模型应用体验工具，我们在这里主要通过它来实际使用DeepSeek-R1系列大模型，并通过几个大多数用户会用到的场景（文本创作、数学解题、翻译）来考察两个平台的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 522, "txt": "LM Studio并不是专业的测试工具，它只是一个大模型应用体验工具，我们在这里主要通过它来实际使用DeepSeek-R1系列大模型，并通过几个大多数用户会用到的场景（文本创作、数学解题、翻译）来考察两个平台的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/420F3C3sK3JS16DBli42vxP7.png", "language": "chinese", "position": {"atoms": [{"position_id": 233, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/420F3C3sK3JS16DBli42vxP7.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[57]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 109, "global_sentence_id": 133, "edu_l1_label": "EDU_O"}, {"txt": "需要注意的是，由于DeepSeek-R1系列大模型支持思维链，每次提问它都会自行思考，而且在LM Studio软件中我们也无法通过设置随机种子（Seed）、温度（Temperature）等方式来固定大模型的回复内容，所以在这里我们会连续问三遍同一个问题，取输出token的平均速度作为测试成绩。", "language": "chinese", "position": {"atoms": [{"position_id": 524, "txt": "需要注意的是，由于DeepSeek-R1系列大模型支持思维链，每次提问它都会自行思考，而且在LM Studio软件中我们也无法通过设置随机种子（Seed）、温度（Temperature）等方式来固定大模型的回复内容，所以在这里我们会连续问三遍同一个问题，取输出token的平均速度作为测试成绩。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 110, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "因为所提问题的不同以及回答内容token的不同，这里的LM Studio大模型测试结果仅供大家参考。", "language": "chinese", "position": {"atoms": [{"position_id": 525, "txt": "因为所提问题的不同以及回答内容token的不同，这里的LM Studio大模型测试结果仅供大家参考。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 110, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "·诗歌创作", "language": "chinese", "position": {"atoms": [{"position_id": 527, "txt": "·诗歌创作", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]/span/strong"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 111, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "提示词：", "language": "chinese", "position": {"atoms": [{"position_id": 529, "txt": "提示词：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[60]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 112, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "“模仿李白的风格写一首七律.飞机”（DeepSeek官方提示词）", "language": "chinese", "position": {"atoms": [{"position_id": 530, "txt": "“模仿李白的风格写一首七律.飞机”（DeepSeek官方提示词）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[60]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 112, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1N471e225Wp32NGDEZ4oYgnm.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 241, "txt": 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[], "label": "content", "web_segment_id": 122, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "“将以下这段话翻译为中文：", "language": "chinese", "position": {"atoms": [{"position_id": 553, "txt": "“将以下这段话翻译为中文：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[71]"}]}, "tags": [], "label": "content", "web_segment_id": 123, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "Night gathers, and now my watch begins.", "language": "chinese", "position": {"atoms": [{"position_id": 555, "txt": "Night gathers, and now my watch begins.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": " It shall not end until my death.", "language": "chinese", "position": {"atoms": [{"position_id": 556, "txt": " It shall not end until my death.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 156, "edu_l1_label": "EDU_O"}, {"txt": " I shall take no wife, hold no lands, father no children.", "language": "chinese", "position": {"atoms": [{"position_id": 557, "txt": " I shall take no wife, hold no lands, father no children.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 157, "edu_l1_label": "EDU_O"}, {"txt": " I shall wear no crowns and win no glory.", "language": "chinese", "position": {"atoms": [{"position_id": 558, "txt": " I shall wear no crowns and win no glory.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 158, "edu_l1_label": "EDU_O"}, {"txt": " I shall live and die at my post.”", "language": "chinese", "position": {"atoms": [{"position_id": 559, "txt": " I shall live and die at my post.”", "x": 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{"txt": "在翻译环节，英特尔酷睿Ultra 9 285H轻薄本全面落败，它在DeepSeek-R1-Distill-Qwen-1.5B中落后AMD锐龙AI 9 HX 370轻薄本大约6.3%。", "language": "chinese", "position": {"atoms": [{"position_id": 562, "txt": "在翻译环节，英特尔酷睿Ultra 9 285H轻薄本全面落败，它在DeepSeek-R1-Distill-Qwen-1.5B中落后AMD锐龙AI 9 HX 370轻薄本大约6.3%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[74]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "在DeepSeek-R1-Distill-Qwen-32B模型中，AMD锐龙AI 9 HX 370轻薄本的平均生成速度达到3.47 tokens/s，而英特尔酷睿Ultra 9 285H轻薄本的平均生成速度仅2.84 tokens/s，落后锐龙平台约22.2%。", "language": "chinese", "position": {"atoms": [{"position_id": 563, "txt": "在DeepSeek-R1-Distill-Qwen-32B模型中，AMD锐龙AI 9 HX 370轻薄本的平均生成速度达到3.47 tokens/s，而英特尔酷睿Ultra 9 285H轻薄本的平均生成速度仅2.84 tokens/s，落后锐龙平台约22.2%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[74]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "从以上各项测试可以看到，AMD可变显存技术是一项可以大幅度显著提升本地AI大模型性能的“黑科技”，它在本地大模型遍地开花的时代能为用户带来立竿见影的实质性的帮助。", "language": "chinese", "position": {"atoms": [{"position_id": 565, "txt": "从以上各项测试可以看到，AMD可变显存技术是一项可以大幅度显著提升本地AI大模型性能的“黑科技”，它在本地大模型遍地开花的时代能为用户带来立竿见影的实质性的帮助。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "对于AMD锐龙AI 9 HX 370轻薄本而言，借助AMD可变显存技术将更多内存空间分配给显卡之后，对比英特尔酷睿Ultra 9 285H轻薄本，它在运行本地大模型时能够取得高达59.34%的性能提升，非常明显和实用。", "language": "chinese", "position": {"atoms": [{"position_id": 566, "txt": "对于AMD锐龙AI 9 HX 370轻薄本而言，借助AMD可变显存技术将更多内存空间分配给显卡之后，对比英特尔酷睿Ultra 9 285H轻薄本，它在运行本地大模型时能够取得高达59.34%的性能提升，非常明显和实用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "还有一点需要特别强调的是，本文为了测试的可比性，两款轻薄本都使用了32GB的内存。", "language": "chinese", "position": {"atoms": [{"position_id": 568, "txt": "还有一点需要特别强调的是，本文为了测试的可比性，两款轻薄本都使用了32GB的内存。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[76]"}]}, "tags": [], "label": "content", "web_segment_id": 128, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "试想一下，如果给AMD锐龙AI 9 HX 370轻薄本加装更大容量的内容，并分配更多专属的显存给集显使用，来运行和测试上面的大模型的话，AMD锐龙AI 9 HX 370轻薄本的优势应该还会有非常大的提升，因为AMD可变显存技术理论上可以最高给显卡分配高达96GB的显存使用，这也是我们在前面提到的，AMD锐龙AI Max+ 395平台笔记本甚至可以在特定条件下最高可运行DeepSeek-R1-Distill-Llama-70B大模型！", "language": "chinese", "position": {"atoms": [{"position_id": 569, "txt": "试想一下，如果给AMD锐龙AI 9 HX 370轻薄本加装更大容量的内容，并分配更多专属的显存给集显使用，来运行和测试上面的大模型的话，AMD锐龙AI 9 HX 370轻薄本的优势应该还会有非常大的提升，因为AMD可变显存技术理论上可以最高给显卡分配高达96GB的显存使用，这也是我们在前面提到的，AMD锐龙AI Max+ 395平台笔记本甚至可以在特定条件下最高可运行DeepSeek-R1-Distill-Llama-70B大模型！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[76]"}]}, "tags": [], "label": "content", "web_segment_id": 128, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "总结", "language": "chinese", "position": {"atoms": [{"position_id": 571, "txt": "总结", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/section/section[2]/section[1]/section/section/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 129, "global_sentence_id": 168, "edu_l1_label": "BOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "language": "chinese", "position": {"atoms": [{"position_id": 278, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eSVk81iJhfd2xeHTC1nv2ZA.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/section/section[2]/section[2]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 130, "global_sentence_id": 169, "edu_l1_label": "EDU_O"}, {"txt": "此次我们通过两款配置典型的AMD锐龙AI 9 HX 370轻薄本和英特尔酷睿Ultra 9 285H轻薄本，对两大平台运行爆火的DeepSeek本地大模型的表现进行了深度测试和体验，从理论到实战，从主流大模型到五个DeepSeek-R1-Distill蒸馏模型，我们都做了详细测试。", "language": "chinese", "position": {"atoms": [{"position_id": 573, "txt": "此次我们通过两款配置典型的AMD锐龙AI 9 HX 370轻薄本和英特尔酷睿Ultra 9 285H轻薄本，对两大平台运行爆火的DeepSeek本地大模型的表现进行了深度测试和体验，从理论到实战，从主流大模型到五个DeepSeek-R1-Distill蒸馏模型，我们都做了详细测试。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]/span"}]}, "tags": [], "label": "content", "web_segment_id": 131, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1jS8JM4Cm8SS1tB8p940QXp9.png", "language": "chinese", "position": {"atoms": [{"position_id": 282, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1jS8JM4Cm8SS1tB8p940QXp9.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[78]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 132, "global_sentence_id": 171, "edu_l1_label": "EDU_O"}, {"txt": "从测试结果来看，在系统默认、不手动分配集显显存容量的情况下，AMD锐龙AI 9 HX 370轻薄本在多数测试中表现出了优势。", "language": "chinese", "position": {"atoms": [{"position_id": 575, "txt": "从测试结果来看，在系统默认、不手动分配集显显存容量的情况下，AMD锐龙AI 9 HX 370轻薄本在多数测试中表现出了优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "在大模型理论性能测试中，AMD锐龙AI 9 HX 370轻薄本全面领先英特尔酷睿Ultra 9 285H轻薄本，最高领先幅度达到30.7%。", "language": "chinese", "position": {"atoms": [{"position_id": 577, "txt": "在大模型理论性能测试中，AMD锐龙AI 9 HX 370轻薄本全面领先英特尔酷睿Ultra 9 285H轻薄本，最高领先幅度达到30.7%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "在DeepSeek-R1-Distill蒸馏模型实测中，英特尔酷睿Ultra 9 285H轻薄本在一些项目中取得轻微优势，比如在DeepSeek-R1-Distill-Qwen-14B、DeepSeek-R1-Distill-Qwen-32B中领先，但生成token的速度比较低，实际应用意义不大，尤其是32B的模型中。", "language": "chinese", "position": {"atoms": [{"position_id": 579, "txt": "在DeepSeek-R1-Distill蒸馏模型实测中，英特尔酷睿Ultra 9 285H轻薄本在一些项目中取得轻微优势，比如在DeepSeek-R1-Distill-Qwen-14B、DeepSeek-R1-Distill-Qwen-32B中领先，但生成token的速度比较低，实际应用意义不大，尤其是32B的模型中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "AMD锐龙AI 9 HX 370轻薄本则在DeepSeek-R1-Distill-1.5B、7B和8B蒸馏模型中的表现出显著优势，最高领先幅度达到16.7%。", "language": "chinese", "position": {"atoms": [{"position_id": 581, "txt": "AMD锐龙AI 9 HX 370轻薄本则在DeepSeek-R1-Distill-1.5B、7B和8B蒸馏模型中的表现出显著优势，最高领先幅度达到16.7%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span[5]"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "而在开启AMD平台专属的“黑科技”AMD可变显存技术之后，通过分配16GB的专用显存给Radeon 890M集显，AMD锐龙AI 9 HX 370轻薄本的理论性能和大模型实测性能都有了非常明显的提升，性能表现全面领先英特尔酷睿Ultra 9 285H轻薄本，在大模型理论测试中取得高达59.34%的领先优势；", "language": "chinese", "position": {"atoms": [{"position_id": 583, "txt": "而在开启AMD平台专属的“黑科技”AMD可变显存技术之后，通过分配16GB的专用显存给Radeon 890M集显，AMD锐龙AI 9 HX 370轻薄本的理论性能和大模型实测性能都有了非常明显的提升，性能表现全面领先英特尔酷睿Ultra 9 285H轻薄本，在大模型理论测试中取得高达59.34%的领先优势；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[80]"}]}, "tags": [], "label": "content", "web_segment_id": 134, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "在DeepSeek-R1-Distill蒸馏模型实测中拥有高达46.25%的优势；", "language": "chinese", "position": {"atoms": [{"position_id": 584, "txt": "在DeepSeek-R1-Distill蒸馏模型实测中拥有高达46.25%的优势；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[80]"}]}, "tags": [], "label": "content", "web_segment_id": 134, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "在LM Studio大模型场景体验中也有大约22.18%的领先优势。", "language": "chinese", "position": {"atoms": [{"position_id": 585, "txt": "在LM Studio大模型场景体验中也有大约22.18%的领先优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[80]"}]}, "tags": [], "label": "content", "web_segment_id": 134, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/VhowB35Ds372QoIUu2kR0U9.png", "language": "chinese", "position": {"atoms": [{"position_id": 291, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/VhowB35Ds372QoIUu2kR0U9.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[81]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 135, "global_sentence_id": 179, "edu_l1_label": "EDU_O"}, {"txt": "站在用户的角度来看，在AI大模型应用日益火爆的今天，AMD平台专属的“黑科技”可变显存技术可谓是提升AI性能的秘密武器，好用还免费，即使是给笔记本加装更高容量的内存条也不贵，但通过在AMD Software Adrenalin Edition软件中灵活地调整系统内存与显存容量分配，却可以立竿见影地大幅提升AI大模型的运行性能，甚至让笔记本有脱胎换骨的表现，在大模型时代为用户带来了实质性的帮助，我们的测试也非常明确地证明了这点。", "language": "chinese", "position": {"atoms": [{"position_id": 587, "txt": "站在用户的角度来看，在AI大模型应用日益火爆的今天，AMD平台专属的“黑科技”可变显存技术可谓是提升AI性能的秘密武器，好用还免费，即使是给笔记本加装更高容量的内存条也不贵，但通过在AMD Software Adrenalin Edition软件中灵活地调整系统内存与显存容量分配，却可以立竿见影地大幅提升AI大模型的运行性能，甚至让笔记本有脱胎换骨的表现，在大模型时代为用户带来了实质性的帮助，我们的测试也非常明确地证明了这点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[82]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "这里要友情提醒的是，在轻薄本本地部署大模型非常依赖大容量的内存和性能更高的集显，建议选择32GB及以上内存的配置，这样方能更好地“战未来”。", "language": "chinese", "position": {"atoms": [{"position_id": 588, "txt": "这里要友情提醒的是，在轻薄本本地部署大模型非常依赖大容量的内存和性能更高的集显，建议选择32GB及以上内存的配置，这样方能更好地“战未来”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[82]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "综上，无论你是打算部署最近火热的DeepSeek大模型来尝鲜，还是想要真正将AI用在日常工作中，相对于英特尔酷睿Ultra 200H系列处理器而言，AMD锐龙AI 300系列处理器以及最新的锐龙AI Max系列处理器也许都是更好的选择，毕竟AMD锐龙AI历代处理器本来在AI性能中就拥有优势，AMD阵营还有像AMD可变显存技术这样的多项“黑科技”能够起到事半功倍的加持效果。", "language": "chinese", "position": {"atoms": [{"position_id": 590, "txt": "综上，无论你是打算部署最近火热的DeepSeek大模型来尝鲜，还是想要真正将AI用在日常工作中，相对于英特尔酷睿Ultra 200H系列处理器而言，AMD锐龙AI 300系列处理器以及最新的锐龙AI Max系列处理器也许都是更好的选择，毕竟AMD锐龙AI历代处理器本来在AI性能中就拥有优势，AMD阵营还有像AMD可变显存技术这样的多项“黑科技”能够起到事半功倍的加持效果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[83]/span"}]}, "tags": [], "label": "content", "web_segment_id": 137, "global_sentence_id": 182, "edu_l1_label": "BOS"}, {"txt": "友情提示", "language": "chinese", "position": {"atoms": [{"position_id": 592, "txt": "友情提示", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section[2]/strong/span"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 138, "global_sentence_id": 183, "edu_l1_label": "EDU_O"}, {"txt": "MCer请注意，由于微信公众号调整了推荐机制，如果你发现最近很难刷到Microcomputer（微型计算机）公众账号推送的文章，但是又不想错过微机的精彩评测内容，可以动动小手指把Microcomputer设置成星标公众账号哦！", "language": "chinese", "position": {"atoms": [{"position_id": 594, "txt": "MCer请注意，由于微信公众号调整了推荐机制，如果你发现最近很难刷到Microcomputer（微型计算机）公众账号推送的文章，但是又不想错过微机的精彩评测内容，可以动动小手指", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[8]/section/section/p[1]/span[1]"}, {"position_id": 596, "txt": 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# 轻薄本跑DeepSeek大模型谁更快？AMD锐龙AI 9 HX 370对比英特尔酷睿Ultra 9 285H ## DeepSeek-R1系列大模型介绍 ## 测试平台介绍 AMD锐龙AI 9 HX 370 VS 英特尔酷睿Ultra 9 285H ## 理论性能对比 UL Procyon AI Text Generation Benchmark ## DeepSeek-R1系列大模型实测对比 llama-bench ## AMD可变显存技术 游戏改变者 ### ·诗歌创作 ### ·数学计算 ### ·翻译 ## 总结
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[1650, 1275], "position_id": 0, "bbox": [[0.084, 0.104, 0.174, 0.116]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 4, "global_sentence_id": 3, "edu_l1_label": "EDU_O"}, {"txt": "春节错月叠加油价走高，CPI超预期上行", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 100000, "bbox": [[0.165, 0.148, 0.852, 0.172]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 5, "global_sentence_id": 4, "edu_l1_label": "BOT"}, {"txt": "-2025年1月通胀数据点评", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 100000, "bbox": [[0.321, 0.186, 0.697, 0.198]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 6, "global_sentence_id": 5, "edu_l1_label": "BOT"}, {"txt": "点评", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 200000, "bbox": [[0.085, 0.237, 0.12, 0.248]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 7, "global_sentence_id": 6, "edu_l1_label": "BOS"}, {"txt": "·CPI同比超预期扩大，非食品价格强于季节性。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.088, 0.263, 0.437, 0.272]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "同比来看，2025年1月，春节效应推动服务和食品价格上涨，叠加春节错位影响，CPI同比较上月走扩0.4个百分点至0.5%，超过市场一致预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.437, 0.263, 0.651, 0.273], [0.112, 0.279, 0.652, 0.288], [0.11, 0.296, 0.383, 0.306]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "其中，1月食品价格同比由下降0.5％转为上涨0.4%，非食品价格同比涨幅扩大0.3个百分点至0.5%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.383, 0.296, 0.648, 0.305], [0.112, 0.312, 0.563, 0.322]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "环比来看，1月CPI环比由上月持平转为上涨0.7%，环比增速略高于近十年以来同期平均上涨0.68％的水平，较季节性表现偏强。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.563, 0.312, 0.642, 0.323], [0.11, 0.33, 0.65, 0.338], [0.11, 0.346, 0.409, 0.355]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "其中，食品价格环比由下降0.6％转为上涨1.3%，仍低于过去十年同期表现（平均环比约2.19%)，非食品价格环比涨幅扩大0.5个百分点至0.6%，高于过去十年同期表现（平均环比约0.29%)，非食品价格走势强于季节性。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.409, 0.346, 0.65, 0.355], [0.11, 0.362, 0.648, 0.371], [0.11, 0.379, 0.649, 0.389], [0.108, 0.396, 0.375, 0.405]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "1月，核心CPI同比涨幅扩大0.2个百分点至0.6%，环比涨幅也扩大0.3个百分点至0.5%，核心CPI环比增速也高于近十年以来同期平均上涨约0.3％的水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.375, 0.396, 0.648, 0.405], [0.111, 0.412, 0.649, 0.422], [0.111, 0.43, 0.416, 0.44]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "·春节错位叠加气温下降，菜猪价格同比均走扩。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.088, 0.455, 0.437, 0.465]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "同比来看，1月食品细项中除了粮食、食用油、奶、和酒价格同比下降外，其余食品细项价格同比均上涨。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.437, 0.455, 0.65, 0.465], [0.112, 0.473, 0.646, 0.482]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "其中，受寒潮天气以及局部雨雪天气影响，蔬菜产量有所下降，鲜菜价格同比涨幅扩大1.9个百分点至2.4%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.11, 0.488, 0.649, 0.498], [0.11, 0.505, 0.339, 0.514]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "由于春节需求旺季临近，且今年春节时点靠前，猪肉价格同比上涨13.8%，涨幅扩大1.3个百分点；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.339, 0.505, 0.649, 0.515], [0.11, 0.522, 0.502, 0.531]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "春节备货需求增多，鲜果价格同比由下降3％转为上涨0.6％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.502, 0.522, 0.643, 0.532], [0.111, 0.539, 0.391, 0.548]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "环比来看，除了鲜菜、畜肉类、水产品和鲜果价格环比上涨，卷烟价格环比持平外，其余类别价格环比均走低。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.391, 0.539, 0.65, 0.549], [0.112, 0.555, 0.626, 0.564]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "其中，春节因素叠加气温下降影响，鲜菜、鲜果和水产品价格分别环比上涨5.9％、3.3％和2.7%，猪肉价格也从环比下降2.1％转为上涨1％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.626, 0.555, 0.651, 0.564], [0.111, 0.572, 0.65, 0.582], [0.108, 0.588, 0.515, 0.598]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "1月份节假日旺季虽对猪价有所提振，但猪价总体价格涨幅不大，主要因供给充裕叠加需求表现一般，1月猪价在月初短暂上涨后震荡下行，月底受春节影响再度抬升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.515, 0.588, 0.648, 0.598], [0.111, 0.604, 0.649, 0.614], [0.111, 0.625, 0.614, 0.631]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "截至2025年2月8日，高频数据显示2月初28种重点监测蔬菜、鸡蛋平均批发价同比由上涨转为下降，猪肉平均批发价同比涨幅收敛，7种重点监测水果平均批发价同比涨幅扩大；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.614, 0.625, 0.649, 0.631], [0.108, 0.639, 0.651, 0.649], [0.11, 0.655, 0.65, 0.665], [0.111, 0.672, 0.261, 0.681]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "28种重点监测蔬菜、7种重点监测水果平均批发价环比涨幅扩大，猪肉平均批发价环比由下降转为上涨。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.261, 0.672, 0.65, 0.681], [0.11, 0.689, 0.453, 0.698]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "2025年2月，随着春节效应逐渐消退，蔬菜、猪肉等价格或将有所回落，叠加春节错位的影响，去年同期基数相对较高，食品CPI同比或短暂走低。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 400000, "bbox": [[0.453, 0.689, 0.65, 0.699], [0.11, 0.705, 0.649, 0.715], [0.109, 0.722, 0.427, 0.732]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "·服务价格同比涨幅扩大，汽油价格同比降幅收敛。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.088, 0.748, 0.454, 0.757]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "1月，非食品中消费品价格同比由下降0.2％转为上涨0.1%，工业消费品价格下降0.2%，其中汽油价格降幅由上月的4.0％收窄为0.6%，节日效应下，服务价格上涨1.1%，涨幅扩大0.6个百分点。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.454, 0.748, 0.65, 0.757], [0.111, 0.763, 0.649, 0.773], [0.111, 0.78, 0.647, 0.789], [0.111, 0.797, 0.228, 0.807]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "其中，七大类价格同比五涨两降，生活用品及服务和交通通信价格同比增速下降，其余类别同比增速均有所上涨。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.228, 0.797, 0.649, 0.807], [0.112, 0.814, 0.481, 0.824]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "1月由于国际油价上行，汽油价格走高，交通工具用燃料价格同比降幅收敛3.4个百分点至-0.6%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.481, 0.814, 0.648, 0.824], [0.11, 0.829, 0.625, 0.839]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "受春节错月影响，旅游出行、观影及家庭服务价格上涨，飞机票和旅游价格同比分别上涨8.9％和7.0%，电影及演出票、家政服务和美发价格同比分别上涨11.0％、6.9％和5.8％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.625, 0.829, 0.649, 0.84], [0.111, 0.847, 0.649, 0.856], [0.111, 0.864, 0.649, 0.873], [0.111, 0.88, 0.267, 0.89]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "七大类价格环比四涨两平一降，除衣着价格环比下降，居住、医疗保健价格环比持平外，其余类别价格不同程度环比上升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.267, 0.88, 0.65, 0.89], [0.11, 0.897, 0.581, 0.906]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 29, "edu_l1_label": 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{"txt": "2．中国AI新势力崛起，特朗普关税大棒挥舞（2025-02-05）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1700000, "bbox": [[0.679, 0.463, 0.924, 0.47], [0.702, 0.477, 0.818, 0.485]]}]}, "tags": ["text"], "label": "reference", "web_segment_id": 22, "global_sentence_id": 50, "edu_l1_label": "EDU_O"}, {"txt": "3．季节性叠加需求前置，景气度表现偏弱--1月PMI数据点评（2025-01-27）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.679, 0.493, 0.927, 0.501], [0.7, 0.511, 0.93, 0.517]]}]}, "tags": ["text"], "label": "reference", "web_segment_id": 23, "global_sentence_id": 51, "edu_l1_label": "EDU_O"}, {"txt": "4．中长期资金将入市，特朗普关税一波三折（2025-01-24）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1900000, "bbox": [[0.679, 0.525, 0.926, 0.532], [0.702, 0.539, 0.809, 0.549]]}]}, "tags": ["text"], "label": "reference", "web_segment_id": 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# 春节错月叠加油价走高，CPI超预期上行-2025年1月通胀数据点评 ## 点评 ### ·CPI同比超预期扩大，非食品价格强于季节性。 ### ·春节错位叠加气温下降，菜猪价格同比均走扩。 ### ·服务价格同比涨幅扩大，汽油价格同比降幅收敛。 ### ·PPI同比保持平稳，生产、生活资料价格走势分化。 ### ·基数影响下2月CPI同比或边际回落，PPI同比降幅或收敛。 ### ·风险提示：政策落地节奏不及预期，国际大宗商品价格波动超预期。
5d9c9a96-e2e7-4946-8109-7d4e14258666
web
test/raw_web_htmls/5d9c9a96-e2e7-4946-8109-7d4e14258666.html
https://mp.weixin.qq.com/s?__biz=MzIxNzU1NTQwNQ==&mid=2247693613&idx=1&sn=44e4a79bfef25e1160e83dd613cbb328&chksm=9604aaa058672c37e17bcb1ba71e74dea18f57ad63f0292ddf3323ef59f79852b21e2f921fde
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"<img https://mmbiz.qpic.cn/mmbiz_png/QFoLZf9dncvFuiaAgAde1nGN2uaEShv50biaBOQ550Gg6X8wpySkkzuiaPlc3K6qpaeRePz07O76GeHPZGf3Eu7tQ/640?wx_fmt=png&from=appmsg", "language": "chinese", "position": {"atoms": [{"position_id": 306, "txt": "<img https://mmbiz.qpic.cn/mmbiz_png/QFoLZf9dncvFuiaAgAde1nGN2uaEShv50biaBOQ550Gg6X8wpySkkzuiaPlc3K6qpaeRePz07O76GeHPZGf3Eu7tQ/640?wx_fmt=png&from=appmsg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[54]/img"}]}, "tags": ["img"], "label": "O", "web_segment_id": 114, "global_sentence_id": 133, "edu_l1_label": "EDU_O"}, {"txt": "©新闻联播", "language": "chinese", "position": {"atoms": [{"position_id": 627, "txt": "©新闻联播", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[55]/strong/span"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 115, "global_sentence_id": 134, "edu_l1_label": "EDU_O"}, {"txt": " 新闻联播 ", "language": "chinese", "position": {"atoms": [{"position_id": 629, "txt": "\n 新闻联播 ", "x": 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# 创新纪录！总台2025年春晚奏响和美乐章
cf4412ed-5e5b-4149-88d6-35af646c1754
web
test/raw_web_htmls/cf4412ed-5e5b-4149-88d6-35af646c1754.html
https://longform.asmartbear.com/never-compete-on-price/
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Of course it can be an excellent strategy to have the lowest prices.", "language": "english", "position": {"atoms": [{"position_id": 352, "txt": "Well, no. Of ", "x": "/html/body/div[1]/div[4]/article/div[2]/p[12]"}, {"position_id": 354, "txt": "course", "x": "/html/body/div[1]/div[4]/article/div[2]/p[12]/em"}, {"position_id": 356, "txt": " it can be an excellent strategy to have the lowest prices.", "x": "/html/body/div[1]/div[4]/article/div[2]/p[12]/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 15, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "There are many examples of wonderful companies, with amazing products and happy customers, and even happy shareholders, with profits, growth, and longevity, where “low prices” is a critical strategic component.", "language": "english", "position": {"atoms": [{"position_id": 358, "txt": "There are many examples of wonderful companies, with amazing products and happy customers, and even happy shareholders, with profits, growth, and longevity, where “low prices” is a critical strategic component.", "x": "/html/body/div[1]/div[4]/article/div[2]/p[13]"}]}, "tags": [], 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a competitor is extracting profit from some product, Amazon will sell the product cheaper, which either means stealing market share (if that competitor stubbornly maintains its price) or destroying the competitor’s profit (if that competitor matches Amazon’s price).", "language": "english", "position": {"atoms": [{"position_id": 363, "txt": " While a competitor is extracting profit from some product, Amazon will sell the product cheaper, which either means stealing market share (if that competitor stubbornly maintains its price) or destroying the competitor’s profit (if that competitor matches Amazon’s price).", "x": "/html/body/div[1]/div[4]/article/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 17, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "But why doesn’t this run into the problems we just outlined?", "language": "english", "position": {"atoms": [{"position_id": 365, "txt": "But why doesn’t this run into the problems we just outlined?", "x": 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# Sometimes never compete on price ## Low price as a complete strategy ### Costco ### Southwest Airlines ### Vanguard Funds ### IKEA ## Low-cost strategies don’t always require significant financing
18d6c156-522c-40d5-8563-f429a734ba8c
web
test/raw_web_htmls/18d6c156-522c-40d5-8563-f429a734ba8c.html
https://taylorpearson.me/bookreview/tempo/
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This simple view is not wrong, it is just limited to simple situations that fit one or more of your existing mental models very well.", "language": "english", "position": {"atoms": [{"position_id": 1436, "txt": " This simple view is not wrong, it is just limited to simple situations that fit one or more of your existing mental models very well.", "x": "/html/body/div/div[1]/div/main/article/div/ul/li[47]/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 120, "global_sentence_id": 354, "edu_l1_label": "IOS"}, {"txt": " In complex situations, planning based on such models is merely a training exercise to sample the space of possible worlds, get a sense of the complexities involved, and calibrate your responses appropriately.", "language": "english", "position": {"atoms": [{"position_id": 1437, "txt": " In complex situations, planning based on such models is merely a training exercise to sample the space of possible worlds, get a sense of the complexities involved, and 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begin with one stable state (“Once upon a time…", "language": "english", "position": {"atoms": [{"position_id": 1452, "txt": "The simplest pattern that satisfies this constraint is the rise-fall structure of simple stories, such as fairy tales, which begin with one stable state (“Once upon a time…", "x": "/html/body/div/div[1]/div/main/article/div/ul/li[49]/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 123, "global_sentence_id": 365, "edu_l1_label": "IOS"}, {"txt": " “), proceed through a climax, and recede to a different stable state (“…", "language": "english", "position": {"atoms": [{"position_id": 1453, "txt": " “), proceed through a climax, and recede to a different stable state (“…", "x": "/html/body/div/div[1]/div/main/article/div/ul/li[49]/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 123, "global_sentence_id": 366, "edu_l1_label": "IOS"}, {"txt": " happily ever after”), where something has changed (the prince and princess are united, for 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https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2Qj2sq17TdT4imIaZ4sdxex.png", "language": "english", "position": {"atoms": [{"position_id": 601, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2Qj2sq17TdT4imIaZ4sdxex.png", "x": "/html/body/div/div[1]/div/main/article/div/ul/li[49]/ul/li/img"}]}, "tags": ["img", "li"], "label": "figure", "web_segment_id": 124, "global_sentence_id": 377, "edu_l1_label": "IOS"}, {"txt": "The Double Freytag triangle represents a tractable level of complexity.", "language": "english", "position": {"atoms": [{"position_id": 1468, "txt": "The Double Freytag triangle represents a tractable level of complexity.", "x": "/html/body/div/div[1]/div/main/article/div/ul/li[50]/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 125, "global_sentence_id": 378, "edu_l1_label": "IOS"}, {"txt": " It is neither as simple as the basic Freytag triangle nor as arbitrarily complex as models of individual deep stories can get (which need only begin and end with a liminal passage).", "language": "english", "position": {"atoms": [{"position_id": 1469, "txt": " It is neither as simple as the basic Freytag triangle nor as arbitrarily complex as models of individual deep stories can get (which need only begin and end with a liminal passage).", "x": "/html/body/div/div[1]/div/main/article/div/ul/li[50]/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 125, "global_sentence_id": 379, "edu_l1_label": "IOS"}, {"txt": " The Double Freytag Triangle We will adopt the Double Freytag triangle as our canonical example of the structure of a deep story.", "language": "english", "position": {"atoms": [{"position_id": 1470, "txt": " The Double Freytag Triangle We will adopt the Double Freytag triangle as our canonical example of the structure of a deep story.", "x": "/html/body/div/div[1]/div/main/article/div/ul/li[50]/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 125, 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# Tempo: timing, tactics and strategy in narrative-driven decision-making Summary ## Summary ## My Highlights and Notes ### Momentum accumulates and degrades constantly during the dozens of micro-decisions we make every minute. ### At 30 miles per hour, we are exposed to about 1,320 “items of information” per minute. ### If you learn to consciously manage tempo, however, you will be able to achieve the miracle of staying ahead of the fast-paced world, while slowing down. ### For bigger, more consequential decisions, we will adopt a framework based on synthesis, design, metaphor, and storytelling, rather than selection among predefined options. ### I define tempo as the set of characteristic rhythms of decision-making in the subjective life of an individual or organization, colored by associated patterns of emotion and energy. ### This represents a pinnacle of artistry where your mind is in what I like to call the clockless clock state.† Keep this phrase in mind because we will glimpse more of the clockless clock in domains such as stand-up comedy and improvisational theater. ### The most basic decision-making skill is adapting to the tempo of your environment and setting your own pace within it. ### Emotion results when you force yourself, or some part of the environment, to operate at a faster or slower tempo than it likes. ### Dealing with any rhythmic process, such as a regularly scheduled meeting, or a daily work-life routine, involves similar dynamics. ### The workplace has its own base rhythms. ### Suppose you have some new information about a competitor that you need to share. How do you proceed? ### Pace-setting is the art of harmoniously driving the natural tempo of your environment away from its current state and towards your preferred state – slower or faster – in non-disruptive ways. ### Your calendar – and I mean here the actual grid of dates and times you see in something like Microsoft Outlook – as a canvas for artistry. ### Momentum, a basic property of mental models that helps us conceptualize a great deal about decision-making. ### Mine: ### A mental model is a dynamic, unstable, and partially coherent set of beliefs, desires, and intentions held together by narratives that weave through the current realities, possible histories, and possible futures of a situation. ### Michael Bratman in his classic: Intention, Plans and Practical Reason. ### This choice of primitives isn’t arbitrary; it turns out you can derive good accounts of nearly everything else involved in decision-making, such as planning and policies, from beliefs, desires, and intentions. ### Beliefs create or constrain possibilities, desires lead to preferences among them, and intentions represent commitments to specific courses of action. ### How might the emotional quality of the future and past affect the tempo of the present? ### As with Newton’s laws, to change momentum, you need forces. ### A lot of this momentum is tied to the one common feature of all your experiences: you. ### Your most stable beliefs, the ones that actually modulate your behavior, aren’t about life purposes; they are about momentum management. You are more likely to switch religions than to switch from an impatient to a patient temperament. ### I am most attracted to Archilocus’ approach: relating archetypes to animal symbols. ### Every universe of archetypes emphasizes some aspects of human behavior at the expense of others. ### But to build even simple unique models of others, you need data about their characteristic patterns of behavior. ### Mimicking someone right in front of them is a must if you want to actually validate that you are observing a valid pattern. ### Narratives, especially cradle-to-grave life narratives, are powerful, unavoidable, and dangerous tools. ### Brief interludes, known as liminal passages, between the waning of one important life story and the waxing of another. ### Our modern ideas of decision-making derive from the ideas of Clausewitz’s contemporary, Antoine-Henri Jomini. ### Narrative rationality is the ability to think, make decisions, and act in ways that make sense with respect to the most compelling and elegant story that you can improvise about a developing enactment. ### The simplest pattern that satisfies this constraint is the rise-fall structure of simple stories, such as fairy tales, which begin with one stable state (“Once upon a time… “), proceed through a climax, and recede to a different stable state (“… happily ever after”), where something has changed (the prince and princess are united, for instance). ### In narrative rationality, the cheap trick is a more fundamental mental event than goal setting. ### This is why the “most compelling and elegant story” is the guiding heuristic in narrative-rational decision-making. ### “All models are wrong, some models are useful.” ### As writers like to remark, books are never finished, they are merely abandoned. ### From the point of view of decision-making, the future and the past differ primarily in that the future is more disorderly and complicated. ### What happens when you view your life as a string of deep stories, with each successive liminal passage being, on average, a little higher than the previous one? ### As you accumulate transformative experiences, your doctrine starts to occupy increasing amounts of room in your head, limiting the capacity for open-ended thinking. ### The game keeps getting more complicated, and there are always more different ways to play. ### Learning helps us increase our store of usable information and lower risk. ### How can you act meaningfully when you don’t know much about the situation, and do not have relevant, well-developed mental models? ### Yerkes-Dodson law. ### Humans are most comfortable in complex but legible environments. ### A conceptual metaphor is a systematic structuring of meaning in one domain in terms of our understanding of another domain. ### Universal tactics combine to form basic fragments of enactments which we will call decision patterns, which are analogous to sentences. These in turn combine to form complete enactments. ### Generating deliberative behavior requires computing with mental models. ### Experts, characteristically, can skip quickly to correct answers without exhaustively exploring a complex decision tree of formal contingency plans. ### The keys to opportunism are unconscious recognition of a situation from one enactment while being absorbed in another, and the ability to artistically organize your enactments according to interval logic (the skill we encountered in Chapter 2). ### The central idea in OODA is a generalization of Butterfly-Bee: to simply operate at a higher tempo than your opponent. ### If we are more modest in our aspirations, the vocabulary of narrative rationality allows us to craft a pair of simple but cryptic and non-prescriptive definitions. ### Decision-making is ultimately about constantly looking for the next cheap trick in ongoing enactments, scripted in constantly shifting tactical vocabularies. ### Definitions are unfalsifiable constructs. The success of a new definition ultimately rests on the accuracy with which it manages to label an intuitive and useful, but unarticulated concept. ### In other words, I hope to help you develop a sensibility, not teach you an idea. I call this sensibility the clockless clock sensibility. ### The four central ideas we have encountered – timing, mental models, narratives, and metaphor-based universal tactics – allow us to look at the world from a certain perspective: everything is a mental model. ### Kant once said. we see not what is, but who we are. ### You could therefore describe normal human thought as a balancing act between sensing realistically, and seeing through simplified platonic abstractions. ### We are using the word legible in a slightly deeper way than is usual here. ### Used with adversarial intentions, Boyd’s OODA can be understood as a deliberate use of illegibility to cause failure. ### Organization is about the meaning that matters to the person whose mental model is being externalized. ### So apparent creative chaos is fine, so long as it is sufficiently legible and meaningful to you. ### The tempo of an externalized mental model is the reason why you can land in an unfamiliar and strange old city, and immediately get a feel for the place. ### Some fields contain a lot of momentum (in the sense of mental models, not physics), such as an assembly line. ### Taylorism is commonly criticized for its dehumanizing effects, but for us, the more important problem is that it is also ineffective with respect to many of the problems it attempts to solve. ### Artistic approaches to field-flow complexes exploit the natural chemistry among mental models in richer ways. ### At the largest scale, the deliberate design remains effectively impossible. ### For these processes to be successful, the mental models that seed any generative process of growth must have sufficient levels of mutual legibility and harmonize effectively at the level of tempo. ### Where complex realities are to be grown rather than constructed, the role of the individual orchestrator is limited to catalyzing the emergence of the right shared mental models in the early stages.
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"edu_l1_label": "IOS"}, {"txt": "不靠谱的人，只会耍嘴皮子功夫，做起事来推三阻四，遇到难题就想回避。", "language": "chinese", "position": {"atoms": [{"position_id": 739, "txt": "不靠谱的人，只会耍嘴皮子功夫，做起事来推三阻四，遇到难题就想回避。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "办事靠谱的人，有能力、有担当，能把事放心上，持续推下去，让人省心又省力。", "language": "chinese", "position": {"atoms": [{"position_id": 741, "txt": "办事靠谱的人，有能力、有担当，能把事放心上，持续推下去，让人省心又省力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[10]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "前段时间，得到创始人罗振宇，在与36氪创始人冯大刚的一场对话中，说到一个观点：", "language": "chinese", "position": {"atoms": [{"position_id": 743, "txt": "前段时间，得到创始人罗振宇，在与36氪创始人冯大刚的一场对话中，说到一个观点：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[11]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "人与人之间的互动，永远是这个世界最核心的算法，剩下的全是工具。", "language": "chinese", "position": {"atoms": [{"position_id": 744, "txt": "人与人之间的互动，永远是这个世界最核心的算法，剩下的全是工具。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[11]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "从这个观点来说，靠谱的人，就是这个互动世界的SVIP，能够获得更多人的认可，获取更有价值的资源。", "language": "chinese", "position": {"atoms": [{"position_id": 746, "txt": "从这个观点来说，靠谱的人，就是这个互动世界的SVIP，能够获得更多人的认可，获取更有价值的资源。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[12]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "李嘉诚曾说：", "language": "chinese", "position": {"atoms": [{"position_id": 748, "txt": "李嘉诚曾说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[13]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "做事要找靠谱的人，聪明的人只能聊聊天。", "language": "chinese", "position": {"atoms": [{"position_id": 749, "txt": "做事要找靠谱的人，聪明的人只能聊聊天。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[13]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "在这个聪明过剩的年代，靠谱才是最顶级的聪明。", "language": "chinese", "position": {"atoms": [{"position_id": 751, "txt": "在这个聪明过剩的年代，靠谱才是最顶级的聪明。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[14]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "靠谱的人，就该被世界狠狠地奖励。", "language": "chinese", "position": {"atoms": [{"position_id": 752, "txt": "靠谱的人，就该被世界狠狠地奖励。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[14]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "那么，什么是靠谱？", "language": "chinese", "position": {"atoms": [{"position_id": 754, "txt": "那么，什么是靠谱？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[15]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "一句话来说，就是“凡事有交代，件件有着落，事事有回音”。", "language": "chinese", "position": {"atoms": [{"position_id": 756, "txt": "一句话来说，就是“凡事有交代，件件有着落，事事有回音”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[16]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "02", "language": "chinese", "position": {"atoms": [{"position_id": 758, "txt": "02", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section/section/section[2]/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 58, "global_sentence_id": 33, "edu_l1_label": "BOS"}, {"txt": "凡事有交代", "language": "chinese", "position": {"atoms": [{"position_id": 760, "txt": "凡事有交代", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[4]/section/section/p/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 59, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "凡事有交代，什么意思？", "language": "chinese", "position": {"atoms": [{"position_id": 762, "txt": "凡事有交代，什么意思？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[17]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "就是能承担责任，在所有事情上都有闭环。", "language": "chinese", "position": {"atoms": [{"position_id": 764, "txt": "就是能承担责任，在所有事情上都有闭环。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[18]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "比如，一名项目经理，正在负责一个重要的客户项目。", "language": "chinese", "position": {"atoms": [{"position_id": 766, "txt": "比如，一名项目经理，正在负责一个重要的客户项目。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "在过程中，他发现项目面临一些技术难题，这些难题会影响项目进度和质量。", "language": "chinese", "position": {"atoms": [{"position_id": 767, "txt": "在过程中，他发现项目面临一些技术难题，这些难题会影响项目进度和质量。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "这时候，他立即向上级如数汇报了这些难题，并请求上级的帮助。", "language": "chinese", "position": {"atoms": [{"position_id": 769, "txt": "这时候，他立即向上级如数汇报了这些难题，并请求上级的帮助。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[20]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "如果你是他的上级，你会怎么评价他？", "language": "chinese", "position": {"atoms": [{"position_id": 771, "txt": "如果你是他的上级，你会怎么评价他？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "大概率是，什么问题都来找我，还要你干什么？", "language": "chinese", "position": {"atoms": [{"position_id": 773, "txt": "大概率是，什么问题都来找我，还要你干什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[22]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "换句话说，这是他没有责任感的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 775, "txt": "换句话说，这是他没有责任感的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "假设这位经理，没有向上级汇报难题，而是动员团队成员、利益相关方一起，研究解决办法。", "language": "chinese", "position": {"atoms": [{"position_id": 777, "txt": "假设这位经理，没有向上级汇报难题，而是动员团队成员、利益相关方一起，研究解决办法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "并且，还紧盯项目进度，最后按时完成交付。", "language": "chinese", "position": {"atoms": [{"position_id": 778, "txt": "并且，还紧盯项目进度，最后按时完成交付。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "在整个项目结束以后，他详细汇报了项目过程，并针对避免类似情况进行了建议。", "language": "chinese", "position": {"atoms": [{"position_id": 780, "txt": "在整个项目结束以后，他详细汇报了项目过程，并针对避免类似情况进行了建议。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "这个时候，作为他的上级，你会怎么评价他？", "language": "chinese", "position": {"atoms": [{"position_id": 782, "txt": "这个时候，作为他的上级，你会怎么评价他？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "这个人，有责任感，能担事！", "language": "chinese", "position": {"atoms": [{"position_id": 784, "txt": "这个人，有责任感，能担事！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "所以，责任，不是对说过的事负责，而是对没有说过、甚至没有想到的事负责。", "language": "chinese", "position": {"atoms": [{"position_id": 786, "txt": "所以，责任，不是对说过的事负责，而是对没有说过、甚至没有想到的事负责。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "把说过的事做好，这是“完成指令”，是职场的基本功。", "language": "chinese", "position": {"atoms": [{"position_id": 788, "txt": "把说过的事做好，这是“完成指令”，是职场的基本功。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[5]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "把没说的事做好，这是“承担责任”，是职场的“靠谱人”。", "language": "chinese", "position": {"atoms": [{"position_id": 790, "txt": "把没说的事做好，这是“承担责任”，是职场的“靠谱人”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "贝壳创始人左晖说过，企业家跟职业经理人最大的区别，就是有没有owner感：", "language": "chinese", "position": {"atoms": [{"position_id": 792, "txt": "贝壳创始人左晖说过，企业家跟职业经理人最大的区别，就是有没有owner感：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[7]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "这件事属于我，我的心血、我的精力都花在了上面，这是我的事业。", "language": "chinese", "position": {"atoms": [{"position_id": 793, "txt": "这件事属于我，我的心血、我的精力都花在了上面，这是我的事业。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[7]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "让人放心的人，对每一件事，都有主人翁的感觉，都能尽力办好。", "language": "chinese", "position": {"atoms": [{"position_id": 795, "txt": "让人放心的人，对每一件事，都有主人翁的感觉，都能尽力办好。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[8]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "担不了事的人，只为过程负责。", "language": "chinese", "position": {"atoms": [{"position_id": 797, "txt": "担不了事的人，只为过程负责。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "得到哪项指令，就干哪件事。", "language": "chinese", "position": {"atoms": [{"position_id": 798, "txt": "得到哪项指令，就干哪件事。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "这是被动的。", "language": "chinese", "position": {"atoms": [{"position_id": 799, "txt": "这是被动的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[9]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "能担事的人，都为结果负责。", "language": "chinese", "position": {"atoms": [{"position_id": 801, "txt": "能担事的人，都为结果负责。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[10]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "遇到什么问题，想法设法去解决。", "language": "chinese", "position": {"atoms": [{"position_id": 802, "txt": "遇到什么问题，想法设法去解决。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[10]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "这是主动的。", "language": "chinese", "position": {"atoms": [{"position_id": 803, "txt": "这是主动的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[10]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "可是，很多问题是无法预料的。", "language": "chinese", "position": {"atoms": [{"position_id": 805, "txt": "可是，很多问题是无法预料的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[11]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "一旦碰到自己怎么也解决不了的问题，该怎么办？", "language": "chinese", "position": {"atoms": [{"position_id": 806, "txt": "一旦碰到自己怎么也解决不了的问题，该怎么办？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[11]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "适当的示弱和寻求帮助，也是责任感的体现，其目的是拿出更好的结果。", "language": "chinese", "position": {"atoms": [{"position_id": 808, "txt": "适当的示弱和寻求帮助，也是责任感的体现，其目的是拿出更好的结果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[12]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "但这一定是因为，你想尽了一切办法、尝试了多种可能，仍然无法解决。", "language": "chinese", "position": {"atoms": [{"position_id": 809, "txt": "但这一定是因为，你想尽了一切办法、尝试了多种可能，仍然无法解决。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[12]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "如实向上级汇报，并提出自己的想法和建议，以此寻求上级的协助。", "language": "chinese", "position": {"atoms": [{"position_id": 811, "txt": "如实向上级汇报，并提出自己的想法和建议，以此寻求上级的协助。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[13]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "但凡管理者，都会对下属的能力圈有一定的预估。", "language": "chinese", "position": {"atoms": [{"position_id": 813, "txt": "但凡管理者，都会对下属的能力圈有一定的预估。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "超出你能力范围太多，他会谅解的。", "language": "chinese", "position": {"atoms": [{"position_id": 814, "txt": "超出你能力范围太多，他会谅解的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "除此之外，绝大部分职场人，还有一个痛点：", "language": "chinese", "position": {"atoms": [{"position_id": 816, "txt": "除此之外，绝大部分职场人，还有一个痛点：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[15]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "手机收到上级消息，回不回？", "language": "chinese", "position": {"atoms": [{"position_id": 817, "txt": "手机收到上级消息，回不回？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[15]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "怎么回？", "language": "chinese", "position": {"atoms": [{"position_id": 818, "txt": "怎么回？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[15]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "其实，只要看到，都需要立即回复。", "language": "chinese", "position": {"atoms": [{"position_id": 820, "txt": "其实，只要看到，都需要立即回复。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[16]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "特别是私信消息。", "language": "chinese", "position": {"atoms": [{"position_id": 821, "txt": "特别是私信消息。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[16]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "有的人可能会说：", "language": "chinese", "position": {"atoms": [{"position_id": 823, "txt": "有的人可能会说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[29]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "“我工作这么忙，哪有时间一直盯着手机？", "language": "chinese", "position": {"atoms": [{"position_id": 824, "txt": "“我工作这么忙，哪有时间一直盯着手机？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[29]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "只有闲的人，才有功夫立即回消息。”", "language": "chinese", "position": {"atoms": [{"position_id": 825, "txt": "只有闲的人，才有功夫立即回消息。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[29]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "是的。", "language": "chinese", "position": {"atoms": [{"position_id": 827, "txt": "是的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[17]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "大家上班的时候，都很忙。", "language": "chinese", "position": {"atoms": [{"position_id": 828, "txt": "大家上班的时候，都很忙。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[17]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "可能正在紧锣密鼓做某件事，上级就来催进度了。", "language": "chinese", "position": {"atoms": [{"position_id": 829, "txt": "可能正在紧锣密鼓做某件事，上级就来催进度了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[17]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "但是，立即回消息，和立即给结果，是两码事。", "language": "chinese", "position": {"atoms": [{"position_id": 831, "txt": "但是，立即回消息，和立即给结果，是两码事。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[18]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "比如老板问你，下周二的方案做好了吗？", "language": "chinese", "position": {"atoms": [{"position_id": 833, "txt": "比如老板问你，下周二的方案做好了吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "你不必马上交出完整的方案，但你可以说：", "language": "chinese", "position": {"atoms": [{"position_id": 835, "txt": "你不必马上交出完整的方案，但你可以说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "“方案还在整理中，目前只完成了70%，下周二中午前可以完成。”", "language": "chinese", "position": {"atoms": [{"position_id": 836, "txt": "“方案还在整理中，目前只完成了70%，下周二中午前可以完成。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "回消息的本质，不是为了汇报工作进度，或者解答别人的疑问，而是把消息这件事闭环。", "language": "chinese", "position": {"atoms": [{"position_id": 838, "txt": "回消息的本质，不是为了汇报工作进度，或者解答别人的疑问，而是把消息这件事闭环。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[21]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 89, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "为什么闭环这么重要？", "language": "chinese", "position": {"atoms": [{"position_id": 840, "txt": "为什么闭环这么重要？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[22]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "没有闭环，信息的发送者，心里就没有底。", "language": "chinese", "position": {"atoms": [{"position_id": 842, "txt": "没有闭环，信息的发送者，心里就没有底。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "他很可能会胡思乱想：", "language": "chinese", "position": {"atoms": [{"position_id": 843, "txt": "他很可能会胡思乱想：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "不回消息，是因为工作一点没干？", "language": "chinese", "position": {"atoms": [{"position_id": 844, "txt": "不回消息，是因为工作一点没干？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "对事不上心？", "language": "chinese", "position": {"atoms": [{"position_id": 845, "txt": "对事不上心？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "还是对我有意见？", "language": "chinese", "position": {"atoms": [{"position_id": 846, "txt": "还是对我有意见？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "故意晾着我？", "language": "chinese", "position": {"atoms": [{"position_id": 847, "txt": "故意晾着我？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "这其实像恋爱中的情侣，如果一方回消息慢5分钟，可能另一方脑海里的连续剧已经演20集了。", "language": "chinese", "position": {"atoms": [{"position_id": 849, "txt": "这其实像恋爱中的情侣，如果一方回消息慢5分钟，可能另一方脑海里的连续剧已经演20集了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "甚至，那些着急的人，会给你开启“夺命连环CALL”，不论是工作时间，还是凌晨3点。", "language": "chinese", "position": {"atoms": [{"position_id": 851, "txt": "甚至，那些着急的人，会给你开启“夺命连环CALL”，不论是工作时间，还是凌晨3点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "相反，你若是给他留下了“你一直迅速回复”的印象。", "language": "chinese", "position": {"atoms": [{"position_id": 853, "txt": "相反，你若是给他留下了“你一直迅速回复”的印象。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "你偶尔没有立即回复，他就会认为，你真的有事，反而不会不择手段打扰你。", "language": "chinese", "position": {"atoms": [{"position_id": 854, "txt": "你偶尔没有立即回复，他就会认为，你真的有事，反而不会不择手段打扰你。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "凡事有交代，就是所有事情都能给闭环。", "language": "chinese", "position": {"atoms": [{"position_id": 856, "txt": "凡事有交代，就是所有事情都能给闭环。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "如何培养这种能力呢？", "language": "chinese", "position": {"atoms": [{"position_id": 858, "txt": "如何培养这种能力呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "戴明环，可以参考。", "language": "chinese", "position": {"atoms": [{"position_id": 860, "txt": "戴明环，可以参考。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[29]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "戴明环，又称PDCA循环，是由美国质量管理专家戴明提出来的。", "language": "chinese", "position": {"atoms": [{"position_id": 862, "txt": "戴明环，又称PDCA循环，是由美国质量管理专家戴明提出来的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[30]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "包含了计划（Plan）、执行（Do）、检查（Check）、处理（Action）四个阶段。", "language": "chinese", "position": {"atoms": [{"position_id": 863, "txt": "包含了计划（Plan）、执行（Do）、检查（Check）、处理（Action）四个阶段。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[30]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "它能适用于日常管理，包括个体管理、团队管理、项目管理等等。", "language": "chinese", "position": {"atoms": [{"position_id": 865, "txt": "它能适用于日常管理，包括个体管理、团队管理、项目管理等等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[31]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/21z2zI1UUOti3iq8H4yUKIV.png", "language": "chinese", "position": {"atoms": [{"position_id": 274, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/21z2zI1UUOti3iq8H4yUKIV.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[32]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 100, "global_sentence_id": 100, "edu_l1_label": "EDU_O"}, {"txt": "戴明环本身就是为了发现问题、解决问题。", "language": "chinese", "position": {"atoms": [{"position_id": 867, "txt": "戴明环本身就是为了发现问题、解决问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[33]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "通过不断循环，可以让一件事持续改进提高。", "language": "chinese", "position": {"atoms": [{"position_id": 868, "txt": "通过不断循环，可以让一件事持续改进提高。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[33]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "1.计划", "language": "chinese", "position": {"atoms": [{"position_id": 870, "txt": "1.计划", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[34]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 102, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "选择课题，分析现状，确认目标，制定计划。", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "选择课题，分析现状，确认目标，制定计划。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[35]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "比如，客户提了怎样的需求？", "language": "chinese", "position": {"atoms": [{"position_id": 874, "txt": "比如，客户提了怎样的需求？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[36]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "我们能够满足需求吗？", "language": "chinese", "position": {"atoms": [{"position_id": 875, "txt": "我们能够满足需求吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[36]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "需要去做哪些事情？", "language": "chinese", "position": {"atoms": [{"position_id": 876, "txt": "需要去做哪些事情？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[36]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "协调哪些部门？", "language": "chinese", "position": {"atoms": [{"position_id": 877, "txt": "协调哪些部门？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[36]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "任务怎么分配？", "language": "chinese", "position": {"atoms": [{"position_id": 878, "txt": "任务怎么分配？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[36]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "确定哪些负责人？", "language": "chinese", "position": {"atoms": [{"position_id": 879, "txt": "确定哪些负责人？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[36]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "时间节点怎么设计？", "language": "chinese", "position": {"atoms": [{"position_id": 880, "txt": "时间节点怎么设计？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[36]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "2.执行", "language": "chinese", "position": {"atoms": [{"position_id": 882, "txt": "2.执行", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[37]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 105, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "设计方案，逐步落地。", "language": "chinese", "position": {"atoms": [{"position_id": 884, "txt": "设计方案，逐步落地。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[38]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "比如，方案设计了没有？", "language": "chinese", "position": {"atoms": [{"position_id": 886, "txt": "比如，方案设计了没有？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "包含哪些人员？", "language": "chinese", "position": {"atoms": [{"position_id": 887, "txt": "包含哪些人员？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "大家有没有达成共识？", "language": "chinese", "position": {"atoms": [{"position_id": 888, "txt": "大家有没有达成共识？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "有没有明确任务分配？", "language": "chinese", "position": {"atoms": [{"position_id": 889, "txt": "有没有明确任务分配？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "3.检查", "language": "chinese", "position": {"atoms": [{"position_id": 891, "txt": "3.检查", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[40]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 108, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "有没有开始执行？", "language": "chinese", "position": {"atoms": [{"position_id": 893, "txt": "有没有开始执行？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "能不能按时完成？", "language": "chinese", "position": {"atoms": [{"position_id": 894, "txt": "能不能按时完成？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "有没有达到标准？", "language": "chinese", "position": {"atoms": [{"position_id": 895, "txt": "有没有达到标准？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "遇到了什么问题？", "language": "chinese", "position": {"atoms": [{"position_id": 896, "txt": "遇到了什么问题？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "需要哪些支持？", "language": "chinese", "position": {"atoms": [{"position_id": 897, "txt": "需要哪些支持？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "4.处理", "language": "chinese", "position": {"atoms": [{"position_id": 899, "txt": "4.处理", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[42]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 110, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "怎么解决遇到的问题？", "language": "chinese", "position": {"atoms": [{"position_id": 901, "txt": "怎么解决遇到的问题？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "要协调哪些资源？", "language": "chinese", "position": {"atoms": [{"position_id": 902, "txt": "要协调哪些资源？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "从中获得了哪些经验？", "language": "chinese", "position": {"atoms": [{"position_id": 903, "txt": "从中获得了哪些经验？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "如果问题暂时无法解决，就转入下一个PDCA循环，再去解决。", "language": "chinese", "position": {"atoms": [{"position_id": 905, "txt": "如果问题暂时无法解决，就转入下一个PDCA循环，再去解决。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[44]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 112, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/PzezlL23nTRJhU03n4R2V.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 312, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/PzezlL23nTRJhU03n4R2V.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[45]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 113, "global_sentence_id": 129, "edu_l1_label": "EDU_O"}, {"txt": "PDCA循环，不是做一次就完事了，而是周而复始，不断循环。", "language": "chinese", "position": {"atoms": [{"position_id": 907, "txt": "PDCA循环，不是做一次就完事了，而是周而复始，不断循环。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[46]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 114, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "一个循环结束，可能解决了部分问题，但还有遗留问题，或者出现新问题，再进行下一个PDCA循环。", "language": "chinese", "position": {"atoms": [{"position_id": 909, "txt": "一个循环结束，可能解决了部分问题，但还有遗留问题，或者出现新问题，再进行下一个PDCA循环。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[47]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "以此类推。", "language": "chinese", "position": {"atoms": [{"position_id": 910, "txt": "以此类推。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[47]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "这样，我们就能持续改进提升。", "language": "chinese", "position": {"atoms": [{"position_id": 912, "txt": "这样，我们就能持续改进提升。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[48]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "03", "language": "chinese", "position": {"atoms": [{"position_id": 914, "txt": "03", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[49]/section/section/p[2]/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 117, "global_sentence_id": 134, "edu_l1_label": "BOS"}, {"txt": "件件有着落", "language": "chinese", "position": {"atoms": [{"position_id": 916, "txt": "件件有着落", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[49]/section/section/section/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 118, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "件件有着落，就是做事踏实，能把事落地。", "language": "chinese", "position": {"atoms": [{"position_id": 918, "txt": "件件有着落，就是做事踏实，能把事落地。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[50]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "还以前文的项目经理举例。", "language": "chinese", "position": {"atoms": [{"position_id": 920, "txt": "还以前文的项目经理举例。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[51]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "如果他在接到项目后，时不时召集大家开会，洋洋洒洒说一堆：", "language": "chinese", "position": {"atoms": [{"position_id": 922, "txt": "如果他在接到项目后，时不时召集大家开会，洋洋洒洒说一堆：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[52]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "一定要按时交付，让客户满意；", "language": "chinese", "position": {"atoms": [{"position_id": 923, "txt": "一定要按时交付，让客户满意；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[52]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "我们一定要有责任心，把这个项目做的漂漂亮亮。", "language": "chinese", "position": {"atoms": [{"position_id": 924, "txt": "我们一定要有责任心，把这个项目做的漂漂亮亮。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[52]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "但是，他在实际工作上一塌糊涂，不去主动跟进度，不为团队成员解决问题。", "language": "chinese", "position": {"atoms": [{"position_id": 926, "txt": "但是，他在实际工作上一塌糊涂，不去主动跟进度，不为团队成员解决问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[53]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "用发言推动项目，用开会推动执行，用空话去做交付。", "language": "chinese", "position": {"atoms": [{"position_id": 927, "txt": "用发言推动项目，用开会推动执行，用空话去做交付。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[53]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "这样的人，我们无法称之为“踏实”。", "language": "chinese", "position": {"atoms": [{"position_id": 929, "txt": "这样的人，我们无法称之为“踏实”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[54]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 123, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "踏实的人，做事稳妥。", "language": "chinese", "position": {"atoms": [{"position_id": 931, "txt": "踏实的人，做事稳妥。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[55]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "比如，这位项目经理，对项目进行了完整而周密的计划。", "language": "chinese", "position": {"atoms": [{"position_id": 933, "txt": "比如，这位项目经理，对项目进行了完整而周密的计划。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[56]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 125, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": "在项目执行前，就拉齐了大家的想法，达成了对目标的共识。", "language": "chinese", "position": {"atoms": [{"position_id": 934, "txt": "在项目执行前，就拉齐了大家的想法，达成了对目标的共识。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[56]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 125, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "在执行中，有条有理推动进程。", "language": "chinese", "position": {"atoms": [{"position_id": 936, "txt": "在执行中，有条有理推动进程。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[57]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "遇到困难，冷静分析问题，想办法去解决。", "language": "chinese", "position": {"atoms": [{"position_id": 937, "txt": "遇到困难，冷静分析问题，想办法去解决。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[57]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "所谓稳妥，其实就是稳当的计划，稳重的心态，稳定的情绪。", "language": "chinese", "position": {"atoms": [{"position_id": 939, "txt": "所谓稳妥，其实就是稳当的计划，稳重的心态，稳定的情绪。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[58]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": "做事稳妥的人，能给人安全感。", "language": "chinese", "position": {"atoms": [{"position_id": 941, "txt": "做事稳妥的人，能给人安全感。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[31]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 128, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": "踏实的人，做事细致。", "language": "chinese", "position": {"atoms": [{"position_id": 943, "txt": "踏实的人，做事细致。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[59]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": "比如，这位项目经理，提前盘点项目进程中可能会出现的问题，能把握团队成员的工作状态，为大家解决影响因素。", "language": "chinese", "position": {"atoms": [{"position_id": 945, "txt": "比如，这位项目经理，提前盘点项目进程中可能会出现的问题，能把握团队成员的工作状态，为大家解决影响因素。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[60]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 130, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "细致，就是能考虑到细节上的问题，把一件事做得尽量没有瑕疵。", "language": "chinese", "position": {"atoms": [{"position_id": 947, "txt": "细致，就是能考虑到细节上的问题，把一件事做得尽量没有瑕疵。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[61]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 131, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "踏实的人，做事守信。", "language": "chinese", "position": {"atoms": [{"position_id": 949, "txt": "踏实的人，做事守信。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[62]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "答应过的事情，说到做到。", "language": "chinese", "position": {"atoms": [{"position_id": 951, "txt": "答应过的事情，说到做到。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[63]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "即使做不到，也会提前告知原因，并提出解决办法。", "language": "chinese", "position": {"atoms": [{"position_id": 952, "txt": "即使做不到，也会提前告知原因，并提出解决办法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[63]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "有契约精神。", "language": "chinese", "position": {"atoms": [{"position_id": 953, "txt": "有契约精神。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[63]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "比如老板布置的项目方案，说好下周三5点前交，如果没有意外情况，那就必须5点前完成。", "language": "chinese", "position": {"atoms": [{"position_id": 955, "txt": "比如老板布置的项目方案，说好下周三5点前交，如果没有意外情况，那就必须5点前完成。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[64]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 134, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": "如果觉得时间紧张，忙不过来，一定要提前告知。", "language": "chinese", "position": {"atoms": [{"position_id": 957, "txt": "如果觉得时间紧张，忙不过来，一定要提前告知。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[65]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 135, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "比如，手上有更重要的事情在做，可以询问老板能不能延期交付。", "language": "chinese", "position": {"atoms": [{"position_id": 959, "txt": "比如，手上有更重要的事情在做，可以询问老板能不能延期交付。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[66]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "或者，申请抽调别的同事一起来完成。", "language": "chinese", "position": {"atoms": [{"position_id": 960, "txt": "或者，申请抽调别的同事一起来完成。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[66]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "这都叫解决方法。", "language": "chinese", "position": {"atoms": [{"position_id": 962, "txt": "这都叫解决方法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[67]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 137, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "最怕的是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 964, "txt": "最怕的是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[68]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "马上到了交付时间，微信上突然来一句：", "language": "chinese", "position": {"atoms": [{"position_id": 966, "txt": "马上到了交付时间，微信上突然来一句：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[69]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 139, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "对不起老板，我完成不了。", "language": "chinese", "position": {"atoms": [{"position_id": 967, "txt": "对不起老板，我完成不了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[69]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 139, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "这才是最糟糕的，会打乱所有人的计划。", "language": "chinese", "position": {"atoms": [{"position_id": 969, "txt": "这才是最糟糕的，会打乱所有人的计划。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[70]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 140, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "我们每个人的工作，都不是孤立存在的，而是众多链条中的其中一环。", "language": "chinese", "position": {"atoms": [{"position_id": 970, "txt": "我们每个人的工作，都不是孤立存在的，而是众多链条中的其中一环。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[70]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 140, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "一个人的工作安排乱了，很大可能会打乱其他人的工作进度。", "language": "chinese", "position": {"atoms": [{"position_id": 972, "txt": "一个人的工作安排乱了，很大可能会打乱其他人的工作进度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[71]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 141, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "所以，遇到任务，我们只有两种选择，要么按时完成，要么提前反馈。", "language": "chinese", "position": {"atoms": [{"position_id": 974, "txt": "所以，遇到任务，我们只有两种选择，要么按时完成，要么提前反馈。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[72]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 142, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": "这时候，可能有人会说：", "language": "chinese", "position": {"atoms": [{"position_id": 976, "txt": "这时候，可能有人会说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[73]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 143, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "“领导交待的事太多怎么办？", "language": "chinese", "position": {"atoms": [{"position_id": 977, "txt": "“领导交待的事太多怎么办？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[73]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 143, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "或者，总是让反复改怎么办？”", "language": "chinese", "position": {"atoms": [{"position_id": 978, "txt": "或者，总是让反复改怎么办？”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[73]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 143, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "是的。", "language": "chinese", "position": {"atoms": [{"position_id": 980, "txt": "是的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[74]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "但作为执行者，其实没有太多选择。", "language": "chinese", "position": {"atoms": [{"position_id": 981, "txt": "但作为执行者，其实没有太多选择。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[74]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "怎么办呢？", "language": "chinese", "position": {"atoms": [{"position_id": 982, "txt": "怎么办呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[74]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "事情太多，就先确定优先级。", "language": "chinese", "position": {"atoms": [{"position_id": 984, "txt": "事情太多，就先确定优先级。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[75]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 145, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "方法我们都知道，紧急又重要，紧急不重要，重要不紧急，不重要也不紧急。", "language": "chinese", "position": {"atoms": [{"position_id": 985, "txt": "方法我们都知道，紧急又重要，紧急不重要，重要不紧急，不重要也不紧急。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[75]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 145, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "实在忙不过来，可以请同事协助，或者直接向上级申请支持。", "language": "chinese", "position": {"atoms": [{"position_id": 987, "txt": "实在忙不过来，可以请同事协助，或者直接向上级申请支持。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[76]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 146, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "反复让你修改，就跟上级沟通出更清晰的目标和时间表，或者请他提供更详细的反馈和指导。", "language": "chinese", "position": {"atoms": [{"position_id": 989, "txt": "反复让你修改，就跟上级沟通出更清晰的目标和时间表，或者请他提供更详细的反馈和指导。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[77]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 147, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "这样，我们就能更好地拉齐想法，减少修改次数。", "language": "chinese", "position": {"atoms": [{"position_id": 990, "txt": "这样，我们就能更好地拉齐想法，减少修改次数。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[77]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 147, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "在个人的做事能力上，GROW教练模型可以参考。", "language": "chinese", "position": {"atoms": [{"position_id": 992, "txt": "在个人的做事能力上，GROW教练模型可以参考。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[78]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 148, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "所谓GROW，就是4个阶段。", "language": "chinese", "position": {"atoms": [{"position_id": 994, "txt": "所谓GROW，就是4个阶段。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[79]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 149, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": "目标（Goal），现状（Reality），方案（Options），行动（Way Forward）。", "language": "chinese", "position": {"atoms": [{"position_id": 995, "txt": "目标（Goal），现状（Reality），方案（Options），行动（Way Forward）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[79]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 149, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4cvLP3jPzgX3bVvDv2DAbWD.png", "language": "chinese", "position": {"atoms": [{"position_id": 435, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4cvLP3jPzgX3bVvDv2DAbWD.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[80]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 150, "global_sentence_id": 184, "edu_l1_label": "EDU_O"}, {"txt": "之所以是“教练模型”，是因为它本来适用于教练、管理者，用来培养别人，激发人的潜力。", "language": "chinese", "position": {"atoms": [{"position_id": 997, "txt": "之所以是“教练模型”，是因为它本来适用于教练、管理者，用来培养别人，激发人的潜力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[81]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 151, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": "但对于个人来说，也能够作为实现目标、解决问题的工具。", "language": "chinese", "position": {"atoms": [{"position_id": 999, "txt": "但对于个人来说，也能够作为实现目标、解决问题的工具。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[82]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 152, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "1.目标", "language": "chinese", "position": {"atoms": [{"position_id": 1001, "txt": "1.目标", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[83]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 153, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "你要实现什么目标？", "language": "chinese", "position": {"atoms": [{"position_id": 1003, "txt": "你要实现什么目标？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[84]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 188, "edu_l1_label": "IOS"}, {"txt": "具体的目标是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 1004, "txt": "具体的目标是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[84]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 189, "edu_l1_label": "IOS"}, {"txt": "有什么具体的指标吗？", "language": "chinese", "position": {"atoms": [{"position_id": 1005, "txt": "有什么具体的指标吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[84]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 190, "edu_l1_label": "IOS"}, {"txt": "打算什么时候实现？", "language": "chinese", "position": {"atoms": [{"position_id": 1006, "txt": "打算什么时候实现？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[84]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 191, "edu_l1_label": "IOS"}, {"txt": "无论我们要做什么，首先要清楚自己的目标。", "language": "chinese", "position": {"atoms": [{"position_id": 1008, "txt": "无论我们要做什么，首先要清楚自己的目标。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[85]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 155, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "在目标的设置上，我们可以采用SMART原则。", "language": "chinese", "position": {"atoms": [{"position_id": 1009, "txt": "在目标的设置上，我们可以采用SMART原则。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[85]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 155, "global_sentence_id": 193, "edu_l1_label": "IOS"}, {"txt": "SMART原则，是管理学专家彼得.德鲁克在《管理的实践》中提出的。", "language": "chinese", "position": {"atoms": [{"position_id": 1011, "txt": "SMART原则，是管理学专家彼得.德鲁克在《管理的实践》中提出的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[86]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 156, "global_sentence_id": 194, "edu_l1_label": "IOS"}, {"txt": "大家普遍认为，这是最有效的目标设定原则。", "language": "chinese", "position": {"atoms": [{"position_id": 1012, "txt": "大家普遍认为，这是最有效的目标设定原则。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[86]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 156, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4uuLVUH3oBt3JUA3NIaktI.png", "language": "chinese", "position": {"atoms": [{"position_id": 455, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4uuLVUH3oBt3JUA3NIaktI.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[87]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 157, "global_sentence_id": 196, "edu_l1_label": "EDU_O"}, {"txt": "① 具体（Specific）。", "language": "chinese", "position": {"atoms": [{"position_id": 1014, "txt": "① 具体（Specific）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[88]/span/strong/span"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 158, "global_sentence_id": 197, "edu_l1_label": "IOS"}, {"txt": "目标要具体明确。", "language": "chinese", "position": {"atoms": [{"position_id": 1015, "txt": "目标要具体明确。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[88]/span/strong/span"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 158, "global_sentence_id": 198, "edu_l1_label": "IOS"}, {"txt": "例如，经常听到有人说“我要减肥”，这不是一个具体的目标。", "language": "chinese", "position": {"atoms": [{"position_id": 1017, "txt": "例如，经常听到有人说“我要减肥”，这不是一个具体的目标。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[89]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 159, "global_sentence_id": 199, "edu_l1_label": "IOS"}, {"txt": "“我要每天运动减肥”，这是个稍微具体的目标。", "language": "chinese", "position": {"atoms": [{"position_id": 1019, "txt": "“我要每天运动减肥”，这是个稍微具体的目标。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[90]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 160, "global_sentence_id": 200, "edu_l1_label": "IOS"}, {"txt": "“我要每天跑10公里，三餐摄入总热量不超过2000卡路里来减肥”，这才是个具体的目标。", "language": "chinese", "position": {"atoms": [{"position_id": 1021, "txt": "“我要每天跑10公里，三餐摄入总热量不超过2000卡路里来减肥”，这才是个具体的目标。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[91]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 161, "global_sentence_id": 201, "edu_l1_label": "IOS"}, {"txt": "目标制定时，要有衡量标准、达成措施、完成期限等等。", "language": "chinese", "position": {"atoms": [{"position_id": 1023, "txt": "目标制定时，要有衡量标准、达成措施、完成期限等等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[92]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 162, "global_sentence_id": 202, "edu_l1_label": "IOS"}, {"txt": "执行时，就有明确参考，也能随时检查进度。", "language": "chinese", "position": {"atoms": [{"position_id": 1024, "txt": "执行时，就有明确参考，也能随时检查进度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[92]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 162, "global_sentence_id": 203, "edu_l1_label": "IOS"}, {"txt": "② 可衡量（Measurable）。", "language": "chinese", "position": {"atoms": [{"position_id": 1026, "txt": "② 可衡量（Measurable）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[93]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 163, "global_sentence_id": 204, "edu_l1_label": "IOS"}, {"txt": "目标是可量化、可衡量的。", "language": "chinese", "position": {"atoms": [{"position_id": 1028, "txt": "目标是可量化、可衡量的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[94]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 164, "global_sentence_id": 205, "edu_l1_label": "IOS"}, {"txt": "这样在实现目标的过程中有参照，而且能明确地检验目标是否达成。", "language": "chinese", "position": {"atoms": [{"position_id": 1029, "txt": "这样在实现目标的过程中有参照，而且能明确地检验目标是否达成。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[94]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 164, "global_sentence_id": 206, "edu_l1_label": "IOS"}, {"txt": "例如，店铺终端说：", "language": "chinese", "position": {"atoms": [{"position_id": 1031, "txt": "例如，店铺终端说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[95]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 165, "global_sentence_id": 207, "edu_l1_label": "IOS"}, {"txt": "“我们要提高客单价”。", "language": "chinese", "position": {"atoms": [{"position_id": 1032, "txt": "“我们要提高客单价”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[95]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 165, "global_sentence_id": 208, "edu_l1_label": "IOS"}, {"txt": "这不是一个可衡量的目标，怎么才算“提高”。", "language": "chinese", "position": {"atoms": [{"position_id": 1033, "txt": "这不是一个可衡量的目标，怎么才算“提高”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[95]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 165, "global_sentence_id": 209, "edu_l1_label": "IOS"}, {"txt": "如果改成：", "language": "chinese", "position": {"atoms": [{"position_id": 1034, "txt": "如果改成：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[95]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 165, "global_sentence_id": 210, "edu_l1_label": "IOS"}, {"txt": "“我们至少要让客单价在xxx元 ”，这就是个可衡量的目标。", "language": "chinese", "position": {"atoms": [{"position_id": 1035, "txt": "“我们至少要让客单价在xxx元 ”，这就是个可衡量的目标。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[95]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 165, "global_sentence_id": 211, "edu_l1_label": "IOS"}, {"txt": "能量化的量化，不能量化的质化。", "language": "chinese", "position": {"atoms": [{"position_id": 1037, "txt": "能量化的量化，不能量化的质化。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[96]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 166, "global_sentence_id": 212, "edu_l1_label": "IOS"}, {"txt": "这样就有了清晰的可度量标尺。", "language": "chinese", "position": {"atoms": [{"position_id": 1038, "txt": "这样就有了清晰的可度量标尺。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[96]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 166, "global_sentence_id": 213, "edu_l1_label": "IOS"}, {"txt": "③ 可实现（Attainable）。", "language": "chinese", "position": {"atoms": [{"position_id": 1040, "txt": "③ 可实现（Attainable）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[97]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 167, "global_sentence_id": 214, "edu_l1_label": "IOS"}, {"txt": "目标可以具有一定的挑战性，但通过努力就能实现。", "language": "chinese", "position": {"atoms": [{"position_id": 1042, "txt": "目标可以具有一定的挑战性，但通过努力就能实现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[97]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 215, "edu_l1_label": "IOS"}, {"txt": "如果设定的目标遥不可及，不切实际，这就毫无意义。", "language": "chinese", "position": {"atoms": [{"position_id": 1043, "txt": "如果设定的目标遥不可及，不切实际，这就毫无意义。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[97]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 216, "edu_l1_label": "IOS"}, {"txt": "简单来说，我们可以跳起来摘桃子，但不能跳起来摘星星。", "language": "chinese", "position": {"atoms": [{"position_id": 1045, "txt": "简单来说，我们可以跳起来摘桃子，但不能跳起来摘星星。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[98]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 168, "global_sentence_id": 217, "edu_l1_label": "IOS"}, {"txt": "④ 相关联的（Relevant）。", "language": "chinese", "position": {"atoms": [{"position_id": 1047, "txt": "④ 相关联的（Relevant）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[99]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 169, "global_sentence_id": 218, "edu_l1_label": "IOS"}, {"txt": "即制定的目标之间具有一定的关联性，这样才能促进最终目标的达成。", "language": "chinese", "position": {"atoms": [{"position_id": 1049, "txt": "即制定的目标之间具有一定的关联性，这样才能促进最终目标的达成。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[99]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 169, "global_sentence_id": 219, "edu_l1_label": "IOS"}, {"txt": "例如，你想减肥，但同时每天练习书法，那就跟减肥的目标没有关联。", "language": "chinese", "position": {"atoms": [{"position_id": 1051, "txt": "例如，你想减肥，但同时每天练习书法，那就跟减肥的目标没有关联。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[100]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 170, "global_sentence_id": 220, "edu_l1_label": "IOS"}, {"txt": "有关联的是什么呢？", "language": "chinese", "position": {"atoms": [{"position_id": 1052, "txt": "有关联的是什么呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[100]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 170, "global_sentence_id": 221, "edu_l1_label": "IOS"}, {"txt": "少吃热量高的食品，以骑自行车代替开车，等等。", "language": "chinese", "position": {"atoms": [{"position_id": 1053, "txt": "少吃热量高的食品，以骑自行车代替开车，等等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[100]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 170, "global_sentence_id": 222, "edu_l1_label": "IOS"}, {"txt": "⑤ 有时限性（Time-bound）。", "language": "chinese", "position": {"atoms": [{"position_id": 1055, "txt": "⑤ 有时限性（Time-bound）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[101]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 171, "global_sentence_id": 223, "edu_l1_label": "IOS"}, {"txt": "有时间限制的。", "language": "chinese", "position": {"atoms": [{"position_id": 1057, "txt": "有时间限制的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[101]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 171, "global_sentence_id": 224, "edu_l1_label": "IOS"}, {"txt": "例如，我要在100天内减去15斤。", "language": "chinese", "position": {"atoms": [{"position_id": 1058, "txt": "例如，我要在100天内减去15斤。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[101]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 171, "global_sentence_id": 225, "edu_l1_label": "IOS"}, {"txt": "定一个好目标，事儿往往就能成一大半。", "language": "chinese", "position": {"atoms": [{"position_id": 1060, "txt": "定一个好目标，事儿往往就能成一大半。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[102]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 172, "global_sentence_id": 226, "edu_l1_label": "IOS"}, {"txt": "2.现状", "language": "chinese", "position": {"atoms": [{"position_id": 1062, "txt": "2.现状", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[103]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 173, "global_sentence_id": 227, "edu_l1_label": "IOS"}, {"txt": "目前已经完成了多少？", "language": "chinese", "position": {"atoms": [{"position_id": 1064, "txt": "目前已经完成了多少？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[104]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 228, "edu_l1_label": "IOS"}, {"txt": "现状是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 1065, "txt": "现状是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[104]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 229, "edu_l1_label": "IOS"}, {"txt": "哪些事影响了你？", "language": "chinese", "position": {"atoms": [{"position_id": 1066, "txt": "哪些事影响了你？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[104]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 230, "edu_l1_label": "IOS"}, {"txt": "你都做过哪些努力？", "language": "chinese", "position": {"atoms": [{"position_id": 1067, "txt": "你都做过哪些努力？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[104]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 231, "edu_l1_label": "IOS"}, {"txt": "效果如何？", "language": "chinese", "position": {"atoms": [{"position_id": 1068, "txt": "效果如何？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[104]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 232, "edu_l1_label": "IOS"}, {"txt": "当我们有了目标后，还要清楚现状，明确自己的位置和坐标系。", "language": "chinese", "position": {"atoms": [{"position_id": 1070, "txt": "当我们有了目标后，还要清楚现状，明确自己的位置和坐标系。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[105]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 175, "global_sentence_id": 233, "edu_l1_label": "IOS"}, {"txt": "3.选择方案", "language": "chinese", "position": {"atoms": [{"position_id": 1072, "txt": "3.选择方案", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[106]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 176, "global_sentence_id": 234, "edu_l1_label": "IOS"}, {"txt": "在接下来的过程中，你都有哪些选择？", "language": "chinese", "position": {"atoms": [{"position_id": 1074, "txt": "在接下来的过程中，你都有哪些选择？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[107]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 235, "edu_l1_label": "IOS"}, {"txt": "想到了哪些办法？", "language": "chinese", "position": {"atoms": [{"position_id": 1075, "txt": "想到了哪些办法？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[107]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 236, "edu_l1_label": "IOS"}, {"txt": "解决方案是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 1076, "txt": "解决方案是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[107]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 237, "edu_l1_label": "IOS"}, {"txt": "在这个阶段，主要是列出有哪些办法。", "language": "chinese", "position": {"atoms": [{"position_id": 1078, "txt": "在这个阶段，主要是列出有哪些办法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[108]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 178, "global_sentence_id": 238, "edu_l1_label": "IOS"}, {"txt": "要尽量想出更多方案。", "language": "chinese", "position": {"atoms": [{"position_id": 1079, "txt": "要尽量想出更多方案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[108]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 178, "global_sentence_id": 239, "edu_l1_label": "IOS"}, {"txt": "4.行动", "language": "chinese", "position": {"atoms": [{"position_id": 1081, "txt": "4.行动", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[109]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 179, "global_sentence_id": 240, "edu_l1_label": "IOS"}, {"txt": "你打算怎么做？", "language": "chinese", "position": {"atoms": [{"position_id": 1083, "txt": "你打算怎么做？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[110]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 180, "global_sentence_id": 241, "edu_l1_label": "IOS"}, {"txt": "何时是进行下一步的最好时机？", "language": "chinese", "position": {"atoms": [{"position_id": 1084, "txt": "何时是进行下一步的最好时机？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[110]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 180, "global_sentence_id": 242, "edu_l1_label": "IOS"}, {"txt": "行动计划是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 1085, "txt": "行动计划是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[110]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 180, "global_sentence_id": 243, "edu_l1_label": "IOS"}, {"txt": "你还需要谁的帮助和支持？", "language": "chinese", "position": {"atoms": [{"position_id": 1086, "txt": "你还需要谁的帮助和支持？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[110]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 180, "global_sentence_id": 244, "edu_l1_label": "IOS"}, {"txt": "还有哪些资源是必须的？", "language": "chinese", "position": {"atoms": [{"position_id": 1087, "txt": "还有哪些资源是必须的？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[110]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 180, "global_sentence_id": 245, "edu_l1_label": "IOS"}, {"txt": "总之，要做到件件有着落，需要我们不慌乱，踏踏实实，有条有理去做事。", "language": "chinese", "position": {"atoms": [{"position_id": 1089, "txt": "总之，要做到件件有着落，需要我们不慌乱，踏踏实实，有条有理去做事。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[111]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 181, "global_sentence_id": 246, "edu_l1_label": "IOS"}, {"txt": "04", "language": "chinese", "position": {"atoms": [{"position_id": 1091, "txt": "04", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[112]/section/section/p[2]/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 182, "global_sentence_id": 247, "edu_l1_label": "BOS"}, {"txt": "事事有回音", "language": "chinese", "position": {"atoms": [{"position_id": 1093, "txt": "事事有回音", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[112]/section/section/section/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 183, "global_sentence_id": 248, "edu_l1_label": "IOS"}, {"txt": "所谓事事有回音，就是给人确定性。", "language": "chinese", "position": {"atoms": [{"position_id": 1095, "txt": "所谓事事有回音，就是给人确定性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[113]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 184, "global_sentence_id": 249, "edu_l1_label": "IOS"}, {"txt": "为什么这么说？", "language": "chinese", "position": {"atoms": [{"position_id": 1097, "txt": "为什么这么说？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[114]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 185, "global_sentence_id": 250, "edu_l1_label": "IOS"}, {"txt": "打个比方，我们站在山上，对着山谷大喊一声。", "language": "chinese", "position": {"atoms": [{"position_id": 1099, "txt": "打个比方，我们站在山上，对着山谷大喊一声。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[115]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 251, "edu_l1_label": "IOS"}, {"txt": "接着，我们就听到了山谷的“回音”。", "language": "chinese", "position": {"atoms": [{"position_id": 1100, "txt": "接着，我们就听到了山谷的“回音”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[115]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 252, "edu_l1_label": "IOS"}, {"txt": "这是声音的反射，也可以说是反馈。", "language": "chinese", "position": {"atoms": [{"position_id": 1101, "txt": "这是声音的反射，也可以说是反馈。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[115]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 253, "edu_l1_label": "IOS"}, {"txt": "管理上，也是如此。", "language": "chinese", "position": {"atoms": [{"position_id": 1103, "txt": "管理上，也是如此。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[116]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 187, "global_sentence_id": 254, "edu_l1_label": "IOS"}, {"txt": "一件事出来，如果不声不响地消失了，那就不是“有回音”。", "language": "chinese", "position": {"atoms": [{"position_id": 1104, "txt": "一件事出来，如果不声不响地消失了，那就不是“有回音”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[116]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 187, "global_sentence_id": 255, "edu_l1_label": "IOS"}, {"txt": "如果事情太难，无法完成，那至少也要给一个反馈。", "language": "chinese", "position": {"atoms": [{"position_id": 1106, "txt": "如果事情太难，无法完成，那至少也要给一个反馈。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[117]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 188, "global_sentence_id": 256, "edu_l1_label": "IOS"}, {"txt": "“对不起，我尝试运用了各种方法，依然没有完成。", "language": "chinese", "position": {"atoms": [{"position_id": 1107, "txt": "“对不起，我尝试运用了各种方法，依然没有完成。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[117]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 188, "global_sentence_id": 257, "edu_l1_label": "IOS"}, {"txt": "目前进度60%，状态是……”", "language": "chinese", "position": {"atoms": [{"position_id": 1108, "txt": "目前进度60%，状态是……”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[117]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 188, "global_sentence_id": 258, "edu_l1_label": "IOS"}, {"txt": "对于管理者来说，一件事能够得到及时的回应和反馈，他们就能了解进展，心里有数，就可以更方便地安排工作。", "language": "chinese", "position": {"atoms": [{"position_id": 1110, "txt": "对于管理者来说，一件事能够得到及时的回应和反馈，他们就能了解进展，心里有数，就可以更方便地安排工作。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[118]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 189, "global_sentence_id": 259, "edu_l1_label": "IOS"}, {"txt": "放到个人身上来说，何尝不是如此。", "language": "chinese", "position": {"atoms": [{"position_id": 1112, "txt": "放到个人身上来说，何尝不是如此。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[119]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 190, "global_sentence_id": 260, "edu_l1_label": "IOS"}, {"txt": "心里有数，我们就能合理分配时间和精力，防止突发的意外情况。", "language": "chinese", "position": {"atoms": [{"position_id": 1113, "txt": "心里有数，我们就能合理分配时间和精力，防止突发的意外情况。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[119]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 190, "global_sentence_id": 261, "edu_l1_label": "IOS"}, {"txt": "比如，那位项目经理，在执行的过程中。", "language": "chinese", "position": {"atoms": [{"position_id": 1115, "txt": "比如，那位项目经理，在执行的过程中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[120]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 191, "global_sentence_id": 262, "edu_l1_label": "IOS"}, {"txt": "上级突然来询问项目进展，如果他回答：", "language": "chinese", "position": {"atoms": [{"position_id": 1116, "txt": "上级突然来询问项目进展，如果他回答：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[120]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 191, "global_sentence_id": 263, "edu_l1_label": "IOS"}, {"txt": "“我们现在遇到困难，正在解决。”", "language": "chinese", "position": {"atoms": [{"position_id": 1117, "txt": "“我们现在遇到困难，正在解决。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[120]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 191, "global_sentence_id": 264, "edu_l1_label": "IOS"}, {"txt": "如果你是他的上级，得到这样的回复，你会怎么想。", "language": "chinese", "position": {"atoms": [{"position_id": 1119, "txt": "如果你是他的上级，得到这样的回复，你会怎么想。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[121]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 265, "edu_l1_label": "IOS"}, {"txt": "是的，这个回答很敷衍。", "language": "chinese", "position": {"atoms": [{"position_id": 1121, "txt": "是的，这个回答很敷衍。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[122]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 193, "global_sentence_id": 266, "edu_l1_label": "IOS"}, {"txt": "至少也应该简述一下项目进度和具体情况。", "language": "chinese", "position": {"atoms": [{"position_id": 1122, "txt": "至少也应该简述一下项目进度和具体情况。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[122]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 193, "global_sentence_id": 267, "edu_l1_label": "IOS"}, {"txt": "比如，目前进度是50%，但遇到技术难题，正在跟团队协商解决，预计可以按时完成。", "language": "chinese", "position": {"atoms": [{"position_id": 1124, "txt": "比如，目前进度是50%，但遇到技术难题，正在跟团队协商解决，预计可以按时完成。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[123]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 194, "global_sentence_id": 268, "edu_l1_label": "IOS"}, {"txt": "这样，上级心里就有数了，对项目整体就有了掌握，有了确定性。", "language": "chinese", "position": {"atoms": [{"position_id": 1126, "txt": "这样，上级心里就有数了，对项目整体就有了掌握，有了确定性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[124]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 195, "global_sentence_id": 269, "edu_l1_label": "IOS"}, {"txt": "事事有回音，也是良好的态度和人际关系能力的体现，这是我们对他人的尊重。", "language": "chinese", "position": {"atoms": [{"position_id": 1128, "txt": "事事有回音，也是良好的态度和人际关系能力的体现，这是我们对他人的尊重。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[125]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 196, "global_sentence_id": 270, "edu_l1_label": "IOS"}, {"txt": "有了这种确定性，别人会更有信心与我们合作，信任我们。", "language": "chinese", "position": {"atoms": [{"position_id": 1129, "txt": "有了这种确定性，别人会更有信心与我们合作，信任我们。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[125]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 196, "global_sentence_id": 271, "edu_l1_label": "IOS"}, {"txt": "同时，事事有回音，也涉及有效的沟通和信息流动。", "language": "chinese", "position": {"atoms": 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"position": {"atoms": [{"position_id": 1136, "txt": "团队成员之间，就能更好地规划和执行任务。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[128]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 199, "global_sentence_id": 275, "edu_l1_label": "IOS"}, {"txt": "05", "language": "chinese", "position": {"atoms": [{"position_id": 1138, "txt": "05", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[129]/section/section/p[2]/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 200, "global_sentence_id": 276, "edu_l1_label": "BOS"}, {"txt": "结语", "language": "chinese", "position": {"atoms": [{"position_id": 1140, "txt": "结语", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[129]/section/section/section/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 201, "global_sentence_id": 277, "edu_l1_label": "IOS"}, {"txt": "凡事有交代，件件有着落，事事有回音。", "language": "chinese", "position": {"atoms": [{"position_id": 1142, "txt": "凡事有交代，件件有着落，事事有回音。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[130]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 202, "global_sentence_id": 278, "edu_l1_label": "IOS"}, {"txt": "这不仅是靠谱的特征，也是团队内部通力合作的基础，能帮助成员之间达成“背靠背”的关系，减少内耗。", "language": "chinese", "position": {"atoms": [{"position_id": 1144, "txt": "这不仅是靠谱的特征，也是团队内部通力合作的基础，能帮助成员之间达成“背靠背”的关系，减少内耗。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[131]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 203, "global_sentence_id": 279, "edu_l1_label": "IOS"}, {"txt": "劲往一处使，眼朝外部看，心向目标齐。", "language": "chinese", "position": {"atoms": [{"position_id": 1146, "txt": "劲往一处使，眼朝外部看，心向目标齐。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[132]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 204, "global_sentence_id": 280, "edu_l1_label": "IOS"}, {"txt": "这样，团队才会形成高效的协作网络。", "language": "chinese", "position": {"atoms": [{"position_id": 1148, "txt": "这样，团队才会形成高效的协作网络。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[133]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 205, "global_sentence_id": 281, "edu_l1_label": "IOS"}, {"txt": "拉得出、冲得上、打得赢！", "language": "chinese", "position": {"atoms": [{"position_id": 1150, "txt": "拉得出、冲得上、打得赢！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[134]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 206, "global_sentence_id": 282, "edu_l1_label": "IOS"}, {"txt": "参考资料：", "language": "chinese", "position": {"atoms": [{"position_id": 1152, "txt": "参考资料：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[33]/span/span"}]}, "tags": [], "label": "reference", "web_segment_id": 207, "global_sentence_id": 283, "edu_l1_label": "EDU_O"}, {"txt": "1.《让你脱颖而出的4种底层能力》，洞见；", "language": "chinese", "position": {"atoms": [{"position_id": 1154, "txt": "1.《让你脱颖而出的4种底层能力》，洞见；", "x": 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# 凡事有交代，件件有着落，事事有回音 ## 01靠谱的人，就该被狠狠地奖励 ## 02凡事有交代 ## 03件件有着落 ## 04事事有回音 ## 05结语
19df119c-cdd6-4dca-867d-602501245c65
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"web_segment_id": 0, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "尽管近期有前期堵窑口产线陆续恢复产出，但考虑到这部分供给增量弹性有限，且截至目前尚无新窑炉点火（甚至3 月1 日还有一条唐山金信650t/d窑炉停产冷修），我们预计3-4 月玻璃库存将呈现持续下行趋势，同时考虑到组件价格上涨后对成本端涨价接受能力提升，预计后续玻璃价格仍有进一步上行空间。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.649, 0.573, 0.949, 0.585], [0.09, 0.587, 0.95, 0.6], [0.09, 0.601, 0.95, 0.614], [0.09, 0.616, 0.496, 0.628]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.053, 0.642, 0.064, 0.651]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 20, "global_sentence_id": 99, "edu_l1_label": "EDU_O"}, {"txt": "三、投资建议：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.09, 0.639, 0.212, 0.651]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 13, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "当前光储板块仍是业绩、情绪、关注度的三重底部，重申年度策略提出的“玻璃、电池片、新技术、大储”四大核心推荐方向，短期重点关注有望受组件排产拉升驱动而实现盈利改善弹性最显著的：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.212, 0.639, 0.948, 0.651], [0.09, 0.653, 0.881, 0.666]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 13, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "玻璃、电池片、胶膜环节。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.881, 0.653, 0.949, 0.666], [0.09, 0.667, 0.231, 0.68]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 13, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.051, 0.692, 0.068, 0.704]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 19, "global_sentence_id": 103, "edu_l1_label": "EDU_O"}, {"txt": "我们此前反复强调，低库存+严控产+终端需求复苏，将驱动春节后产业链量价修复，甚至因触发需求端“买涨不买跌”情绪而形成阶段性正循环，并建议大家在情绪低位布局。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.09, 0.691, 0.95, 0.703], [0.09, 0.705, 0.579, 0.717]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "近期分布式及新能源入市政策节点的设置则一步放大了这种效果，产业链表现出的量价右侧强度超预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.579, 0.705, 0.949, 0.717], [0.09, 0.719, 0.531, 0.732]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": 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0.847]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 17, "global_sentence_id": 115, "edu_l1_label": "EDU_O"}, {"txt": "海上风电首次纳入政府工作报告，行业景气度持续向上。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.088, 0.833, 0.527, 0.846]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": " 3 月5 日，国务院总理李强代表国务院，向十四届全国人大三次会议作政府工作报告，报告提到 “加快建设‘沙戈荒’新能源基地，发展海上风电，统筹就地消纳和外送通道建设”，发展海上风电首次纳入政府工作报告。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.527, 0.833, 0.951, 0.846], [0.088, 0.847, 0.948, 0.86], [0.088, 0.862, 0.501, 0.874]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "3 月6 日，中国电力报刊发国家能源局新能源和可再生能源司司长李创军署名文章《推动新能源和可再生能源发展再上新台阶》，提出“大力推动海上风电发展走向深水远岸”，深远海风电渐行渐近。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.501, 0.862, 0.951, 0.874], [0.088, 0.876, 0.949, 0.888], [0.088, 0.89, 0.309, 0.903]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": " 本周多个海风项目取得良好进展：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.053, 0.913, 0.353, 0.926]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "1）华能发布启东H4#、射阳南区H6#海风项目可研及勘察设计招标公告，江苏新一轮竞配项目前期开标工作陆续启动；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.353, 0.913, 0.949, 0.926], [0.088, 0.928, 0.406, 0.94]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "2）华能山东半岛北L 海风项目500kV 送出工程EPC 项目预中标公示；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.406, 0.928, 0.948, 0.94]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "3）山海关海风一期海缆中标公示，起帆中标220kV 海缆、66kV 海缆采购；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.088, 0.942, 0.668, 0.954]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "4），南网阳江三山岛海上风电柔直输", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.668, 0.942, 0.951, 0.954]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": 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"language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9900000, "bbox": [[0.618, 0.313, 0.951, 0.325], [0.088, 0.327, 0.813, 0.339]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 308, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10000000, "bbox": [[0.053, 0.354, 0.064, 0.364]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 27, "global_sentence_id": 309, "edu_l1_label": "EDU_O"}, {"txt": "而版本看，我们可以粗略将H1/H3 视作同一个版本，采用多个供应商的策略；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10100000, "bbox": [[0.088, 0.351, 0.69, 0.364]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 310, "edu_l1_label": "IOS"}, {"txt": "H7/H9 视作同一个版本，统一采用极氪高阶智驾；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10100000, "bbox": [[0.69, 0.351, 0.951, 0.364], [0.088, 0.365, 0.212, 0.378]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 311, "edu_l1_label": "IOS"}, {"txt": "H5 则介于二者之间。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10100000, "bbox": [[0.212, 0.365, 0.373, 0.378]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 312, "edu_l1_label": "IOS"}, {"txt": "自此之后，吉利汽车的高阶智驾方案彻底统一为极氪方案，过去每个品牌都有不同的方案，方案实际上是大幅精简了的。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10100000, "bbox": [[0.373, 0.365, 0.949, 0.378], [0.088, 0.38, 0.44, 0.392]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 313, "edu_l1_label": "IOS"}, {"txt": "市场目前忧虑版本划分问题，是公司战术上的失误，但战略上目标已达成。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10100000, "bbox": [[0.44, 0.38, 0.949, 0.392], [0.088, 0.394, 0.159, 0.406]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 314, "edu_l1_label": "IOS"}, {"txt": "2、新车亦符合预期，关注后续新车周期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.088, 0.417, 0.412, 0.429]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 315, "edu_l1_label": "IOS"}, {"txt": "银河E8 改款后其后排空间差，内饰过于个性化的问题被解决。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.412, 0.417, 0.897, 0.429]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 316, "edu_l1_label": "IOS"}, {"txt": "但相对比亚迪的产品看，劣势在于其品牌力、渠道力双角度都比较弱势，且产品外观仍有争议；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.897, 0.417, 0.949, 0.429], [0.088, 0.431, 0.774, 0.444]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 317, "edu_l1_label": "IOS"}, {"txt": "有点则在于其定价维持了吉利一贯的竞争力策略，相对比亚迪汉EV，定价更低且配置明显更高。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.774, 0.431, 0.948, 0.444], [0.088, 0.446, 0.658, 0.458]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 318, "edu_l1_label": "IOS"}, {"txt": "综合考虑，我们预计银河E8 月销有望相对老款提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.658, 0.446, 0.951, 0.458], [0.088, 0.46, 0.212, 0.472]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 319, "edu_l1_label": "IOS"}, {"txt": "■关注后续新车周期：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10300000, "bbox": [[0.0, 0.0, 0.0, 0.0], [0.088, 0.484, 0.247, 0.496]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 320, "edu_l1_label": "IOS"}, {"txt": "星耀8 已经亮相，后续公司银河4 款、领克2 款、极氪3 款新车在路上，若能维持一贯的定价策略，结合本次智驾上车，公司产品仍有竞争力，后续新车周期值得关注。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10300000, "bbox": [[0.247, 0.484, 0.951, 0.496], [0.088, 0.498, 0.689, 0.511]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 321, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10400000, "bbox": [[0.05, 0.521, 0.067, 0.536]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 26, "global_sentence_id": 322, "edu_l1_label": "EDU_O"}, {"txt": "投资建议：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10500000, "bbox": [[0.088, 0.521, 0.177, 0.534]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 323, "edu_l1_label": "IOS"}, {"txt": "吉利汽车成本低、爆款强、智能化发力，新车周期销量有望向上，持续关注。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10500000, "bbox": [[0.177, 0.521, 0.777, 0.534]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 324, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.05, 0.545, 0.071, 0.559]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 25, "global_sentence_id": 325, "edu_l1_label": "EDU_O"}, {"txt": "问界M8 正式开启预售：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.088, 0.544, 0.279, 0.557]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 17, "global_sentence_id": 326, "edu_l1_label": "IOS"}, {"txt": "预售价36.8 万起略超预期，持续关注华为系边际机会", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.279, 0.544, 0.695, 0.557]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 17, "global_sentence_id": 327, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.05, 0.57, 0.061, 0.582]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 24, "global_sentence_id": 328, "edu_l1_label": "EDU_O"}, {"txt": "事件：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10900000, "bbox": [[0.088, 0.569, 0.141, 0.581]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 329, "edu_l1_label": "IOS"}, {"txt": "3 月6 日上午，问界M8 正式开启预售，新车定位家庭智慧旗舰SUV，仅提供增程动力；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10900000, "bbox": [[0.141, 0.569, 0.838, 0.581]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 330, "edu_l1_label": "IOS"}, {"txt": "新车车身尺寸5190/1999/1795mm，轴距 3105mm，提供 5 座和 6 座布局；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10900000, "bbox": [[0.838, 0.569, 0.948, 0.581], [0.088, 0.583, 0.555, 0.595]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 331, "edu_l1_label": "IOS"}, {"txt": "新车预售价36.8 万元起，略超预期，预计正式上市有望进一步降低。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10900000, "bbox": [[0.555, 0.583, 0.949, 0.595], [0.088, 0.597, 0.23, 0.609]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 332, "edu_l1_label": "IOS"}, {"txt": "■点评：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11000000, "bbox": [[0.0, 0.0, 0.0, 0.0], [0.088, 0.62, 0.141, 0.633]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 16, "global_sentence_id": 333, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11100000, "bbox": [[0.05, 0.646, 0.062, 0.658]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 22, "global_sentence_id": 334, "edu_l1_label": "EDU_O"}, {"txt": "1、如何看待新车销量：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.088, 0.644, 0.274, 0.657]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 335, "edu_l1_label": "IOS"}, {"txt": "定价略超预期爆款预定。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.274, 0.644, 0.468, 0.657]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 336, "edu_l1_label": "IOS"}, {"txt": "1）相对竞品：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.468, 0.644, 0.583, 0.657]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 337, "edu_l1_label": "IOS"}, {"txt": "M8 具有明显的错位效应。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.583, 0.644, 0.783, 0.657]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 338, "edu_l1_label": "IOS"}, {"txt": "M8 目前已上市车型的竞品主要是理想L8，未上市产品中包括领克900、腾势N9 等。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.783, 0.644, 0.948, 0.657], [0.088, 0.659, 0.576, 0.671]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 339, "edu_l1_label": "IOS"}, {"txt": "相比理想L8，M8 虽然价格更贵（低配贵4 万元正式上市预计贵2-3 万），但是尺寸更大，且华为品牌号召力更强；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.576, 0.659, 0.94, 0.671], [0.088, 0.673, 0.608, 0.685]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 340, "edu_l1_label": "IOS"}, {"txt": "相对腾势N9/理想L9 等，M8 尺寸稍小但定价明显更低。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.608, 0.673, 0.951, 0.685], [0.088, 0.687, 0.177, 0.699]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 341, "edu_l1_label": "IOS"}, {"txt": "综合产品尺寸、定价看，M8 的错位竞争效应明显。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.177, 0.687, 0.57, 0.699]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 342, "edu_l1_label": "IOS"}, {"txt": "一", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11300000, "bbox": [[0.062, 0.646, 0.071, 0.658]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 23, "global_sentence_id": 343, "edu_l1_label": "EDU_O"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11300000, "bbox": [[0.053, 0.713, 0.066, 0.721]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 21, "global_sentence_id": 344, "edu_l1_label": "EDU_O"}, {"txt": "2）相对华为系内部：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.088, 0.71, 0.256, 0.723]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 345, "edu_l1_label": "IOS"}, {"txt": "错位效应持续、整体是扩容。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.256, 0.71, 0.486, 0.723]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 346, "edu_l1_label": "IOS"}, {"txt": "M8 定价相对M7 明显更高；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.486, 0.71, 0.695, 0.723]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 347, "edu_l1_label": "IOS"}, {"txt": "相对M9，缺少了4 激光雷达的高配硬件，并预计在底盘用料、内饰设计上做区隔。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.695, 0.71, 0.948, 0.723], [0.088, 0.724, 0.474, 0.737]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 348, "edu_l1_label": "IOS"}, {"txt": "我们认为，M8 或小幅影响M9 销量，吸引部分M9 低配人群选择M8。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.474, 0.724, 0.951, 0.737], [0.088, 0.739, 0.124, 0.751]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 349, "edu_l1_label": "IOS"}, {"txt": "但整体上看，由于M8 所处的35-45 万市场并无华为系家用SUV 存在，因而相对M9 更多是市场下沉和扩容因而问界品牌销量应该是触底反弹的。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.124, 0.739, 0.941, 0.751], [0.088, 0.753, 0.389, 0.765]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 350, "edu_l1_label": "IOS"}, {"txt": "综上所述，新车上市后我们预计销量应大于巅峰M9。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.389, 0.753, 0.804, 0.765]]}]}, "tags": 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[[0.274, 0.436, 0.555, 0.448]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 404, "edu_l1_label": "IOS"}, {"txt": "岚图2 月交付8013 辆，深蓝1.87 万辆，广汽埃安2.01 万辆；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13400000, "bbox": [[0.555, 0.436, 0.951, 0.448], [0.088, 0.45, 0.182, 0.462]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 405, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13500000, "bbox": [[0.051, 0.475, 0.061, 0.487]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 30, "global_sentence_id": 406, "edu_l1_label": "EDU_O"}, {"txt": "持续看好25 年车市需求，看好整车车企销量及业绩兑现，关注AI+机器人+智能化下整车车企边际估值重塑机会。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13500000, "bbox": [[0.088, 0.473, 0.95, 0.486]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 21, "global_sentence_id": 407, "edu_l1_label": "IOS"}, {"txt": "1、持续看好25 年市场需求：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.088, 0.495, 0.323, 0.507]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 408, "edu_l1_label": "IOS"}, {"txt": "政策已出台，新车周期到来，看好25 年市场销量维持强势。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.323, 0.495, 0.791, 0.507]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 409, "edu_l1_label": "IOS"}, {"txt": "1）需求端：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.791, 0.495, 0.886, 0.507]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 410, "edu_l1_label": "IOS"}, {"txt": "1 月8 日国家发改委已下发25 年以旧换新政策，政策刺激下25 年需求无忧，考虑以旧换新政策对电车将有一定倾斜，预计全年需求、尤其是全年电车需求将维持强势，电车渗透率有望破新高；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.886, 0.495, 0.951, 0.507], [0.088, 0.509, 0.951, 0.521], [0.088, 0.523, 0.654, 0.536]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 411, "edu_l1_label": "IOS"}, {"txt": "2）供给端：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.654, 0.523, 0.75, 0.536]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 412, "edu_l1_label": "IOS"}, {"txt": "24 年受市场价格战影响车企新车有后延现象，25 年电车市场将迎新一轮新车潮，比亚迪、吉利汽车、小鹏汽车、理想汽车等主流车企均将进入新车周期，新车供给提升将刺激电车需求持续释放。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.75, 0.523, 0.932, 0.536], [0.088, 0.537, 0.951, 0.55], [0.088, 0.552, 0.548, 0.564]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 413, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13700000, "bbox": [[0.051, 0.497, 0.063, 0.508]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 29, "global_sentence_id": 414, "edu_l1_label": "EDU_O"}, {"txt": "■2、看好乘用车板块。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.0, 0.0, 0.0, 0.0], [0.088, 0.573, 0.261, 0.585]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 415, "edu_l1_label": "IOS"}, {"txt": "25 年的市场是竞争更加激烈的市场，25 年的整车市场是竞争加剧的市场，我们从基本面、信息面、情绪面三个维度，综合考量乘用车整车板块的投资策略，其中：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.261, 0.573, 0.96, 0.585], [0.088, 0.587, 0.654, 0.6]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 416, "edu_l1_label": "IOS"}, {"txt": "1）从基本面兑现角度：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13900000, "bbox": [[0.088, 0.609, 0.275, 0.621]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 417, "edu_l1_label": "IOS"}, {"txt": "推荐强爆款打造能力+强新车周期的比亚迪、小鹏汽车和零跑汽车，关注吉利汽车，在“以旧换新”政策加持下，以上公司25 年具备业绩超预期之可能；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13900000, "bbox": [[0.275, 0.609, 0.95, 0.621], [0.088, 0.623, 0.575, 0.635]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 418, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14000000, "bbox": [[0.05, 0.61, 0.065, 0.622]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 28, "global_sentence_id": 419, "edu_l1_label": "EDU_O"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14000000, "bbox": [[0.049, 0.646, 0.066, 0.658]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 27, "global_sentence_id": 420, "edu_l1_label": "EDU_O"}, {"txt": "1.00 2）从信息面角度：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14100000, "bbox": [[0.066, 0.642, 0.952, 0.688]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 421, "edu_l1_label": "IOS"}, {"txt": "边际关注华为系新车周期动态，长期建议关注具备稀缺性、唯一性的江淮汽车，25 年边际关注赛力斯（问界M8，爆款确定性最强）、北汽蓝谷（享界S9 增程+后续SUV）、上汽集团（新品牌尚界新车年底上市）；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14100000, "bbox": [[0.066, 0.642, 0.952, 0.688]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 422, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14200000, "bbox": [[0.05, 0.696, 0.071, 0.707]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 25, "global_sentence_id": 423, "edu_l1_label": "EDU_O"}, {"txt": "3）从情绪面角度：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14300000, "bbox": [[0.088, 0.694, 0.243, 0.707]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 424, "edu_l1_label": "IOS"}, {"txt": "关注智驾浪潮下港股汽车股向科技股估值切换机会，其中的软件壁垒将使得市场竞争出现明显的滚雪球效应，先发优势强者胜；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14300000, "bbox": [[0.243, 0.694, 0.95, 0.707], [0.088, 0.708, 0.37, 0.721]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 425, "edu_l1_label": "IOS"}, {"txt": "若市场乐观情绪维持，则建议关注软件打造能力强、当前软硬件布局积极的新势力车企，优选小鹏汽车+理想汽车+小米集团。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14300000, "bbox": [[0.37, 0.708, 0.948, 0.721], [0.088, 0.723, 0.477, 0.735]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 426, "edu_l1_label": "IOS"}, {"txt": "10", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14400000, "bbox": [[0.071, 0.696, 0.086, 0.707]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 26, "global_sentence_id": 427, "edu_l1_label": "EDU_O"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14400000, "bbox": [[0.052, 0.746, 0.063, 0.758]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 24, "global_sentence_id": 428, "edu_l1_label": "EDU_O"}, {"txt": "锂电：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14500000, "bbox": [[0.088, 0.744, 0.144, 0.757]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 20, "global_sentence_id": 429, "edu_l1_label": "IOS"}, {"txt": "特朗普再加对华电池关税，综合税率升至约50%", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14500000, "bbox": [[0.144, 0.744, 0.513, 0.757]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 20, "global_sentence_id": 430, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14600000, "bbox": [[0.052, 0.769, 0.066, 0.781]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 23, "global_sentence_id": 431, "edu_l1_label": "EDU_O"}, {"txt": "LG 化学2025 上半年量产无前驱体三元正极材料。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14700000, "bbox": [[0.088, 0.767, 0.474, 0.78]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 432, "edu_l1_label": "IOS"}, {"txt": "■", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14800000, "bbox": [[0.051, 0.793, 0.063, 0.805]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 22, "global_sentence_id": 433, "edu_l1_label": "EDU_O"}, {"txt": "在近日举办的InterBattery2025 展览会上，LG 化学展示了名为“LG Precursor-Free”的无前驱体正极材料，主要针对高镍和中镍电池，并宣布计划在2025 年上半年量产该材料。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14900000, "bbox": [[0.088, 0.791, 0.949, 0.804], [0.088, 0.806, 0.613, 0.818]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 434, "edu_l1_label": "IOS"}, {"txt": "据悉，这一技术通过直接烧结定制金属，省去了传统前驱体制造过程，不仅提升了电池在低温下的稳定性，还能减少工业废水和碳排放。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14900000, "bbox": [[0.613, 0.806, 0.949, 0.818], [0.088, 0.82, 0.813, 0.832]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 435, "edu_l1_label": "IOS"}, {"txt": "LG 化学表示，这一被称为下一代技术的产品将逐步整合到未来产品线中，与其关联公司LG 新能源的中镍电池量产计划相辅相成。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15000000, "bbox": [[0.088, 0.844, 0.951, 0.856], [0.088, 0.858, 0.23, 0.871]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 436, "edu_l1_label": "IOS"}, {"txt": "LG 的无前驱体技术专注于高镍（镍含量超95%）和中镍（镍含量50-70%）电池。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15000000, "bbox": [[0.23, 0.858, 0.847, 0.871]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 437, "edu_l1_label": "IOS"}, {"txt": " LG 化学早在2023 年便开始研发这一技术，当时目标是通过省去前驱体环节降低制造成本并实现碳中和承诺。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15000000, "bbox": [[0.847, 0.858, 0.949, 0.871], [0.088, 0.872, 0.839, 0.885]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 438, "edu_l1_label": "IOS"}, {"txt": "传统前驱体由镍、钴、锰等金属化合物制成，占据正极材料60-70%的成本，且生产过程会排放温室气体。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15000000, "bbox": [[0.839, 0.872, 0.949, 0.885], [0.088, 0.887, 0.794, 0.899]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 439, "edu_l1_label": "IOS"}, {"txt": "而新工艺通过同时溶解金属和锂并采用湿法研磨直接生成正极材料，不仅简化流程，还能摆脱对中国主导的三元前驱体供应链的依赖（中国占全球三元前驱体市场90%）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15000000, "bbox": [[0.794, 0.887, 0.951, 0.899], [0.088, 0.901, 0.949, 0.913], [0.088, 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"position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 22900000, "bbox": [[0.739, 0.111, 0.951, 0.124], [0.053, 0.126, 0.252, 0.138]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 616, "edu_l1_label": "IOS"}, {"txt": "根据百川盈孚，供应方面：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23000000, "bbox": [[0.053, 0.147, 0.264, 0.159]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 617, "edu_l1_label": "IOS"}, {"txt": "本周国内多数电解钴冶炼厂维持满负荷生产节奏，虽然个别企业有减产行为，但整体影响不大，供应较为充足。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23000000, "bbox": [[0.264, 0.147, 0.949, 0.159], [0.053, 0.161, 0.23, 0.174]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 618, "edu_l1_label": "IOS"}, {"txt": "需求方面：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23100000, "bbox": [[0.053, 0.183, 0.141, 0.195]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 619, "edu_l1_label": "IOS"}, {"txt": "本周海外市场整体需求较为平淡，国际钴价小幅上调。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23100000, "bbox": [[0.141, 0.183, 0.563, 0.195]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 620, "edu_l1_label": "IOS"}, {"txt": "国内下游磁材与合金市场存在采购需求，场内企业询盘积极，但考虑钴市暂不稳定，实际成交较少。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23100000, "bbox": [[0.563, 0.183, 0.949, 0.195], [0.053, 0.197, 0.442, 0.209]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 621, "edu_l1_label": "IOS"}, {"txt": "成本方面：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, 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"language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23500000, "bbox": [[0.265, 0.354, 0.559, 0.366]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 638, "edu_l1_label": "IOS"}, {"txt": "下游维持安全库存策略。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23500000, "bbox": [[0.559, 0.354, 0.747, 0.366]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 639, "edu_l1_label": "IOS"}, {"txt": "期货注册仓单量降至44439吨，仓单压力缓解。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23500000, "bbox": [[0.747, 0.354, 0.948, 0.366], [0.053, 0.368, 0.212, 0.38]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 640, "edu_l1_label": "IOS"}, {"txt": "需求端：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, 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{"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23700000, "bbox": [[0.053, 0.439, 0.159, 0.452]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 644, "edu_l1_label": "IOS"}, {"txt": "锂矿价格延续强势，周内某厂商1.6 万吨锂辉石精矿拍卖以6701 元/吨成交（折碳酸锂完全成本超8 万元/吨），碳酸锂成本端支撑力度不减。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23700000, "bbox": [[0.159, 0.439, 0.951, 0.452], [0.053, 0.454, 0.352, 0.466]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 645, "edu_l1_label": "IOS"}, {"txt": "行业利润分层显著：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23700000, "bbox": [[0.352, 0.454, 0.51, 0.466]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 646, "edu_l1_label": "IOS"}, {"txt": "外采矿企业吨亏损维持，盐湖提锂及自有矿企业仍有利润空间，代工企业订单增长，仍有盈利。", "language": "chinese", 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{"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23800000, "bbox": [[0.772, 0.489, 0.949, 0.502], [0.053, 0.503, 0.809, 0.516]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 650, "edu_l1_label": "IOS"}, {"txt": "供应方的挺价意愿有所松动，态度趋于谨慎，市场交易较为平淡，实际成交数量有限。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23800000, "bbox": [[0.809, 0.503, 0.949, 0.516], [0.053, 0.518, 0.579, 0.53]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 651, "edu_l1_label": "IOS"}, {"txt": "同时，原料碳酸锂的成交重心偏弱，进一步推动整体市场下行。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23800000, "bbox": [[0.579, 0.518, 0.949, 0.53], [0.053, 0.532, 0.177, 0.544]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 652, "edu_l1_label": "IOS"}, {"txt": "供应方面：", "language": 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0.866, 0.348]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 695, "edu_l1_label": "IOS"}, {"txt": "图表11：正极材料价格（万元/吨）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 25500000, "bbox": [[0.056, 0.36, 0.327, 0.374]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 696, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 25600000, "bbox": [[0.064, 0.382, 0.959, 0.633]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 1, "global_sentence_id": 697, "edu_l1_label": "EDU_O"}, {"txt": "来源：鑫椤锂电，国金证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 25700000, "bbox": [[0.054, 0.647, 0.244, 0.658]]}]}, "tags": ["figure_caption"], "label": "figure_title", 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"position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28600000, "bbox": [[0.754, 0.393, 0.949, 0.405], [0.053, 0.407, 0.721, 0.42]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 787, "edu_l1_label": "IOS"}, {"txt": "供需双弱之下，下游电芯厂为确保采购量，大多已停止压价 ，因此本周隔膜价格持稳运行。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28600000, "bbox": [[0.721, 0.407, 0.949, 0.42], [0.053, 0.421, 0.539, 0.434]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 788, "edu_l1_label": "IOS"}, {"txt": "供需方面：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28700000, "bbox": [[0.053, 0.443, 0.141, 0.455]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 789, "edu_l1_label": "IOS"}, {"txt": "本周隔膜周产量在48600 万平方米左右，较上周不变，开工率同步不调。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28700000, "bbox": [[0.141, 0.443, 0.71, 0.455]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 790, "edu_l1_label": "IOS"}, {"txt": "目前隔膜主流冶炼厂开工低位企业多倾向于控制库存，各大隔膜厂商的生产量级出现不同程度的缩减，市场整体开工率呈下行趋势。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28700000, "bbox": [[0.71, 0.443, 0.94, 0.455], [0.053, 0.457, 0.848, 0.47]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 791, "edu_l1_label": "IOS"}, {"txt": "库存方面：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28800000, "bbox": [[0.053, 0.479, 0.141, 0.491]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 792, "edu_l1_label": "IOS"}, {"txt": "据百川盈孚统计，本周国内锂电池隔膜厂家库存量整体较上周相比增加，库存量47400 万平方米左右。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28800000, "bbox": [[0.141, 0.479, 0.933, 0.491]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 793, "edu_l1_label": "IOS"}, {"txt": "尽管下游电芯企业需求持续，但隔膜生产商增产过多，导致市场库存持续上升，整体供应呈现过剩态势，供应十分充足。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28800000, "bbox": [[0.933, 0.479, 0.949, 0.491], [0.053, 0.493, 0.951, 0.505]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 794, "edu_l1_label": "IOS"}, {"txt": "成本利润方面：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28900000, "bbox": [[0.053, 0.514, 0.177, 0.527]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 795, "edu_l1_label": "IOS"}, {"txt": "本周国内锂电池隔膜成本波动调整。", "language": "chinese", "position": {"pdf_position": 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# 新能源仍是顶层重点关注方向，国网输变电设备招标开门红 ## 子行业周观点详情 ### ■光伏&储能： ####  一、《政府工作报告》仍重点关注新能源产业发展，能源局相关领导紧随其后具体部署。 #### 二、集中式电站季节性需求恢复叠加分布式抢装，3-4 月行业量价右侧启动强度超预期，玻璃3 月提价1.5-2 元/平米成交落地，上下游循环涨价趋势形成，玻璃、电池片仍是盈利修复弹性和持续性最好环节。 #### 三、投资建议：当前光储板块仍是业绩、情绪、关注度的三重底部，重申年度策略提出的“玻璃、电池片、新技术、大储”四大核心推荐方向，短期重点关注有望受组件排产拉升驱动而实现盈利改善弹性最显著的：玻璃、电池片、胶膜环节。 ### ■风电： ### 电网： ### ■氢能与燃料电池： ### ■新能源车&整车：车企发布2 月销量整体符合预期；吉利银河AI+智驾发布会召开；赛力斯问界M8/M9 开启预售表现超预期。 #### 汽车周销量：市场同比恢复保持强势，累计增速即将转正，2 月4 周乘用车销售40.9 万辆电车21.7 万辆 #### 吉利AI 智驾发布会&正式发布改款银河E8：整体符合预期，智驾修复的是公司产品性价比 #### 问界M8 正式开启预售：预售价36.8 万起略超预期，持续关注华为系边际机会 #### ■25 年2 月主流车企销量解读：节后市场表现良好，关注Q1 市场新车周期 #### 持续看好25 年车市需求，看好整车车企销量及业绩兑现，关注AI+机器人+智能化下整车车企边际估值重塑机会。 ##### 1、持续看好25 年市场需求： ##### ■2、看好乘用车板块。 ###### 1）从基本面兑现角度：推荐强爆款打造能力+强新车周期的比亚迪、小鹏汽车和零跑汽车，关注吉利汽车，在“以旧换新”政策加持下，以上公司25 年具备业绩超预期之可能； ###### 1.00 2）从信息面角度：边际关注华为系新车周期动态，长期建议关注具备稀缺性、唯一性的江淮汽车，25 年边际关注赛力斯（问界M8，爆款确定性最强）、北汽蓝谷（享界S9 增程+后续SUV）、上汽集团（新品牌尚界新车年底上市）； ###### 3）从情绪面角度：关注智驾浪潮下港股汽车股向科技股估值切换机会，其中的软件壁垒将使得市场竞争出现明显的滚雪球效应，先发优势强者胜；若市场乐观情绪维持，则建议关注软件打造能力强、当前软硬件布局积极的新势力车企，优选小鹏汽车+理想汽车+小米集团。 ### 锂电：特朗普再加对华电池关税，综合税率升至约50% ##  投资组合： ## 产业链主要产品价格及数据变动情况及简评 ### 光伏产业链 ### 锂电产业链 #### 1）MB 钴本周价格波动：3 月7 日，MB 标准级钴报价11.4 美元/磅，较上周上涨12.04%；MB 合金级钴报价14.25 美元/磅，较上周上涨7.55%。 #### 2）锂盐本周价格波动：锂盐本周价格波动：３月７日，氢氧化锂报价6.99 万元/吨，较上周持平；碳酸锂报价7.５７万元/吨，较上周上涨0.13%。 #### 3）正极材料本周价格波动： #### 4）负极材料本周价格波动： #### 5）负极石墨化本周价格持平： #### 6）6F（国产）本周价格波动：3 月7 日，六氟磷酸锂（国产）价格为6.15 万元/吨，较上周下降1.6%；电池级EMC 价格为0.73 万元/吨，较上周持平；电池级DMC 价格为0.51 万元/吨，较上周持平；电池级EC 价格为0.48 万元/吨，较上周持平；电池级DEC 价格为0.92 万元/吨，较上周持平；电池级PC 价格为0.77 万元/吨，较上周持平；三元电池电解液（常规动力型）1.84-2.18 万元/吨，较上周持平；磷酸铁锂电池电解液报价1.85 万元/吨，较上周持平。 #### 6）电芯价格本周持平： ## 风险提示
64f7055a-1289-48c6-bfab-47c33ed94024
web
test/raw_web_htmls/64f7055a-1289-48c6-bfab-47c33ed94024.html
https://venturebeat.com/ai/the-great-software-rewiring-ai-isnt-just-eating-everything-it-is-everything/
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# The great software rewiring: AI isn't just eating everything; it is everything ## The incumbent risk: Traditional marketplaces are on the clock ## The new power structures: AI models and vertical AI solutions ## The inevitable disruption
98ecc05f-abc6-43f6-8cf5-0ae5f394fa84
web
test/raw_web_htmls/98ecc05f-abc6-43f6-8cf5-0ae5f394fa84.html
https://mp.weixin.qq.com/s/mgeh_r_Hj1BFbmDIFTBvhA
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["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 3, "edu_l1_label": "BOT"}, {"txt": "美国在先进技术领域占据优势，而中国则控制着关键矿产的供应。", "language": "chinese", "position": {"atoms": [{"position_id": 245, "txt": "美国在先进技术领域占据优势，而中国则控制着关键矿产的供应。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 4, "edu_l1_label": "BOS"}, {"txt": "以此为基础，美国智库卡内基国际和平研究院发布报告《Rocks vs. Chips:", "language": "chinese", "position": {"atoms": [{"position_id": 246, "txt": "以此为基础，美国智库卡内基国际和平研究院发布报告《Rocks vs. Chips:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 5, "edu_l1_label": "EDU_O"}, {"txt": " How the U.S.-China competition is playing out for high-tech advantage》分析了中美两国在高科技领域的竞争态势。", "language": "chinese", "position": {"atoms": [{"position_id": 247, "txt": " How the U.S.-China competition is playing out for high-tech advantage》分析了中美两国在高科技领域的竞争态势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 6, "edu_l1_label": "EDU_O"}, {"txt": "以下为文章全文翻译，仅作信息分享，不代表任何商业用途，亦不代表对其政策立场的任何形式认可或支持。", "language": "chinese", "position": {"atoms": [{"position_id": 248, "txt": "以下为文章全文翻译，仅作信息分享，不代表任何商业用途，亦不代表对其政策立场的任何形式认可或支持。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 7, "edu_l1_label": "EDU_O"}, {"txt": "矿石对决芯片：", "language": "chinese", "position": {"atoms": [{"position_id": 250, "txt": "矿石对决芯片：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 8, "edu_l1_label": "EDU_O"}, {"txt": "中美如何在高科技领域展开竞争", "language": "chinese", "position": {"atoms": [{"position_id": 251, "txt": "中美如何在高科技领域展开竞争", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 9, "edu_l1_label": "EDU_O"}, {"txt": "随着美国和中国在经济脱钩和地缘政治博弈上越走越远，半导体和矿产行业正成为双方角力的核心战场。", "language": "chinese", "position": {"atoms": [{"position_id": 253, "txt": "随着美国和中国在经济脱钩和地缘政治博弈上越走越远，半导体和矿产行业正成为双方角力的核心战场。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "两国都在想方设法削弱对方的技术优势，同时压制贸易伙伴，以巩固自己的地位。", "language": "chinese", "position": {"atoms": [{"position_id": 254, "txt": "两国都在想方设法削弱对方的技术优势，同时压制贸易伙伴，以巩固自己的地位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "尽管目标一致，双方的策略却大相径庭：", "language": "chinese", "position": {"atoms": [{"position_id": 255, "txt": "尽管目标一致，双方的策略却大相径庭：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "美国凭借在尖端技术领域的领先优势，拜登政府祭出一系列力度空前的出口管制措施，试图保住并拉大这份领先；", "language": "chinese", "position": {"atoms": [{"position_id": 256, "txt": "美国凭借在尖端技术领域的领先优势，拜登政府祭出一系列力度空前的出口管制措施，试图保住并拉大这份领先；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "而中国则刚刚起步，利用自己在关键矿产和某些战略细分市场的掌控力，搭建起类似的出口限制体系。", "language": "chinese", "position": {"atoms": [{"position_id": 257, "txt": "而中国则刚刚起步，利用自己在关键矿产和某些战略细分市场的掌控力，搭建起类似的出口限制体系。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "这场较量的胜负，不仅取决于双方政策的执行力度，更要看谁能拉拢更多中间国家站在自己这边。", "language": "chinese", "position": {"atoms": [{"position_id": 258, "txt": "这场较量的胜负，不仅取决于双方政策的执行力度，更要看谁能拉拢更多中间国家站在自己这边。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "最近的双边交锋把这场技术争霸推向了新的高度。", "language": "chinese", "position": {"atoms": [{"position_id": 260, "txt": "最近的双边交锋把这场技术争霸推向了新的高度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "2024年12月3日，中国商务部首次对美国祭出全面禁令，禁止出口某些“军民两用”", "language": "chinese", "position": {"atoms": [{"position_id": 261, "txt": "2024年12月3日，中国商务部首次对美国祭出全面禁令，禁止出口某些“军民两用”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "的关键矿产，包括锗、镓、超硬矿物（如人造钻石），并对石墨出口新增了许可要求。", "language": "chinese", "position": {"atoms": [{"position_id": 262, "txt": "的关键矿产，包括锗、镓、超硬矿物（如人造钻石），并对石墨出口新增了许可要求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "这记重拳是对美国前一天宣布的半导体芯片及制造设备出口限制的直接回击。", "language": "chinese", "position": {"atoms": [{"position_id": 263, "txt": "这记重拳是对美国前一天宣布的半导体芯片及制造设备出口限制的直接回击。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "到了2025年2月4日，作为对美国新一轮关税的报复，东大商务部进一步出手，限制了钨、碲、铋、铟及含钼产品等矿产的出口。", "language": "chinese", "position": {"atoms": [{"position_id": 264, "txt": "到了2025年2月4日，作为对美国新一轮关税的报复，东大商务部进一步出手，限制了钨、碲、铋、铟及含钼产品等矿产的出口。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "通过这些禁令，东大试图模仿美国的“长臂管辖”，在第三国强制执行出口限制，堵住这些国家将受限商品转手卖给美国的路子。", "language": "chinese", "position": {"atoms": [{"position_id": 265, "txt": "通过这些禁令，东大试图模仿美国的“长臂管辖”，在第三国强制执行出口限制，堵住这些国家将受限商品转手卖给美国的路子。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[4]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "把“芯片”（Chips）和“矿石”（Rocks）摆在一起看，凸显了两大强国的战略筹码截然不同。", "language": "chinese", "position": {"atoms": [{"position_id": 267, "txt": "把“芯片”（Chips）和“矿石”（Rocks）摆在一起看，凸显了两大强国的战略筹码截然不同。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[5]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "东大在上游发力，筑起资源壁垒，威胁切断生产尖端技术所需的原材料和中间产品，包括半导体芯片、高容量电池以及国防和航空航天装备。", "language": "chinese", "position": {"atoms": [{"position_id": 268, "txt": "东大在上游发力，筑起资源壁垒，威胁切断生产尖端技术所需的原材料和中间产品，包括半导体芯片、高容量电池以及国防和航空航天装备。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[5]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "华盛顿则守住下游阵地，靠保护本国及盟友公司的知识产权和技术优势立足，借助盟友和产业伙伴的力量维持领先。", "language": "chinese", "position": {"atoms": [{"position_id": 269, "txt": "华盛顿则守住下游阵地，靠保护本国及盟友公司的知识产权和技术优势立足，借助盟友和产业伙伴的力量维持领先。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[5]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "这让美国得以掐住东大获取最新半导体技术的咽喉，拖慢——但无法彻底阻止——东大在尖端人工智能领域的追赶。", "language": "chinese", "position": {"atoms": [{"position_id": 270, "txt": "这让美国得以掐住东大获取最新半导体技术的咽喉，拖慢——但无法彻底阻止——东大在尖端人工智能领域的追赶。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[5]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "那么，到底是上游对关键矿产的掌控更强，还是下游对新兴技术的把控更有优势？", "language": "chinese", "position": {"atoms": [{"position_id": 272, "txt": "那么，到底是上游对关键矿产的掌控更强，还是下游对新兴技术的把控更有优势？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "东大下一步会限制哪些矿产？", "language": "chinese", "position": {"atoms": [{"position_id": 273, "txt": "东大下一步会限制哪些矿产？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "华盛顿又该如何应对？", "language": "chinese", "position": {"atoms": [{"position_id": 274, "txt": "华盛顿又该如何应对？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "中间国家在这场出口管制博弈中又扮演什么角色？", "language": "chinese", "position": {"atoms": [{"position_id": 275, "txt": "中间国家在这场出口管制博弈中又扮演什么角色？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "接下来，我们会从几个角度来解答这些问题：", "language": "chinese", "position": {"atoms": [{"position_id": 276, "txt": "接下来，我们会从几个角度来解答这些问题：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "先把最近的管制交锋放进大背景里看；", "language": "chinese", "position": {"atoms": [{"position_id": 277, "txt": "先把最近的管制交锋放进大背景里看；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "再分析东大几十年来如何通过政策布局打造矿产优势；", "language": "chinese", "position": {"atoms": [{"position_id": 278, "txt": "再分析东大几十年来如何通过政策布局打造矿产优势；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "然后探讨上下游管制的相对威力，以及多元化贸易和技术伙伴能带来多大的助力；", "language": "chinese", "position": {"atoms": [{"position_id": 279, "txt": "然后探讨上下游管制的相对威力，以及多元化贸易和技术伙伴能带来多大的助力；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "最后，试着预测这场技术与军事竞争的未来走势。", "language": "chinese", "position": {"atoms": [{"position_id": 280, "txt": "最后，试着预测这场技术与军事竞争的未来走势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[6]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "为什么东大不断加强的矿物出口限制对政府和企业都至关重要", "language": "chinese", "position": {"atoms": [{"position_id": 282, "txt": "为什么东大不断加强的矿物出口限制对政府和企业都至关重要", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[7]/span/span"}]}, "tags": [], "label": "title1", "web_segment_id": 45, "global_sentence_id": 35, "edu_l1_label": "BOS"}, {"txt": "在过去的大国博弈中，这种经济战几乎是天方夜谭。", "language": "chinese", "position": {"atoms": [{"position_id": 284, "txt": "在过去的大国博弈中，这种经济战几乎是天方夜谭。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[8]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "冷战初期，美国和苏联早就各自为营，经济联系薄弱，几乎谈不上对供应链上游或下游实施出口管制来获得战略杠杆。", "language": "chinese", "position": {"atoms": [{"position_id": 285, "txt": "冷战初期，美国和苏联早就各自为营，经济联系薄弱，几乎谈不上对供应链上游或下游实施出口管制来获得战略杠杆。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[8]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "而今日的世界则大不相同：", "language": "chinese", "position": {"atoms": [{"position_id": 286, "txt": "而今日的世界则大不相同：", "x": 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306, "txt": "从眼下来看，东大的行动或将对美国的汽车、芯片、国防等领域带来较为明显的冲击，但全球矿产市场也会相应做出反制或调整。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "一旦各国尤其是澳大利亚、加拿大、欧盟、日本和韩国邓意识到东大变得更具“威胁性”，它们将更有动力承担短期阵痛，转而集体寻找多元化供应，长远来看将稀释东大的优势。", "language": "chinese", "position": {"atoms": [{"position_id": 307, "txt": "一旦各国尤其是澳大利亚、加拿大、欧盟、日本和韩国邓意识到东大变得更具“威胁性”，它们将更有动力承担短期阵痛，转而集体寻找多元化供应，长远来看将稀释东大的优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "拜登政府除了在国内立法和多边协作等方面频频出招，以减弱对东大矿物供应的依赖外，还试图推动国际产业布局，以减少集中度过高的风险。", "language": "chinese", "position": {"atoms": [{"position_id": 309, "txt": "拜登政府除了在国内立法和多边协作等方面频频出招，以减弱对东大矿物供应的依赖外，还试图推动国际产业布局，以减少集中度过高的风险。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span/span"}]}, "tags": [], "label": 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"早在2017年，特朗普政府的“13817号行政令”就明确指出，美国的经济与军事对外依赖已构成“战略性脆弱”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "随后特朗普和拜登政府都在不同程度上继续加强国内矿业，大方向包括关税、紧急授权以及对内立法（如2021年的《两党基础设施法》、2022年的《通胀削减法案》，以及2022年基于《国防生产法》启动的举措），同时也采用包括补贴、税收优惠、贷款等方式来扶持美国本土的矿产项目。", "language": "chinese", "position": {"atoms": [{"position_id": 326, "txt": "随后特朗普和拜登政府都在不同程度上继续加强国内矿业，大方向包括关税、紧急授权以及对内立法（如2021年的《两党基础设施法》、2022年的《通胀削减法案》，以及2022年基于《国防生产法》启动的举措），同时也采用包括补贴、税收优惠、贷款等方式来扶持美国本土的矿产项目。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "截至目前，成效虽有，但仍未实现预期那种规模化提升。", "language": "chinese", "position": {"atoms": [{"position_id": 327, "txt": "截至目前，成效虽有，但仍未实现预期那种规模化提升。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "第二条主线是扼制东大对先进半导体及其生产工具的获取。", "language": "chinese", "position": {"atoms": [{"position_id": 329, "txt": "第二条主线是扼制东大对先进半导体及其生产工具的获取。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "早在2018年，美国就对中兴祭出过短期禁令。", "language": "chinese", "position": {"atoms": [{"position_id": 330, "txt": "早在2018年，美国就对中兴祭出过短期禁令。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "此后特朗普政府也对华为发动了（最终效果有限的）打击，并多次修订美国出口管制条例下的外国直接产品规则（FDPR），不断扩充美国商务部的“实体清单”，封杀很多东大科技公司及其子公司。", "language": "chinese", "position": {"atoms": [{"position_id": 331, "txt": "此后特朗普政府也对华为发动了（最终效果有限的）打击，并多次修订美国出口管制条例下的外国直接产品规则（FDPR），不断扩充美国商务部的“实体清单”，封杀很多东大科技公司及其子公司。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "随着制裁越织越密，东大国内开始将美方这一系列行动视为“技术封锁”。", "language": "chinese", "position": {"atoms": [{"position_id": 332, "txt": "随着制裁越织越密，东大国内开始将美方这一系列行动视为“技术封锁”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "到了2022年底，拜登政府更上一层楼，推出了具备产业回流政策的《芯片与科学法案》（CHIPS and Science Act），并强化美国商务部的“卡脖子”力度，意在放缓乃至永久性压制东大半导体产业的发展步伐。", "language": "chinese", "position": {"atoms": [{"position_id": 334, "txt": "到了2022年底，拜登政府更上一层楼，推出了具备产业回流政策的《芯片与科学法案》（CHIPS and Science Act），并强化美国商务部的“卡脖子”力度，意在放缓乃至永久性压制东大半导体产业的发展步伐。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "美方也借此手段建起了一道针对先进技术的“高墙”。", "language": "chinese", "position": {"atoms": [{"position_id": 335, "txt": "美方也借此手段建起了一道针对先进技术的“高墙”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "然而，在具体实施上，美国政府并没有一次性大踏步全部落地，而是分批次出台、留有许多例外与豁免空间，让东大方面能在法规生效前大量囤货，或者“通过注册空壳企业避开禁令”，还拼命加速国产替代和技术研发。", "language": "chinese", "position": {"atoms": [{"position_id": 336, "txt": "然而，在具体实施上，美国政府并没有一次性大踏步全部落地，而是分批次出台、留有许多例外与豁免空间，让东大方面能在法规生效前大量囤货，或者“通过注册空壳企业避开禁令”，还拼命加速国产替代和技术研发。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "近期东大企业推出的超高效的大型语言模型显示，中企在芯片受限的情况下也找到了“曲线救国”的办法。", "language": "chinese", "position": {"atoms": [{"position_id": 337, "txt": "近期东大企业推出的超高效的大型语言模型显示，中企在芯片受限的情况下也找到了“曲线救国”的办法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "未来美国若想更高效地封堵，就须吸取此前教训，也需要在第一时间就联合拥有资源、技术和市场的盟友，以快速、统一的方式行动，才能减少漏洞。", "language": "chinese", "position": {"atoms": [{"position_id": 338, "txt": "未来美国若想更高效地封堵，就须吸取此前教训，也需要在第一时间就联合拥有资源、技术和市场的盟友，以快速、统一的方式行动，才能减少漏洞。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "2、东大的非对称出口管制", "language": "chinese", "position": {"atoms": [{"position_id": 340, "txt": "2、东大的非对称出口管制", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span"}]}, "tags": [], "label": "title2", "web_segment_id": 58, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "东大在最近这一波关于矿产的出口管制中，更多发挥的是自己“世界第一贸易国”以及对全球生产网络有着“轴心地位”的优势。", "language": "chinese", "position": {"atoms": [{"position_id": 342, "txt": "东大在最近这一波关于矿产的出口管制中，更多发挥的是自己“世界第一贸易国”以及对全球生产网络有着“轴心地位”的优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "直至 2023 年，东大方面对贸易伙伴施加反制的主要方式之一，仍是以未公开声明的进口限制为主。", "language": "chinese", "position": {"atoms": [{"position_id": 343, "txt": "直至 2023 年，东大方面对贸易伙伴施加反制的主要方式之一，仍是以未公开声明的进口限制为主。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "东大利用其作为主要大宗商品进口国的市场力量，对外国实施反制。", "language": "chinese", "position": {"atoms": [{"position_id": 344, "txt": "东大利用其作为主要大宗商品进口国的市场力量，对外国实施反制。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "例如，东大庞大的农产品进口量使其能够通过未公开声明的进口禁令来反制挪威（2010年，针对三文鱼）、菲律宾（2012年，针对香蕉）、加拿大（2019年，针对油菜籽）以及澳大利亚（2021年，针对大麦和葡萄酒）。", "language": "chinese", "position": {"atoms": [{"position_id": 345, "txt": "例如，东大庞大的农产品进口量使其能够通过未公开声明的进口禁令来反制挪威（2010年，针对三文鱼）、菲律宾（2012年，针对香蕉）、加拿大（2019年，针对油菜籽）以及澳大利亚（2021年，针对大麦和葡萄酒）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "但真正在出口端以国家之力来反制，过去主要集中在军事物项和化学、生物、放射、核等敏感技术上。", "language": "chinese", "position": {"atoms": [{"position_id": 346, "txt": "但真正在出口端以国家之力来反制，过去主要集中在军事物项和化学、生物、放射、核等敏感技术上。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "事实上，东大在关键矿物出口上的法规设计与政治准备可回溯到1986年颁布的《中华人民共和国矿产资源法》，在法律层面上将矿产资源归国家所有，并意在加强政府对于矿业的管理与监督。", "language": "chinese", "position": {"atoms": [{"position_id": 348, "txt": "事实上，东大在关键矿物出口上的法规设计与政治准备可回溯到1986年颁布的《中华人民共和国矿产资源法》，在法律层面上将矿产资源归国家所有，并意在加强政府对于矿业的管理与监督。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "这项“母法”拉开了此后多项管制措施的序幕，为2024年全面实施的新出口管制提供了法理支撑。", "language": "chinese", "position": {"atoms": [{"position_id": 349, "txt": "这项“母法”拉开了此后多项管制措施的序幕，为2024年全面实施的新出口管制提供了法理支撑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "稀土（REE）在东大的矿产政策中一直占据核心地位。", "language": "chinese", "position": {"atoms": [{"position_id": 351, "txt": "稀土（REE）在东大的矿产政策中一直占据核心地位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "早在1992年，邓小平那句著名论断“中东有石油，东大有稀土”就预示了稀土的重要性。", "language": "chinese", "position": {"atoms": [{"position_id": 352, "txt": "早在1992年，邓小平那句著名论断“中东有石油，东大有稀土”就预示了稀土的重要性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "上世纪90年代后，东大通过法律、行政、税费手段逐步确立了对稀土开采、冶炼、出口、投资的全方位管制，希望让“东大稀土”占据全球供给的垄断地位。", "language": "chinese", "position": {"atoms": [{"position_id": 353, "txt": "上世纪90年代后，东大通过法律、行政、税费手段逐步确立了对稀土开采、冶炼、出口、投资的全方位管制，希望让“东大稀土”占据全球供给的垄断地位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "因此从90年代到本世纪初，东大向国际市场大量出口稀土，确立了在17种稀土元素中每一个的上游主导地位。", "language": "chinese", "position": {"atoms": [{"position_id": 354, "txt": "因此从90年代到本世纪初，东大向国际市场大量出口稀土，确立了在17种稀土元素中每一个的上游主导地位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "到2009年左右，东大已成为稀土的“事实垄断生产国”，并在2010年短时间停止对日本出口稀土，向外界展示了“卡脖子”威力。", "language": "chinese", "position": {"atoms": [{"position_id": 356, "txt": "到2009年左右，东大已成为稀土的“事实垄断生产国”，并在2010年短时间停止对日本出口稀土，向外界展示了“卡脖子”威力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "但这没能持续见效，同时在2014年被WTO裁决违规。", "language": "chinese", "position": {"atoms": [{"position_id": 357, "txt": "但这没能持续见效，同时在2014年被WTO裁决违规。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "此后东大转而更注重国内稀土行业的整合。", "language": "chinese", "position": {"atoms": [{"position_id": 358, "txt": "此后东大转而更注重国内稀土行业的整合。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "2016年东大发改委发布了《全国矿产资源规划（2016-2020）》，明确了所谓“战略矿产”清单，包括稀土、钨、锗、镓、锑和石墨等，并要求“提高获取全球战略矿产资源的能力”。", "language": "chinese", "position": {"atoms": [{"position_id": 359, "txt": "2016年东大发改委发布了《全国矿产资源规划（2016-2020）》，明确了所谓“战略矿产”清单，包括稀土、钨、锗、镓、锑和石墨等，并要求“提高获取全球战略矿产资源的能力”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "与东大倡导的“双循环”战略相结合，可见东大早就准备用更大程度的自给自足和外部依赖来对抗美国意图“遏制”的风险。", "language": "chinese", "position": {"atoms": [{"position_id": 360, "txt": "与东大倡导的“双循环”战略相结合，可见东大早就准备用更大程度的自给自足和外部依赖来对抗美国意图“遏制”的风险。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "在这个思路下，东大商务部于2017年发布了《出口管制法（征求意见稿）》，意在和美国针锋相对。", "language": "chinese", "position": {"atoms": [{"position_id": 362, "txt": "在这个思路下，东大商务部于2017年发布了《出口管制法（征求意见稿）》，意在和美国针锋相对。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "当时美国正逐步对东大加征关税、扩大出口管制。", "language": "chinese", "position": {"atoms": [{"position_id": 363, "txt": "当时美国正逐步对东大加征关税、扩大出口管制。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "多轮讨论修改后，出口管制法在2020年10月正式通过，整合了原本零散的规则，明确扩大了适用范围，并且赋予了相当大的执法权限，包括可以进行“域外适用”（第四十四条）和“反制”（第四十八条）——如果外国“滥用出口管制措施，危害中华人民共和国国家安全和利益”，中方可祭出对等行动。", "language": "chinese", "position": {"atoms": [{"position_id": 364, "txt": "多轮讨论修改后，出口管制法在2020年10月正式通过，整合了原本零散的规则，明确扩大了适用范围，并且赋予了相当大的执法权限，包括可以进行“域外适用”（第四十四条）和“反制”（第四十八条）——如果外国“滥用出口管制措施，危害中华人民共和国国家安全和利益”，中方可祭出对等行动。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "这部法律充分体现了东大新时期将经济政策全面“安全化”的趋势，也吻合“十四五”规划提出的“保障战略性矿产资源安全”等官方表述。", "language": "chinese", "position": {"atoms": [{"position_id": 365, "txt": "这部法律充分体现了东大新时期将经济政策全面“安全化”的趋势，也吻合“十四五”规划提出的“保障战略性矿产资源安全”等官方表述。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "简言之，面对“地缘政治风险”，东大高层认定必须在控制“自己家产”的同时，也要学会运用这些资源对外进行遏制或报复。", "language": "chinese", "position": {"atoms": [{"position_id": 366, "txt": "简言之，面对“地缘政治风险”，东大高层认定必须在控制“自己家产”的同时，也要学会运用这些资源对外进行遏制或报复。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "上述思路在2022年以后越发凸显。", "language": "chinese", "position": {"atoms": [{"position_id": 368, "txt": "上述思路在2022年以后越发凸显。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "东大商务部一度公布了考虑要列入出口限制的技术与产品清单，其中包括太阳能光伏组件生产设备、LiDAR（雷达式探测技术）、CRISPR基因编辑工具等。", "language": "chinese", "position": {"atoms": [{"position_id": 369, "txt": "东大商务部一度公布了考虑要列入出口限制的技术与产品清单，其中包括太阳能光伏组件生产设备、LiDAR（雷达式探测技术）、CRISPR基因编辑工具等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "随着美国继续在贸易与科技上对华展开“脱钩”施压，东大就将重点转向“真正能打击对方痛点”的矿产和高技术材料。", "language": "chinese", "position": {"atoms": [{"position_id": 370, "txt": "随着美国继续在贸易与科技上对华展开“脱钩”施压，东大就将重点转向“真正能打击对方痛点”的矿产和高技术材料。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "2023年夏，东大宣布对镓和锗的出口实行许可，再到同年10月将石墨也纳入管控，2024年9月又给锑施加类似的出口许可要求。", "language": "chinese", "position": {"atoms": [{"position_id": 371, "txt": "2023年夏，东大宣布对镓和锗的出口实行许可，再到同年10月将石墨也纳入管控，2024年9月又给锑施加类似的出口许可要求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "最初这些许可要求并没有直接切断供应，但足以令国际买家惊觉供应风险，并开始相应囤货或寻找替代。", "language": "chinese", "position": {"atoms": [{"position_id": 372, "txt": "最初这些许可要求并没有直接切断供应，但足以令国际买家惊觉供应风险，并开始相应囤货或寻找替代。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "另一个引人关注的动作是2023年底，东大禁止出口用于制造稀土磁体的机器设备。", "language": "chinese", "position": {"atoms": [{"position_id": 374, "txt": "另一个引人关注的动作是2023年底，东大禁止出口用于制造稀土磁体的机器设备。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "稀土磁体广泛应用于无人机、F-35战机、电动汽车等各类领域，与美国及其盟友限制核心半导体制造设备的思路颇为类似。", "language": "chinese", "position": {"atoms": [{"position_id": 375, "txt": "稀土磁体广泛应用于无人机、F-35战机、电动汽车等各类领域，与美国及其盟友限制核心半导体制造设备的思路颇为类似。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "此举同样是为了巩固东大在稀土冶炼和磁体生产上的优势地位，保障“自主创新”和产业链的自给。", "language": "chinese", "position": {"atoms": [{"position_id": 376, "txt": "此举同样是为了巩固东大在稀土冶炼和磁体生产上的优势地位，保障“自主创新”和产业链的自给。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "最后，2024年12月，东大商务部颁布了针对《出口管制法》的新配套法规，整合了此前数份针对“两用物项”清单和“禁止出口最终用户”名单的规定，并大大强化了之前法律条文中提到的域外管辖能力。", "language": "chinese", "position": {"atoms": [{"position_id": 378, "txt": "最后，2024年12月，东大商务部颁布了针对《出口管制法》的新配套法规，整合了此前数份针对“两用物项”清单和“禁止出口最终用户”名单的规定，并大大强化了之前法律条文中提到的域外管辖能力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "该行政法规在当年12月1日生效，仅两天后（12月3日）东大就拿锗、镓、锑和超硬材料“开刀”", "language": "chinese", "position": {"atoms": [{"position_id": 379, "txt": "该行政法规在当年12月1日生效，仅两天后（12月3日）东大就拿锗、镓、锑和超硬材料“开刀”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "，宣布对其全面禁运。", "language": "chinese", "position": {"atoms": [{"position_id": 380, "txt": "，宣布对其全面禁运。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "可以说，东大之所以能在近年来编织出一套出口管制体系，多少是模仿了美国“用国内法塑造国际关系”的做法。", "language": "chinese", "position": {"atoms": [{"position_id": 382, "txt": "可以说，东大之所以能在近年来编织出一套出口管制体系，多少是模仿了美国“用国内法塑造国际关系”的做法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[29]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "东大还在学着美国那样尝试实行“长臂管辖”和强化对自家企业海外经营活动的监管。", "language": "chinese", "position": {"atoms": [{"position_id": 383, "txt": "东大还在学着美国那样尝试实行“长臂管辖”和强化对自家企业海外经营活动的监管。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[29]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "当然，美国在对俄制裁上已积累了较完善的域外制裁体系，东大还远未达到类似水平。", "language": "chinese", "position": {"atoms": [{"position_id": 384, "txt": "当然，美国在对俄制裁上已积累了较完善的域外制裁体系，东大还远未达到类似水平。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[29]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "短期内，东大想做到美国那种全面追踪、打击违规者，难度依旧巨大，但这无疑是未来要持续观察的重点。", "language": "chinese", "position": {"atoms": [{"position_id": 385, "txt": "短期内，东大想做到美国那种全面追踪、打击违规者，难度依旧巨大，但这无疑是未来要持续观察的重点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[29]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "限制带来的潜在影响，以及供应多元化的机会", "language": "chinese", 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[45]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "从更广泛的层面上说，若东大选择继续严格限制稀土及其磁体，那么对美国乃至全球的工业和国防都会带来持久性麻烦。", "language": "chinese", "position": {"atoms": [{"position_id": 457, "txt": "从更广泛的层面上说，若东大选择继续严格限制稀土及其磁体，那么对美国乃至全球的工业和国防都会带来持久性麻烦。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[45]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "稀土元素本就极其“小众”，但几乎在每一件精密设备中都有应用，从电动车、手机到激光器、夜视仪，以至AI芯片都离不开它们。", "language": "chinese", "position": {"atoms": [{"position_id": 458, "txt": "稀土元素本就极其“小众”，但几乎在每一件精密设备中都有应用，从电动车、手机到激光器、夜视仪，以至AI芯片都离不开它们。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[45]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "尽管美国国防部一直在推动稀土磁材生产往本土或盟国布局，但由于供应链冗长，且东大依旧牢牢把持主要环节，一旦东大全力断供，局面尚难有快速解法。", "language": "chinese", "position": {"atoms": [{"position_id": 459, "txt": "尽管美国国防部一直在推动稀土磁材生产往本土或盟国布局，但由于供应链冗长，且东大依旧牢牢把持主要环节，一旦东大全力断供，局面尚难有快速解法。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[45]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "在此情景下，美国必须大幅加速本土和盟友国的矿山审批、融资等环节，解除地方层面和环保方面的桎梏。", "language": "chinese", "position": {"atoms": [{"position_id": 461, "txt": "在此情景下，美国必须大幅加速本土和盟友国的矿山审批、融资等环节，解除地方层面和环保方面的桎梏。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "在特朗普政府可能更偏向“本土开采”的思路下，无论资源禀赋、地方政府阻力还是上市审批，都会带来诸多挑战，最终可能还是离不开盟友的合作与分工。", "language": "chinese", "position": {"atoms": [{"position_id": 462, "txt": "在特朗普政府可能更偏向“本土开采”的思路下，无论资源禀赋、地方政府阻力还是上市审批，都会带来诸多挑战，最终可能还是离不开盟友的合作与分工。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "从更长远看，美国也需要加快发展那些对东大垄断矿物依赖度更低甚至无依赖的新技术，才能从根本上消弭东大的“掐脖子”风险。", "language": "chinese", "position": {"atoms": [{"position_id": 463, "txt": "从更长远看，美国也需要加快发展那些对东大垄断矿物依赖度更低甚至无依赖的新技术，才能从根本上消弭东大的“掐脖子”风险。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "可在这个科技转型完成之前，美国对东大高端技术的封锁，很可能还会遭遇东大阶段性乃至更猛烈的矿产供应反制，让美国国内产业以及伙伴国家跟着一起“疼”。", "language": "chinese", "position": {"atoms": [{"position_id": 464, "txt": "可在这个科技转型完成之前，美国对东大高端技术的封锁，很可能还会遭遇东大阶段性乃至更猛烈的矿产供应反制，让美国国内产业以及伙伴国家跟着一起“疼”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "最终结果如何，既要看华盛顿的国际协调实力，也要看东大自身“上游”优势的可持续性。", "language": "chinese", "position": {"atoms": [{"position_id": 466, "txt": "最终结果如何，既要看华盛顿的国际协调实力，也要看东大自身“上游”优势的可持续性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[47]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "无论如何，更深入的国际合作、多元化布局与“降低风险”都已成为美国对外政策与工业应对的当务之急。", "language": "chinese", "position": {"atoms": [{"position_id": 467, "txt": "无论如何，更深入的国际合作、多元化布局与“降低风险”都已成为美国对外政策与工业应对的当务之急。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[47]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "这将是未来数年里指引全球科技、产业与地缘经济走向的关键主题。", "language": "chinese", "position": {"atoms": [{"position_id": 468, "txt": "这将是未来数年里指引全球科技、产业与地缘经济走向的关键主题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[47]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "https://carnegieendowment.org/research/2025/02/rocks-vs-chips?lang=en", "language": "chinese", "position": {"atoms": [{"position_id": 470, "txt": "https://carnegieendowment.org/research/2025/02/rocks-vs-chips?lang=en", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p/span"}]}, "tags": [], "label": "reference", "web_segment_id": 86, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": " 出口管制合规研究 ", "language": "chinese", "position": {"atoms": [{"position_id": 472, "txt": "\n 出口管制合规研究 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "source", "web_segment_id": 104, "global_sentence_id": 183, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 矿石对决芯片：中美如何在高科技领域展开竞争 ## 为什么东大不断加强的矿物出口限制对政府和企业都至关重要 ## 背景：这场“双向”出口管制之争 ### 1、华盛顿的“技术封锁” ### 2、东大的非对称出口管制 ## 限制带来的潜在影响，以及供应多元化的机会 ## 对大国竞争与产业实力的意义 ## 未来观察信号与可能出现的走向
a66d3d28-ea04-49f5-af62-14e3881406de
web
test/raw_web_htmls/a66d3d28-ea04-49f5-af62-14e3881406de.html
https://mp.weixin.qq.com/s?__biz=MjM5MDc0NTY2OA==&mid=2651855006&idx=1&sn=3cfe788f2c27f537300866d7de766ad4&scene=0
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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "01", "language": "chinese", "position": {"atoms": [{"position_id": 1001, "txt": "01", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/article/section/section/section/span"}]}, "tags": [], "label": "title1", "web_segment_id": 55, "global_sentence_id": 23, "edu_l1_label": "BOS"}, {"txt": "之前我们说HR这个工作前景不容乐观。", "language": "chinese", "position": {"atoms": [{"position_id": 1003, "txt": "之前我们说HR这个工作前景不容乐观。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "因为AI已经可以代为面试了。", "language": "chinese", "position": {"atoms": [{"position_id": 1005, "txt": "因为AI已经可以代为面试了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "它不仅能够快速甄别信息，还能全方位考核候选人的综合素质。", "language": "chinese", "position": {"atoms": [{"position_id": 1007, "txt": "它不仅能够快速甄别信息，还能全方位考核候选人的综合素质。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "而现在AI不仅能面试了，还能自己招人了。", "language": "chinese", "position": {"atoms": [{"position_id": 1009, "txt": "而现在AI不仅能面试了，还能自己招人了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "博主@刘润做了一个测评：", "language": "chinese", "position": {"atoms": [{"position_id": 1011, "txt": "博主", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span/span[1]"}, {"position_id": 1013, "txt": "@刘润", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span/span[2]"}, {"position_id": 1015, "txt": "做了一个测评：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "他模拟了一个任务，让Manus帮自己招聘自己公众号的主笔。", "language": "chinese", "position": {"atoms": [{"position_id": 1017, "txt": "他模拟了一个任务，让Manus帮自己招聘自己公众号的主笔。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "然后Manus就开始了自己的表演。", "language": "chinese", "position": {"atoms": [{"position_id": 1018, "txt": "然后Manus就开始了自己的表演。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "首先，它分析了公众号的文章，总结出了公众号的文风，并且给出了岗位能力要求。", "language": "chinese", "position": {"atoms": [{"position_id": 1020, "txt": "首先，它分析了公众号的文章，总结出了公众号的文风，并且给出了岗位能力要求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[34]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "然后拿着这个要求去各个平台，包括招聘网站搜索合适的候选人。", "language": "chinese", "position": {"atoms": [{"position_id": 1022, "txt": "然后拿着这个要求去各个平台，包括招聘网站搜索合适的候选人。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[36]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "最后Manus不但给出了一个候选人名单，还有联系方式，甚至包括说服不同候选人入职的话术。", "language": "chinese", "position": {"atoms": [{"position_id": 1024, "txt": "最后Manus不但给出了一个候选人名单，还有联系方式，甚至包括说服不同候选人入职的话术。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "整个过程中，你只需要下一句指令，它自动理解需求，拆解任务，搜索信息，给出方案。", "language": "chinese", "position": {"atoms": [{"position_id": 1026, "txt": "整个过程中，你只需要下一句指令，它自动理解需求，拆解任务，搜索信息，给出方案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[40]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "完全是打工人接受指令之后的反应。", "language": "chinese", "position": {"atoms": [{"position_id": 1028, "txt": "完全是打工人接受指令之后的反应。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[42]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "而且它的速度如此之快，效率是打工人的上百倍。", "language": "chinese", "position": {"atoms": [{"position_id": 1030, "txt": "而且它的速度如此之快，效率是打工人的上百倍。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[44]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "如今Manus还不够成熟。", "language": "chinese", "position": {"atoms": [{"position_id": 1032, "txt": "如今Manus还不够成熟。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "我不敢想，有朝一日它成熟之后，HR的饭碗到底还保不保得住。", "language": "chinese", "position": {"atoms": [{"position_id": 1034, "txt": "我不敢想，有朝一日它成熟之后，HR的饭碗到底还保不保得住。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[48]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1Jv5D83IjfN8nrksIut0KI.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 251, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1Jv5D83IjfN8nrksIut0KI.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 70, "global_sentence_id": 39, "edu_l1_label": "EDU_O"}, {"txt": "02", "language": "chinese", "position": {"atoms": [{"position_id": 1036, "txt": "02", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/section/section/article/section/section/section/span"}]}, "tags": [], "label": "title1", "web_segment_id": 71, "global_sentence_id": 40, "edu_l1_label": "BOS"}, {"txt": "之前在朋友圈看过一个招生广告，标题是：", "language": "chinese", "position": {"atoms": [{"position_id": 1038, "txt": "之前在朋友圈看过一个招生广告，标题是：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "教你一周搞定一份营销方案。", "language": "chinese", "position": {"atoms": [{"position_id": 1039, "txt": "教你一周搞定一份营销方案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "对于绝大部分人来说，出一份还不错的营销方案，起码需要一周时间。", "language": "chinese", "position": {"atoms": [{"position_id": 1041, "txt": "对于绝大部分人来说，出一份还不错的营销方案，起码需要一周时间。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[53]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "中间需要市场调研，收集信息，分析信息，了解市场、竞品，最后开始制作方案。", "language": "chinese", "position": {"atoms": [{"position_id": 1043, "txt": "中间需要市场调研，收集信息，分析信息，了解市场、竞品，最后开始制作方案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[55]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "对人的心力和经验都是一份巨大的考验。", "language": "chinese", "position": {"atoms": [{"position_id": 1045, "txt": "对人的心力和经验都是一份巨大的考验。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[57]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "但对Manus来说，只需要几分钟就够了。", "language": "chinese", "position": {"atoms": [{"position_id": 1047, "txt": "但对Manus来说，只需要几分钟就够了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "博主@快刀青衣做了一个测评：", "language": "chinese", "position": {"atoms": [{"position_id": 1049, "txt": "博主", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[61]/span/span[1]"}, {"position_id": 1051, "txt": "@快刀青衣", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[61]/span/span[2]"}, {"position_id": 1053, "txt": "做了一个测评：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[61]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "他给Manus的要求是给自己的一款笔记类型的APP做一个三个月内的营销方案，要求不花一分钱，把日活跃人数从5w提高到20w。", "language": "chinese", "position": {"atoms": [{"position_id": 1055, "txt": "他给Manus的要求是给自己的一款笔记类型的APP做一个三个月内的营销方案，要求不花一分钱，把日活跃人数从5w提高到20w。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[63]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "Manus很快就生成了一个营销方案。", "language": "chinese", "position": {"atoms": [{"position_id": 1057, "txt": "Manus很快就生成了一个营销方案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[65]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "Manus非常聪明，在参考竞品营销的情况下，根据APP的特征，制定了更适配的营销方案。", "language": "chinese", "position": {"atoms": [{"position_id": 1059, "txt": "Manus非常聪明，在参考竞品营销的情况下，根据APP的特征，制定了更适配的营销方案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[67]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "而且还牢记“不花一分钱”的需求，制定出病毒式营销。", "language": "chinese", "position": {"atoms": [{"position_id": 1061, "txt": "而且还牢记“不花一分钱”的需求，制定出病毒式营销。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[69]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "快刀青衣说：", "language": "chinese", "position": {"atoms": [{"position_id": 1063, "txt": "快刀青衣说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[71]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "这个方案超过了市面上80%的营销方案。", "language": "chinese", "position": {"atoms": [{"position_id": 1064, "txt": "这个方案超过了市面上80%的营销方案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[71]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "有很多营销方式，甚至和自己当下团队正在做的完全一致。", "language": "chinese", "position": {"atoms": [{"position_id": 1066, "txt": "有很多营销方式，甚至和自己当下团队正在做的完全一致。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[73]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "这个任务哪怕交给一个职场老手也颇为棘手。", "language": "chinese", "position": {"atoms": [{"position_id": 1068, "txt": "这个任务哪怕交给一个职场老手也颇为棘手。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[75]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "但是Manus完成得又快又好。", "language": "chinese", "position": {"atoms": [{"position_id": 1070, "txt": "但是Manus完成得又快又好。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "网友@请回答42说：", "language": "chinese", "position": {"atoms": [{"position_id": 1072, "txt": "网友", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span/span[1]"}, {"position_id": 1074, "txt": "@请回答42", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span/span[2]"}, {"position_id": 1076, "txt": "说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "找Manus提了七八个需求，比大部分实习生的交付好得多。", "language": "chinese", "position": {"atoms": [{"position_id": 1077, "txt": "找Manus提了七八个需求，比大部分实习生的交付好得多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "拼效率拼不过，拼质量还拼不过，那打工人未来还要怎么在职场混呢？", "language": "chinese", "position": {"atoms": [{"position_id": 1079, "txt": "拼效率拼不过，拼质量还拼不过，那打工人未来还要怎么在职场混呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[81]/span/span"}]}, "tags": [], "label": 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"position": {"atoms": [{"position_id": 1090, "txt": "而如今，AI正式进入应用层面，在执行上，它的速度优势也尽显无遗。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[87]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "很久之前，互联网上有个很流行的段子：", "language": "chinese", "position": {"atoms": [{"position_id": 1092, "txt": "很久之前，互联网上有个很流行的段子：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[89]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "牛马打工人累了之后，就会幻想，要是我的电脑能自动帮我干活就好了。", "language": "chinese", "position": {"atoms": [{"position_id": 1093, "txt": "牛马打工人累了之后，就会幻想，要是我的电脑能自动帮我干活就好了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[89]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "现在这个段子已经变成了现实。", "language": "chinese", "position": {"atoms": [{"position_id": 1095, "txt": "现在这个段子已经变成了现实。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[91]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eqzwf3aJyIi3dAKBZQZz3T.png", "language": "chinese", "position": {"atoms": [{"position_id": 408, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3eqzwf3aJyIi3dAKBZQZz3T.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 94, "global_sentence_id": 70, "edu_l1_label": "EDU_O"}, {"txt": "Manus代替你接管电脑，帮你打开各种应用和软件干活。", "language": "chinese", "position": {"atoms": [{"position_id": 1097, "txt": "Manus代替你接管电脑，帮你打开各种应用和软件干活。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[94]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 71, 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{"txt": "在未来甚至90%的岗位都会消失。", "language": "chinese", "position": {"atoms": [{"position_id": 1103, "txt": "在未来甚至90%的岗位都会消失。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[98]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "当我们熟悉的职业一个又一个被AI替代，打工人又该何去何从呢？", "language": "chinese", "position": {"atoms": [{"position_id": 1105, "txt": "当我们熟悉的职业一个又一个被AI替代，打工人又该何去何从呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[100]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "04", "language": "chinese", "position": {"atoms": [{"position_id": 1107, "txt": "04", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[20]/section/section/article/section/section/section/span"}]}, "tags": [], "label": "title1", "web_segment_id": 99, "global_sentence_id": 77, "edu_l1_label": "BOS"}, {"txt": 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"前段时间，一篇《我的Deepseek为什么总在一本正经地胡说八道》的文章上了热搜。", "language": "chinese", "position": {"atoms": [{"position_id": 1121, "txt": "前段时间，一篇《我的Deepseek为什么总在一本正经地胡说八道》的文章上了热搜。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[114]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "里面有一个故事让我深有感触。", "language": "chinese", "position": {"atoms": [{"position_id": 1123, "txt": "里面有一个故事让我深有感触。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[116]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "一个博物馆的策展人小G，让AI来写文物介绍词。", "language": "chinese", "position": {"atoms": [{"position_id": 1125, "txt": "一个博物馆的策展人小G，让AI来写文物介绍词。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[118]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "本来拿到介绍词之后，小G非常开心。", "language": "chinese", "position": {"atoms": [{"position_id": 1127, "txt": "本来拿到介绍词之后，小G非常开心。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[120]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "但是很快她就发现，这个介绍词里很多的细节都是AI自己编造的。", "language": "chinese", "position": {"atoms": [{"position_id": 1129, "txt": "但是很快她就发现，这个介绍词里很多的细节都是AI自己编造的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[122]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 110, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "AI凭空捏造了一个钱庄使用的套色密押印章组，把小G唬得一愣一愣的。", "language": "chinese", "position": {"atoms": [{"position_id": 1131, "txt": "AI凭空捏造了一个钱庄使用的套色密押印章组，把小G唬得一愣一愣的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[124]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "小G现在看AI写的东西，都要化身福尔摩斯，一件一件去辨别真伪。", 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{"atoms": [{"position_id": 1224, "txt": "一切从人出发，而不是从机器出发。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[216]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 158, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "尊重内心的感受，置顶内心的情感。", "language": "chinese", "position": {"atoms": [{"position_id": 1225, "txt": "尊重内心的感受，置顶内心的情感。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[216]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 158, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "不要把自己交给“莫斯”。", "language": "chinese", "position": {"atoms": [{"position_id": 1227, "txt": "不要把自己交给“莫斯”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[218]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 159, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "以人的名义来定义规则，制定决策，才能保有人类的一席之地。", "language": "chinese", "position": {"atoms": [{"position_id": 1229, "txt": "以人的名义来定义规则，制定决策，才能保有人类的一席之地。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[220]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 160, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "▽", "language": "chinese", "position": {"atoms": [{"position_id": 1231, "txt": "▽", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[221]/span/span"}]}, "tags": [], "label": "O", "web_segment_id": 161, "global_sentence_id": 141, "edu_l1_label": "EDU_O"}, {"txt": "看过一本书，叫《AI未来进行时》，是一个人工智能专家和一个科幻作家写的。", "language": "chinese", "position": {"atoms": [{"position_id": 1233, "txt": "看过一本书，叫《AI未来进行时》，是一个人工智能专家和一个科幻作家写的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[222]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 162, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "在他们的畅想中，在2042年，是一个物质丰饶的时代。", "language": "chinese", "position": {"atoms": [{"position_id": 1235, "txt": "在他们的畅想中，在2042年，是一个物质丰饶的时代。", "x": 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"x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[230]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 166, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "很多人说，这一定是幻想。", "language": "chinese", "position": {"atoms": [{"position_id": 1243, "txt": "很多人说，这一定是幻想。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[232]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "甚至作者也把这一章也叫作《丰饶之梦》。", "language": "chinese", "position": {"atoms": [{"position_id": 1245, "txt": "甚至作者也把这一章也叫作《丰饶之梦》。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[234]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 168, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "但是我认为，如果我们能善用AI，这就不是我们的梦，而是我们的未来。", "language": "chinese", "position": {"atoms": [{"position_id": 1247, "txt": "但是我认为，如果我们能善用AI，这就不是我们的梦，而是我们的未来。", "x": 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# 比Deepseek还强的Manus（马牛死）爆火：打工人的天彻底塌了 ## 01 ## 02 ## 03 ## 04 ### 1. 培养淘金思维，提升认知免疫力。 ### 2. 培养全局观，提升领导力。 ### 3. 置顶情感，提升自己的感受力。
a3064917-528d-4466-b925-e1a53e43faf0
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test/raw_pdf_files/a3064917-528d-4466-b925-e1a53e43faf0.pdf
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Deformable Convolution V3 (DCNv3) and multi-object segmentation to optimize our Spatially Adaptive Convolution Network (SACNet) in three aspects: feature extraction, model architecture, and loss constraint, simultaneously enhancing the perception of different segmentation targets.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.08, 0.31, 0.49, 0.325], [0.08, 0.323, 0.49, 0.337], [0.08, 0.335, 0.49, 0.35], [0.08, 0.348, 0.49, 0.363], [0.08, 0.36, 0.49, 0.375], [0.08, 0.373, 0.214, 0.388]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "Firstly, we propose the Adaptive Receptive Field Module (ARFM), which combines DCNv3 with a series of customized block-level and architecture-level designs similar to transformers.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.214, 0.373, 0.49, 0.388], [0.08, 0.386, 0.49, 0.4], [0.08, 0.398, 0.49, 0.413], [0.08, 0.411, 0.185, 0.425]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "This module can capture the unique features of different organs by adaptively adjusting the receptive feld according to various targets.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.185, 0.411, 0.49, 0.425], [0.08, 0.423, 0.49, 0.438], [0.08, 0.436, 0.274, 0.451]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "Secondly, we utilize ARFM as building blocks to construct the encoder-decoder of SACNet and partially share parameters between the encoder and decoder, making the network wider rather than deeper.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.274, 0.436, 0.49, 0.451], [0.08, 0.448, 0.49, 0.463], [0.08, 0.461, 0.49, 0.476], [0.08, 0.474, 0.404, 0.488]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "This design achieves a shared lightweight decoder and a more parametereffcient and effective framework.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.404, 0.474, 0.49, 0.488], [0.08, 0.486, 0.49, 0.501], [0.08, 0.499, 0.302, 0.513]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "Lastly, we propose a novel continuity dynamic adjustment loss function, based on t-vMF dice loss and cross-entropy loss, to better balance easy and complex classes in segmentation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.302, 0.499, 0.49, 0.513], [0.08, 0.511, 0.49, 0.526], [0.08, 0.524, 0.49, 0.539], [0.08, 0.536, 0.233, 0.551]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "Experiments on 3D slice datasets from Synapse demonstrate that SACNet delivers superior segmentation performance in multi-organ segmentation tasks compared to several existing methods.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.233, 0.536, 0.49, 0.551], [0.08, 0.549, 0.49, 0.564], [0.08, 0.562, 0.49, 0.576], [0.08, 0.574, 0.239, 0.589]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 1, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "Index Terms—Multi-organ segmentation, Adaptive spatial ag-gregation, Category balancing", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.096, 0.587, 0.49, 0.602], [0.08, 0.6, 0.273, 0.614]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 10, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "I.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.222, 0.628, 0.232, 0.643]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 12, "global_sentence_id": 23, "edu_l1_label": "BOS"}, {"txt": "INTRODUCTION", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.232, 0.628, 0.349, 0.642]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 12, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "Multi-organ medical image segmentation, which simultaneously provides clearer visualization of anatomical and pathological structures across multiple organs, signifcantly enhances diagnostic effciency and accuracy [1]- [2].", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.096, 0.648, 0.49, 0.664], [0.08, 0.663, 0.49, 0.679], [0.08, 0.679, 0.49, 0.694], [0.08, 0.694, 0.433, 0.709]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "However, it remains challenging due to several diffculties:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.076, 0.71, 0.494, 0.862]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": " (1) Variability across target categories.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.076, 0.71, 0.494, 0.862]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "Not only do different organs within the same dataset vary signifcantly in size, shape, and texture, but even different slices of the same organ can exhibit considerable differences.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.076, 0.71, 0.494, 0.862]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "This variability makes it challenging for segmentation models to generalize effectively, as they may overft to specifc features seen during training and struggle with unseen morphological variations.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.076, 0.71, 0.494, 0.862]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "(2) Interference from complex backgrounds.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.076, 0.71, 0.494, 0.862]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "The complexity of surrounding anatomical structures and the presence of", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.076, 0.71, 0.494, 0.862]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "varying textures, intensities, and overlapping tissues introduce substantial challenges.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.51, 0.259, 0.92, 0.274], [0.51, 0.274, 0.659, 0.289]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "These intricate backgrounds can lead to ambiguous boundaries and obscure the precise contours of target organs, compromising the model’s ability to accuratelysegment organs and often resulting in incomplete or inaccurate segmentation outcomes.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.659, 0.274, 0.92, 0.289], [0.51, 0.289, 0.92, 0.304], [0.51, 0.304, 0.92, 0.319], [0.51, 0.319, 0.92, 0.335], [0.51, 0.334, 0.669, 0.35]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "To address these challenges in multi-organ medical image segmentation, recent studies [3]- [16] have employed various methods, including standard, dilated, and large-kernel convolutions, transformers, and hybrid architectures, to improve segmentation accuracy.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.526, 0.351, 0.92, 0.366], [0.51, 0.366, 0.92, 0.381], [0.51, 0.381, 0.92, 0.397], [0.51, 0.396, 0.92, 0.412], [0.51, 0.412, 0.663, 0.427]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "Dilated and large-kernel convolutions expand the receptive feld, while transformers [9] utilize selfattention to capture long-range dependencies.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.663, 0.412, 0.92, 0.427], [0.51, 0.427, 0.92, 0.442], [0.51, 0.442, 0.813, 0.457]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "However, these models often lack adaptability to the specifc structures of different organs, leading to potential segmentation inaccuracies.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.813, 0.442, 0.92, 0.457], [0.51, 0.457, 0.92, 0.472], [0.51, 0.472, 0.92, 0.487]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "Some researchers [17]- [20] have incorporated deformable convolutions and deformable attention transformers to address these issues, though challenges such as sampling fexibility, computational complexity, and data requirements remain.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.51, 0.487, 0.92, 0.502], [0.51, 0.502, 0.92, 0.517], [0.51, 0.517, 0.92, 0.532], [0.51, 0.532, 0.89, 0.547]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "Additionally, enhancements to the Dice loss function [21]- [26] have been proposed to handle segmentation imbalances, but limitations persist.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.89, 0.532, 0.92, 0.547], [0.51, 0.547, 0.92, 0.563], [0.51, 0.563, 0.92, 0.578], [0.51, 0.578, 0.632, 0.593]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "We propose the SACNet framework, which features an Adaptive Receptive Field Module (ARFM), a widenet strategy, and a dynamic continuity adjustment loss function:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.526, 0.594, 0.92, 0.609], [0.51, 0.609, 0.92, 0.625], [0.51, 0.625, 0.852, 0.64]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "• ARFM:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1100000, "bbox": [[0.526, 0.65, 0.596, 0.661]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": " To handle varying target categories and complexbackgrounds, we combine DCNv3 with grouped convolutions, ensuring each segmentation target has an adaptive receptive feld.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1100000, "bbox": [[0.596, 0.65, 0.92, 0.661], [0.542, 0.661, 0.92, 0.676], [0.542, 0.676, 0.92, 0.691], [0.542, 0.691, 0.642, 0.706]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "Additional elements like Feed-Forward, Layer Scale, and DropPath blocks enhance stability and geometric perception.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 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["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "• Continuity Dynamic Adjustment Loss Function (CT-Loss):", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.526, 0.801, 0.92, 0.812], [0.542, 0.811, 0.584, 0.827]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": " Combining t-vMF Dice loss and cross-entropy loss, CTLoss adjusts based on the Intersection Over Union (IOU) after each epoch, handling imbalanced data by dynamically adjusting the similarities for different classes.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.584, 0.811, 0.92, 0.827], [0.542, 0.827, 0.92, 0.842], [0.542, 0.842, 0.92, 0.857], [0.542, 0.857, 0.92, 0.872], [0.542, 0.872, 0.592, 0.887]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "Our method, SACNet, outperforms existing approaches in", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1400000, "bbox": [[0.526, 0.893, 0.92, 0.908]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1500000, "bbox": [[0.078, 0.872, 0.492, 0.908]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 48, "edu_l1_label": "EDU_O"}, {"txt": "multi-organ segmentation tasks, as demonstrated by state-ofthe-art results and thorough ablation studies.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1500000, "bbox": [[0.08, 0.063, 0.49, 0.078], [0.08, 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"web_segment_id": 15, "global_sentence_id": 52, "edu_l1_label": "BOS"}, {"txt": "METHOD", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.252, 0.375, 0.335, 0.39]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 15, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "A. Encoder", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1900000, "bbox": [[0.08, 0.394, 0.157, 0.409]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 12, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "Recent developments in large-scale CNN models [27] highlight the potential of Deformable Convolution v3 (DCNv3) for downstream visual tasks.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.096, 0.413, 0.49, 0.428], [0.08, 0.428, 0.49, 0.443], [0.08, 0.443, 0.272, 0.458]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "In SACNet, the ARFM module leverages the pre-trained DCNv3 block as a core component, integrating it with Transformer-like designs to form the spatially adaptive pyramid feature encoder.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.272, 0.443, 0.49, 0.458], [0.08, 0.458, 0.49, 0.473], [0.08, 0.473, 0.49, 0.488], [0.08, 0.488, 0.338, 0.503]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "The input image, sized 3×224×224, begins with a Stem Layer for initial processing.The encoder consists of four stages with embedding sizes of 112, 224, 448, and 896, each containing a series of ARFM modules and down-sampling layers.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.338, 0.488, 0.49, 0.503], [0.08, 0.503, 0.49, 0.519], [0.08, 0.518, 0.49, 0.534], [0.08, 0.534, 0.49, 0.549], [0.08, 0.549, 0.333, 0.564]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "Each ARFM module includes fve blocks: DCNv3 for adaptive receptive felds, Layer Norm, Feed-Forward block for pattern extraction, and Layer Scale and DropPath to stabilize training.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.333, 0.549, 0.49, 0.564], [0.08, 0.564, 0.49, 0.579], [0.08, 0.579, 0.49, 0.594], [0.08, 0.594, 0.395, 0.609]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "We emphasize the third encoder stage, using an ARFM module ratio of [4, 4, 21, 4] for optimal computation distribution.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.096, 0.609, 0.49, 0.624], [0.08, 0.624, 0.49, 0.639], [0.08, 0.639, 0.14, 0.654]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "Skip connections are employed to maintain gradient fow.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.14, 0.639, 0.49, 0.654], [0.08, 0.654, 0.14, 0.669]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "The encoder produces four feature maps of size H are linked to the decoder via skip connections.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.14, 0.654, 0.49, 0.669], [0.212, 0.669, 0.223, 0.678], [0.08, 0.684, 0.402, 0.7]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "The module sequence is illustrated in Fig.1.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.402, 0.684, 0.49, 0.7], [0.08, 0.7, 0.289, 0.715]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "B.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.08, 0.723, 0.094, 0.738]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 9, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "Decoder", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.094, 0.723, 0.158, 0.738]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 9, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "The SACNet decoder is composed of four decoder blocks and one bottleneck block.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.096, 0.742, 0.49, 0.757], [0.08, 0.757, 0.248, 0.772]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "Each block starts with layer normalization and upsamples the input by a factor of two to match the encoder outputs.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.248, 0.757, 0.49, 0.772], [0.08, 0.772, 0.49, 0.787], [0.08, 0.787, 0.188, 0.802]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "The ARFM module refnes features, followed by layer normalization, maintaining the same dimensions.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.188, 0.787, 0.49, 0.802], [0.08, 0.802, 0.49, 0.818]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "The outputs are concatenated with the encoder outputs via skip connections.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.08, 0.818, 0.49, 0.833], [0.08, 0.833, 0.199, 0.848]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "To handle the growing complexity due to DCNv3’s sampling points, we apply the WideNet [31]strategy, sharing DCNv3 projection weights between encoder and decoder to reduce parameter load.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.199, 0.833, 0.49, 0.848], [0.08, 0.848, 0.49, 0.863], [0.08, 0.863, 0.49, 0.878], [0.08, 0.878, 0.344, 0.893]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "This allows SACNet to expand in width while limiting depth.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.344, 0.878, 0.49, 0.893], [0.08, 0.893, 0.361, 0.908]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "After upsampling,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.361, 0.893, 0.49, 0.908]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "figure", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2400000, "bbox": [[0.509, 0.061, 0.923, 0.186]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 8, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}, {"txt": "Fig. 2: Qualitative comparisons of the segmentation performance of our approach alongside other segmentation methods. The frst two rows display Synapse dataset results with color codes: yellow (aorta), green (gallbladder), orange (left kidney), cyan (right kidney), plum (liver), purple (pancreas), indigo (spleen), and crimson (stomach).", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.507, 0.19, 0.922, 0.283]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 73, "edu_l1_label": "EDU_O"}, {"txt": "images are resized to H × W × N (where N is the numberof classes) for fnal segmentation, followed by Softmax for pixel classifcation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.51, 0.309, 0.92, 0.324], [0.51, 0.324, 0.92, 0.339], [0.51, 0.339, 0.635, 0.354]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "The bottleneck block functions similarly to other decoder blocks but focuses more on channel information without altering image size.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.635, 0.339, 0.92, 0.354], [0.51, 0.354, 0.92, 0.37], [0.51, 0.369, 0.705, 0.385]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "No additional techniques like residual connections [29] or deep supervision [30] are used in the decoder.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.705, 0.369, 0.92, 0.385], [0.51, 0.385, 0.92, 0.4], [0.51, 0.4, 0.608, 0.415]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "C. Training Loss", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2600000, "bbox": [[0.51, 0.423, 0.624, 0.438]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 11, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "In this study, we tested most of the proposed loss functions for multi-class medical image segmentation and comprehensively considered the loss aggregation strategy.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2700000, "bbox": [[0.526, 0.442, 0.92, 0.457], [0.51, 0.457, 0.92, 0.472], [0.51, 0.472, 0.832, 0.488]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "We propose a novel Continuity Dynamic Adjustment Loss Function (CTLoss) based on t-vMF Dice loss [25] and the cross-entropy loss function.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2700000, "bbox": [[0.832, 0.472, 0.92, 0.488], [0.51, 0.488, 0.92, 0.503], [0.51, 0.503, 0.92, 0.518], [0.51, 0.518, 0.601, 0.533]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "This new loss function adaptively uses more compact similarities for easy classes and wider similarities for diffcult classes, making it more effective in helping the model converge better and more effciently for multi-object image segmentation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2700000, "bbox": [[0.601, 0.518, 0.92, 0.533], [0.51, 0.533, 0.92, 0.548], [0.51, 0.548, 0.92, 0.563], [0.51, 0.563, 0.92, 0.578], [0.51, 0.578, 0.646, 0.593]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "The t-vMF Dice Loss is formulated as:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.526, 0.591, 0.789, 0.606]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "\\operatorname { c o s } \\theta _ { i } = \\sum _ { i = 1 } ^ { n } A _ { i n } B _ { i n } .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2900000, "bbox": [[0.641, 0.607, 0.778, 0.643]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 23, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "6", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.69, 0.687, 0.697, 0.694]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 21, "global_sentence_id": 83, "edu_l1_label": "EDU_O"}, {"txt": "1,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.813, 0.661, 0.829, 0.67]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 22, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "(2)", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.903, 0.657, 0.92, 0.671]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 17, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "56", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.664, 0.7, 0.691, 0.718]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 19, "global_sentence_id": 86, "edu_l1_label": "EDU_O"}, {"txt": "(1 - Φπ(cosθε;", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.702, 0.695, 0.833, 0.712]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 20, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "π))2", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.702, 0.695, 0.833, 0.712]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 20, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "(3)", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.903, 0.697, 0.92, 0.71]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 16, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "2=1", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.684, 0.712, 0.703, 0.721]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 18, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "where n indicates the number of class samples, i represents the category index, Ain indicates the vectors containing all positive examples predicted by the model, and Bin indicates the vectors containing all positive examples of the ground truth in the dataset.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.516, 0.727, 0.92, 0.742], [0.51, 0.742, 0.92, 0.757], [0.51, 0.757, 0.92, 0.772], [0.51, 0.772, 0.92, 0.787], [0.51, 0.787, 0.609, 0.802]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "κ is a concentration parameter that adjuststhe shape of the similarity function, and C is the number of classes.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.609, 0.787, 0.92, 0.802], [0.51, 0.802, 0.92, 0.818], [0.51, 0.818, 0.58, 0.833]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "We propose an effective algorithm that uses the Intersection Over Union (IOU) of the model on the validation set to update κ in the t-vMF Dice loss after each epoch.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.58, 0.818, 0.92, 0.833], [0.51, 0.833, 0.92, 0.848], [0.51, 0.848, 0.886, 0.863]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "Thisapproach adaptively determines κ to achieve more compactsimilarities for easy classes and wider similarities for diffcult classes.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.886, 0.848, 0.92, 0.863], [0.51, 0.863, 0.92, 0.878], [0.51, 0.878, 0.92, 0.893], [0.51, 0.893, 0.559, 0.908]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "TABLE I: Comparative analysis of model performance with 2D methods in multi-organ segmentation using the synapse dataset. The best result within each column is highlighted in bold, and the second-best is underlined. Models marked with an asterisk (∗) were implemented by us.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.078, 0.058, 0.921, 0.104]]}]}, "tags": ["table_caption"], "label": "table_title", "web_segment_id": 7, "global_sentence_id": 95, "edu_l1_label": "EDU_O"}, {"txt": "table", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.089, 0.116, 0.914, 0.278]]}]}, "tags": ["table"], "label": "table", "web_segment_id": 2, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": "TABLE II: Comparison of Ablation Studies: Only a single parameter is altered while keeping the others constant to observe the impact of each parameter on performance. S represents the Layer Scale and DropPath block.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.078, 0.295, 0.916, 0.327]]}]}, "tags": ["table_caption"], "label": "table_title", "web_segment_id": 0, "global_sentence_id": 97, "edu_l1_label": "EDU_O"}, {"txt": "table", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.085, 0.339, 0.915, 0.427]]}]}, "tags": ["table"], "label": "table", "web_segment_id": 6, "global_sentence_id": 98, "edu_l1_label": "EDU_O"}, {"txt": "The fnal loss function combines the adaptive t-vMF Dice Loss and the cross-entropy loss:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.096, 0.459, 0.49, 0.474], [0.08, 0.474, 0.295, 0.489]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "Lct = √Lt-vmf + (1 - 7)LcE,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.17, 0.497, 0.398, 0.513]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 17, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "(4)", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.471, 0.497, 0.49, 0.512]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 16, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "where LCE is the cross-entropy loss function, γ is the weightcoeffcient, with γ = 0.6 and 1 −γ = 0.4 representing theweights for the adaptive t-vMF Dice loss and the cross-entropy loss, respectively.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.08, 0.52, 0.49, 0.535], [0.08, 0.535, 0.49, 0.55], [0.08, 0.55, 0.49, 0.565], [0.08, 0.565, 0.196, 0.58]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "III.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.223, 0.587, 0.246, 0.603]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 14, "global_sentence_id": 103, "edu_l1_label": "BOS"}, {"txt": "EXPERIMENT", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.246, 0.587, 0.347, 0.602]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 14, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "A. Dataset and Evaluation", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.08, 0.606, 0.26, 0.621]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 11, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "The Synapse dataset consists of 30 scans of eight abdominal organs from the MICCAI 2015 Multi-Atlas Abdominal Labeling Challenge.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.096, 0.625, 0.49, 0.64], [0.08, 0.64, 0.49, 0.655], [0.08, 0.655, 0.175, 0.671]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "These eight organs include the left kidney, right kidney, aorta, spleen, gallbladder, liver, stomach, and pancreas.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.175, 0.655, 0.49, 0.671], [0.08, 0.67, 0.49, 0.686]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "We report the mean Dice Similarity Coeffcient (DSC) and the 95% Hausdorff Distance (HD95) for the segmentation of abdominal organs using 18 training cases (2212 axial slices) and 12 validation cases.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.08, 0.686, 0.49, 0.701], [0.08, 0.701, 0.49, 0.716], [0.08, 0.716, 0.49, 0.731], [0.08, 0.731, 0.24, 0.746]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "B. Setups", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.08, 0.753, 0.145, 0.768]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 10, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "The model and experiments were implemented using PyTorch 2.2.0 and the CUDA toolkit 12.1, with all experiments conducted on an NVIDIA 3090 24G GPU.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.096, 0.772, 0.49, 0.787], [0.08, 0.787, 0.49, 0.802], [0.08, 0.802, 0.369, 0.818]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "To improve computational effciency, the resolution of all training, validation, and test images was resized to 224×224.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.369, 0.802, 0.49, 0.818], [0.08, 0.818, 0.49, 0.833], [0.08, 0.833, 0.365, 0.848]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "We used a batchsize of 18, an initial learning rate of 3 × 10−4, and trainedthe models for 400 epochs.For better model initialization, we initialized the model parameters with weights pre-trained on ImageNet-1k.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.365, 0.833, 0.49, 0.848], [0.08, 0.848, 0.49, 0.863], [0.08, 0.863, 0.49, 0.878], [0.08, 0.878, 0.49, 0.893], [0.08, 0.893, 0.17, 0.908]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "IV.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.673, 0.459, 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"edu_l1_label": "IOS"}, {"txt": "On the Synapse dataset, as shown in Table I, our SACNet stands out with the highest scores for most organs, achieving 89.36% for the left kidney, 85.41% for the right kidney, 95.98% for the liver, and 87.64% for the stomach.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.526, 0.5, 0.92, 0.515], [0.51, 0.515, 0.92, 0.53], [0.51, 0.53, 0.92, 0.545], [0.51, 0.545, 0.852, 0.56]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "For other organs, except the spleen, our SACNet also achieves the second-best scores.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.852, 0.545, 0.92, 0.56], [0.51, 0.56, 0.92, 0.575], [0.51, 0.575, 0.64, 0.59]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "Additionally, our DSC reaches 84.92% and HD95 is 15.13, both being the best results compared to other benchmarks.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.64, 0.575, 0.92, 0.59], [0.51, 0.59, 0.92, 0.605], [0.51, 0.605, 0.633, 0.621]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "Figure 2 provides visual examples of the segmentation outputs produced by our proposed model and other state-of-the-art methods.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.633, 0.605, 0.92, 0.621], [0.51, 0.62, 0.92, 0.636], [0.51, 0.636, 0.708, 0.651]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "As shown, our predictions have clearer boundaries between different segmentation targets: the boundaries between the pancreas and spleen are clear and smooth.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.708, 0.636, 0.92, 0.651], [0.51, 0.651, 0.92, 0.666], [0.51, 0.666, 0.92, 0.681], [0.51, 0.681, 0.593, 0.696]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "Our model is more accurate for small objects: Swin-UNet and AgileFormer miss the gallbladder in their segmentations, and TransUNet only partially segments it, but our model segments it completely.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.593, 0.681, 0.92, 0.696], [0.51, 0.696, 0.92, 0.711], [0.51, 0.711, 0.92, 0.726], [0.51, 0.726, 0.742, 0.741]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "As shown in the last two rows of Table I, replacing CDLoss with CTLoss signifcantly improves the results for DSC and HD95, as well as for most organs, particularly the left and right kidneys.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.742, 0.726, 0.92, 0.741], [0.51, 0.741, 0.92, 0.756], [0.51, 0.756, 0.92, 0.772], [0.51, 0.771, 0.816, 0.787]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "B. Ablation Study", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4800000, "bbox": [[0.51, 0.797, 0.63, 0.812]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 13, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "Using the Synapse dataset, we ablated SACNet’s key com-ponents to validate their effectiveness, as detailed in Table II.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.526, 0.818, 0.92, 0.833], [0.51, 0.833, 0.92, 0.848], [0.51, 0.848, 0.525, 0.863]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "We evaluated the impact of removing pre-trained DCNv3, FFN, Layer Scale, and DropPath blocks.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.525, 0.848, 0.92, 0.863], [0.51, 0.863, 0.796, 0.878]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "Without DCNv3, DSC dropped from 84.92% to 76.99%, and HD95 rose from 15.13 to 31.05, indicating its crucial role.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.796, 0.863, 0.92, 0.878], [0.51, 0.878, 0.92, 0.893], [0.51, 0.893, 0.79, 0.908]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "We also compared", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.79, 0.893, 0.92, 0.908]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "two loss functions:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.08, 0.063, 0.207, 0.078]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": " a combination of cross-entropy and Dice loss versus our proposed CTLoss, with the latter showing superior results.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.207, 0.063, 0.49, 0.078], [0.08, 0.078, 0.49, 0.093], [0.08, 0.093, 0.187, 0.108]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "These comparisons confrm that our ARFM design, integrating key components, enhances accuracy, positioning SACNet as a state-of-the-art model for 2D multi-organ segmentation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.187, 0.093, 0.49, 0.108], [0.08, 0.108, 0.49, 0.123], [0.08, 0.123, 0.49, 0.138], [0.08, 0.138, 0.171, 0.153]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "V. CONCLUSION", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5000000, "bbox": [[0.227, 0.171, 0.344, 0.186]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 4, "global_sentence_id": 132, "edu_l1_label": "BOS"}, {"txt": "In this study, we focus on the 2D multi-organ medical segmentation task and utilize the knowledge of deformable convolution v3 and multi-object segmentation to optimize our SACNet in three aspects:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5100000, "bbox": [[0.096, 0.197, 0.49, 0.212], [0.08, 0.212, 0.49, 0.227], [0.08, 0.227, 0.49, 0.242], [0.08, 0.242, 0.252, 0.257]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": " feature extraction, model architecture, and loss constraint, simultaneously enhancing perception for different segmentation targets.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5100000, "bbox": [[0.252, 0.242, 0.49, 0.257], [0.08, 0.257, 0.49, 0.272], [0.08, 0.272, 0.308, 0.287]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "Our method is verifed on 3D slice datasets from Synapse, and the results show that our method provides better accuracy in multi-organ segmentation tasks compared to several existing methods.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5100000, "bbox": [[0.308, 0.272, 0.49, 0.287], [0.08, 0.287, 0.49, 0.302], [0.08, 0.302, 0.49, 0.318], [0.08, 0.317, 0.374, 0.333]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "REFERENCES", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5200000, "bbox": [[0.24, 0.35, 0.331, 0.365]]}]}, "tags": ["title"], "label": "reference", "web_segment_id": 5, "global_sentence_id": 136, "edu_l1_label": "EDU_O"}, {"txt": "[1] R. 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# SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation ## I.INTRODUCTION ## II.METHOD ### A. Encoder ### B.Decoder ### C. Training Loss ## III.EXPERIMENT ### A. Dataset and Evaluation ### B. Setups ## IV.RESULT ### A.Performance on Synapse Dataset ### B. Ablation Study ## V. CONCLUSION
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# 春节新房销售同比$+8\%$，节后二手成交率先回暖 ## 春节期间28城新房销售较去年有所上升 ## 年后二手房成交逐步回暖 ## 行情回顾 ### 地产行情回顾 ### 物业行情回顾 ## 数据跟踪 ### 宅地成交 ### 新房成交 ### 二手房成交 ### 重点城市库存与去化周期 ## 地产行业政策和新闻 ## 地产公司动态 ## 物管行业政策和新闻 ## 非开发公司动态 ## 行业估值 ## 风险提示
f175fef8-7272-48e1-b747-9ad451c15ad8
web
test/raw_web_htmls/f175fef8-7272-48e1-b747-9ad451c15ad8.html
https://www.huxiu.com/article/4027582.html?f=rss
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43, "edu_l1_label": "IOS"}, {"txt": "《财经》综合采访调研结果显示，DeepSeek带给中美产业界的巨大转变有两点。", "language": "chinese", "position": {"atoms": [{"position_id": 711, "txt": "《财经》综合采访调研结果显示，DeepSeek带给中美产业界的巨大转变有两点。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 17, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "其一，人们此前普遍认为，信息技术的关键突破都在美国，其他国家都是在反向工程。", "language": "chinese", "position": {"atoms": [{"position_id": 713, "txt": "其一，人们此前普遍认为，信息技术的关键突破都在美国，其他国家都是在反向工程。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "DeepSeek打破了这一刻板共识，成为近20年来第一个拿出革命性方案的中国创业公司。", "language": "chinese", "position": {"atoms": [{"position_id": 714, "txt": "DeepSeek打破了这一刻板共识，成为近20年来第一个拿出革命性方案的中国创业公司。", "x": 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"txt": "大厂虽然人才储备丰富，但涉及多项业务和层级，层级汇报、不同业务部门的沟通协作都会消耗时间精力。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "DeepSeek的母公司幻方做的是量化投资，是天然的AI大模型应用场景，业内认为，技术研发和应用场景的联动是有效提升技术实力的方式之一。", "language": "chinese", "position": {"atoms": [{"position_id": 822, "txt": "DeepSeek的母公司幻方做的是量化投资，是天然的AI大模型应用场景，业内认为，技术研发和应用场景的联动是有效提升技术实力的方式之一。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "前述大厂人士提到，他所在的核心业务部门曾多次向大模型团队提出合作，但都没有收到积极反馈。", "language": "chinese", "position": {"atoms": [{"position_id": 823, "txt": "前述大厂人士提到，他所在的核心业务部门曾多次向大模型团队提出合作，但都没有收到积极反馈。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 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"web_segment_id": 47, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "对比大厂，创业公司相对更灵活也更扁平，但有其他阻力。", "language": "chinese", "position": {"atoms": [{"position_id": 839, "txt": "对比大厂，创业公司相对更灵活也更扁平，但有其他阻力。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[93]"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "一家成立超过七年的AI公司创始人很佩服DeepSeek敢于投入的勇气。", "language": "chinese", "position": {"atoms": [{"position_id": 841, "txt": "一家成立超过七年的AI公司创始人很佩服DeepSeek敢于投入的勇气。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[95]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "他的感受是，虽然业内很多公司都拿到高融资，宣称大举投入，但实际很少有创业公司真正花了大价钱去做大模型的基础研发。", "language": "chinese", "position": {"atoms": [{"position_id": 842, "txt": "他的感受是，虽然业内很多公司都拿到高融资，宣称大举投入，但实际很少有创业公司真正花了大价钱去做大模型的基础研发。", "x": 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"有一些知名大模型创业公司会主动要求和他建立战略合作关系，以此来对外证明自己在投入算力，“不给钱的那种”。", "language": "chinese", "position": {"atoms": [{"position_id": 846, "txt": "有一些知名大模型创业公司会主动要求和他建立战略合作关系，以此来对外证明自己在投入算力，“不给钱的那种”。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[97]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "大模型太烧钱，即使是以低成本著称的DeepSeek在前期的投入也很难估量。", "language": "chinese", "position": {"atoms": [{"position_id": 848, "txt": "大模型太烧钱，即使是以低成本著称的DeepSeek在前期的投入也很难估量。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[99]"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "第三方机构SemiAnalysis推算，DeepSeek实际拥有庞大的算力储备：", "language": "chinese", "position": {"atoms": [{"position_id": 849, "txt": "第三方机构SemiAnalysis推算，DeepSeek实际拥有庞大的算力储备：", "x": 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"/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[101]/strong"}, {"position_id": 856, "txt": "，而估值越高，IPO", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[101]/strong"}, {"position_id": 858, "txt": "（首次公开募股）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[101]/span"}, {"position_id": 860, "txt": "的时间表就越紧急。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[101]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 52, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "这意味着，一个AI创业公司拿不到融资甚至没理由活下去，但一旦拿到第一笔融资，就被上了发条，可能回为了上市而草草商业化。", "language": "chinese", "position": {"atoms": [{"position_id": 861, "txt": "这意味着，一个AI创业公司拿不到融资甚至没理由活下去，但一旦拿到第一笔融资，就被上了发条，可能回为了上市而草草商业化。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[101]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "大模型领域对算力和数据的高投入一度被认为是影响创业公司估值的障碍。", "language": "chinese", "position": {"atoms": [{"position_id": 863, "txt": "大模型领域对算力和数据的高投入一度被认为是影响创业公司估值的障碍。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[103]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "一方面，创业公司很难在这些投入上和大厂抗衡，投入看不到上限。", "language": "chinese", "position": {"atoms": [{"position_id": 864, "txt": "一方面，创业公司很难在这些投入上和大厂抗衡，投入看不到上限。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[103]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "另一方面，这会让创业公司变成一家重资产公司。", "language": "chinese", "position": {"atoms": [{"position_id": 865, "txt": "另一方面，这会让创业公司变成一家重资产公司。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[103]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "大多数中国科技公司一开始就会将重心放在闭源模型上，因为行业的普遍预判是AI商业化应用主要集中在B端，而核心的企业客户需要闭源模型，甚至需要本地化部署。", "language": "chinese", "position": {"atoms": [{"position_id": 867, "txt": "大多数中国科技公司一开始就会将重心放在闭源模型上，因为行业的普遍预判是AI商业化应用主要集中在B端，而核心的企业客户需要闭源模型，甚至需要本地化部署。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[105]"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "物理AI仿真系统开发商松应科技CEO聂凯旋告诉《财经》，DeepSeek的开源模式一定程度上规避了这个矛盾。", "language": "chinese", "position": {"atoms": [{"position_id": 869, "txt": "物理AI仿真系统开发商松应科技CEO聂凯旋告诉《财经》，DeepSeek的开源模式一定程度上规避了这个矛盾。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[107]"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "开源比闭源的模式成本低且进步速度快，“DeepSeek没有做特别多架构性的创新，应该说它是在借鉴开源的基础上，对模型能力做了比较陡峭的升级”。", "language": "chinese", "position": {"atoms": [{"position_id": 870, "txt": "开源比闭源的模式成本低且进步速度快，“DeepSeek没有做特别多架构性的创新，应该说它是在借鉴开源的基础上，对模型能力做了比较陡峭的升级”。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[107]"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "二、生态：", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "二、生态：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[109]"}]}, "tags": [], "label": "title1", "web_segment_id": 56, "global_sentence_id": 135, "edu_l1_label": "BOS"}, {"txt": "聚拢效应正在形成", "language": "chinese", "position": {"atoms": [{"position_id": 873, "txt": "聚拢效应正在形成", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[109]"}]}, "tags": [], "label": "title1", "web_segment_id": 56, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "无论大公司小公司，之前要赢，是高成本的赢；", "language": "chinese", "position": {"atoms": [{"position_id": 875, "txt": "无论大公司小公司，之前要赢，是高成本的赢；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[111]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "现在，所有人都有可能低成本赢，这是生态的本质。", "language": "chinese", "position": {"atoms": [{"position_id": 876, "txt": "现在，所有人都有可能低成本赢，这是生态的本质。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[111]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "DeepSeek两款模型V3/R3是开源的，任何人都可以下载、部署、使用，这也是它能够快速获得讨论度的核心原因之一。", "language": "chinese", "position": {"atoms": [{"position_id": 878, "txt": "DeepSeek两款模型V3/R3是开源的，任何人都可以下载、部署、使用，这也是它能够快速获得讨论度的核心原因之一。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[113]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "大年初一，正在丈母娘家吃团圆饭的华为工程师张飞飞（化名）被拉进一个电话会，新的动作在这次会上被部署：", "language": "chinese", "position": {"atoms": [{"position_id": 880, "txt": "大年初一，正在丈母娘家吃团圆饭的华为工程师张飞飞", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[115]"}, {"position_id": 882, "txt": "（化名）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[115]/span"}, {"position_id": 884, "txt": "被拉进一个电话会，新的动作在这次会上被部署：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[115]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "“准备安排加班，我们现在就要开始接入DeepSeek V3。”", "language": "chinese", "position": {"atoms": [{"position_id": 885, "txt": "“准备安排加班，我们现在就要开始接入DeepSeek V3。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[115]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "四天后，所有团队成员就位。", "language": "chinese", "position": {"atoms": [{"position_id": 886, "txt": "四天后，所有团队成员就位。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[115]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "他们的目标是在一季度就要完成所有的适配工作。", "language": "chinese", "position": {"atoms": [{"position_id": 887, "txt": "他们的目标是在一季度就要完成所有的适配工作。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[115]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "阿里云资深工程师徐陵（化名）所在团队在年前就已经多次开会讨论了。", "language": "chinese", "position": {"atoms": [{"position_id": 889, "txt": "阿里云资深工程师徐陵", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[117]"}, {"position_id": 891, "txt": "（化名）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[117]/span"}, {"position_id": 893, "txt": "所在团队在年前就已经多次开会讨论了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[117]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "他透露，2025年开年以来，自己“所有的工作都是在围着DeepSeek转。”", "language": "chinese", "position": {"atoms": [{"position_id": 894, "txt": "他透露，2025年开年以来，自己“所有的工作都是在围着DeepSeek转。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[117]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": "他评价道，DeepSeek的技术路线并不是独一无二的，各家大厂都有类似的产品，但DeepSeek目前展示出的工程能力确实很强。", "language": "chinese", "position": {"atoms": [{"position_id": 895, "txt": "他评价道，DeepSeek的技术路线并不是独一无二的，各家大厂都有类似的产品，但DeepSeek目前展示出的工程能力确实很强。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[117]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "所谓工程能力，包括但不仅限于训练成本效率、模型性能和技术创新能力。", "language": "chinese", "position": {"atoms": [{"position_id": 896, "txt": "所谓工程能力，包括但不仅限于训练成本效率、模型性能和技术创新能力。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[117]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "工作量陡然加大，徐陵觉得很累，但重拾了久违的信心。", "language": "chinese", "position": {"atoms": [{"position_id": 898, "txt": "工作量陡然加大，徐陵觉得很累，但重拾了久违的信心。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[119]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "阿里云现有大模型的云业务也有自研AI芯片。", "language": "chinese", "position": {"atoms": [{"position_id": 899, "txt": "阿里云现有大模型的云业务也有自研AI芯片。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[119]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": "他向《财经》表示，在美国数次加码国产GPU的算力封锁之后，自家芯片为了合规已经不得不主动降低了算力和制程，这让他一度沮丧，认为中美之间AI差距在加大，但是DeepSeek的技术路线证明了较低算力芯片也有可能做出同样先进的模型效果。", "language": "chinese", "position": {"atoms": [{"position_id": 900, "txt": "他向《财经》表示，在美国数次加码国产GPU的算力封锁之后，自家芯片为了合规已经不得不主动降低了算力和制程，这让他一度沮丧，认为中美之间AI差距在加大，但是DeepSeek的技术路线证明了较低算力芯片也有可能做出同样先进的模型效果。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[119]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": "短短十余天，百余家中国公司已经宣布“接入DeepSeek”，覆盖从芯片、算力服务商到AI用户到最终用户各级生态圈。", "language": "chinese", "position": {"atoms": [{"position_id": 902, "txt": "短短十余天，百余家中国公司已经宣布“接入DeepSeek”，覆盖从芯片、算力服务商到AI用户到最终用户各级生态圈。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[121]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": "另一个新变化是，一些科技公司里闲置的服务器重新跑了起来。", "language": "chinese", "position": {"atoms": [{"position_id": 904, "txt": "另一个新变化是，一些科技公司里闲置的服务器重新跑了起来。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[123]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "“我们公司一批放在库房吃灰的CPU服务器，以前从没想过还能和AI扯上什么关系，现在也能带得动大模型了。”", "language": "chinese", "position": {"atoms": [{"position_id": 905, "txt": "“我们公司一批放在库房吃灰的CPU服务器，以前从没想过还能和AI扯上什么关系，现在也能带得动大模型了。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[123]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "位于上海松江区的某云服务公司的一位技术人士告诉《财经》，此前大模型应用开发的成本太高了，他认为DeepSeek带来的大幅降低开发门槛的趋势将会推动产业向前一大步。", "language": "chinese", "position": {"atoms": [{"position_id": 906, "txt": "位于上海松江区的某云服务公司的一位技术人士告诉《财经》，此前大模型应用开发的成本太高了，他认为DeepSeek带来的大幅降低开发门槛的趋势将会推动产业向前一大步。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[123]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "一家中国芯片设计公司已经准备将原定于2026年推出的新产品发布提前到今年，希望接住DeepSeek带来的国产算力的机会。", "language": "chinese", "position": {"atoms": [{"position_id": 908, "txt": "一家中国芯片设计公司已经准备将原定于2026年推出的新产品发布提前到今年，希望接住DeepSeek带来的国产算力的机会。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[125]"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "开源也让DeepSeek迅速形成产业生态——芯片厂商、云厂商、软件厂商都在主动接入或适配DeepSeek。", "language": "chinese", "position": {"atoms": [{"position_id": 910, "txt": "开源也让DeepSeek迅速形成产业生态——", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[127]/strong[1]"}, {"position_id": 912, "txt": "芯片厂商、云厂商、软件厂商都在主动接入或适配DeepSeek。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[127]/strong[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 65, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "芯片公司第一时间拥抱了DeepSeek。", "language": "chinese", "position": {"atoms": [{"position_id": 914, "txt": "芯片公司第一时间拥抱了DeepSeek。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[129]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "包括英伟达、AMD这些国际芯片厂商，华为·N腾、百度昆仑芯、海光这几家国产芯片厂商也迅速适配DeepSeek，为其专门优化Al推理。", "language": "chinese", "position": {"atoms": [{"position_id": 915, "txt": "包括英伟达、AMD这些国际芯片厂商，华为·N腾、百度昆仑芯、海光这几家国产芯片厂商也迅速适配DeepSeek，为其专门优化Al推理。", "x": 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"language": "chinese", "position": {"atoms": [{"position_id": 920, "txt": "云厂商一直是大模型推广应用的直接受益者，它们愿意上架所有热门模型。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[131]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "客户使用DeepSeek等模型时会消耗算力、数据，进而带动其他基础云产品（计算、存储、网络、数据库、软件）的销售。", "language": "chinese", "position": {"atoms": [{"position_id": 921, "txt": "客户使用DeepSeek等模型时会消耗算力、数据，进而带动其他基础云产品", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[131]"}, {"position_id": 923, "txt": "（计算、存储、网络、数据库、软件）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[131]/span[1]"}, {"position_id": 925, "txt": "的销售。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[131]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": 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"language": "chinese", "position": {"atoms": [{"position_id": 1002, "txt": "他正看定制化推理服务相关的初创项目。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[169]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 204, "edu_l1_label": "IOS"}, {"txt": "“结合新技术路线的定制化推理服务将让大家前期熟悉的智能安防、智能客服、医疗影像诊断、金融风险评估等领域的应用准确度和智能度大大提升，颗粒度更细。”", "language": "chinese", "position": {"atoms": [{"position_id": 1003, "txt": "“结合新技术路线的定制化推理服务将让大家前期熟悉的智能安防、智能客服、医疗影像诊断、金融风险评估等领域的应用准确度和智能度大大提升，颗粒度更细。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[169]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 205, "edu_l1_label": "IOS"}, {"txt": "中国电子云副总裁常慧锋透露，过去两年国内AI大模型相关的项目已经涌现，不少千万级的大单，主要是来自金融等信息化基础很好的行业，但整体来说，AI大模型推理能力跟业务的垂直领域结合才刚刚开始。", "language": "chinese", "position": {"atoms": [{"position_id": 1005, "txt": "中国电子云副总裁常慧锋透露，过去两年国内AI大模型相关的项目已经涌现，不少千万级的大单，主要是来自金融等信息化基础很好的行业，但整体来说，AI大模型推理能力跟业务的垂直领域结合才刚刚开始。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[171]"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 206, "edu_l1_label": "IOS"}, {"txt": "这些都是机会。", "language": "chinese", "position": {"atoms": [{"position_id": 1007, "txt": "这些都是机会。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[173]"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 207, "edu_l1_label": "IOS"}, {"txt": "DeepSeek的出现再一次唤起一级市场的“害怕错过”心态，且这次比上一次由OpenAI带来的影响量级更上一层。", "language": "chinese", "position": {"atoms": [{"position_id": 1009, "txt": "DeepSeek的出现再一次唤起一级市场的“害怕错过”心态，且这次比上一次由OpenAI带来的影响量级更上一层。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[175]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 208, "edu_l1_label": "IOS"}, {"txt": "“上一次是美国公司，我们是跟随；", "language": "chinese", "position": {"atoms": [{"position_id": 1010, "txt": "“上一次是美国公司，我们是跟随；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[175]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 209, "edu_l1_label": "IOS"}, {"txt": "这一次是中国公司，机会更大了。”", "language": "chinese", "position": {"atoms": [{"position_id": 1011, "txt": "这一次是中国公司，机会更大了。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[175]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 210, "edu_l1_label": "IOS"}, {"txt": "AI行业尚处于发展初期，门槛和上限远比移动互联网产业更高。", "language": "chinese", "position": {"atoms": [{"position_id": 1013, "txt": "AI行业尚处于发展初期，门槛和上限远比移动互联网产业更高。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[177]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 211, "edu_l1_label": "IOS"}, {"txt": 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1022, "txt": "风险投资资金基本上流到了少数头部大模型公司，更多细分领域的创业公司很难拿到钱。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[183]"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 217, "edu_l1_label": "IOS"}, {"txt": "那些头部大模型创业公司的估值太高，资金很难进去。", "language": "chinese", "position": {"atoms": [{"position_id": 1023, "txt": "那些头部大模型创业公司的估值太高，资金很难进去。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[183]"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 218, "edu_l1_label": "IOS"}, {"txt": "据第三方数据机构企名片，2024年全年，中国AI领域融资总额约495亿元。", "language": "chinese", "position": {"atoms": [{"position_id": 1024, "txt": "据第三方数据机构企名片，2024年全年，中国AI领域融资总额约495亿元。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[183]"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 219, "edu_l1_label": "IOS"}, {"txt": 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"大模型芯片公司行云集成电路CEO季宇告诉《财经》，作为一家芯片公司，他们关注的不仅仅是模型的效果，更注重模型的经济性，而经济性很大程度上取决于运行模型的硬件。", "language": "chinese", "position": {"atoms": [{"position_id": 1065, "txt": "大模型芯片公司行云集成电路CEO季宇告诉《财经》，作为一家芯片公司，他们关注的不仅仅是模型的效果，更注重模型的经济性，而经济性很大程度上取决于运行模型的硬件。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[205]"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 243, "edu_l1_label": "IOS"}, {"txt": "DeepSeek有望把高质量的模型降到人人都用得起的一个水平，他认为，这将会给硬件，也就是国产芯片带来机会。", "language": "chinese", "position": {"atoms": [{"position_id": 1066, "txt": "DeepSeek有望把高质量的模型降到人人都用得起的一个水平，他认为，这将会给硬件，也就是国产芯片带来机会。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[205]"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 244, "edu_l1_label": "IOS"}, {"txt": "DeepSeek采用了MoE（混合专家模型）架构，这种架构的优势在于降低了对内存带宽的需求，缺点是需要更大的内存容量。", "language": "chinese", "position": {"atoms": [{"position_id": 1068, "txt": 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{"txt": "“DeepSeek V3/R1性能出色，又开源开得比较彻底，让人放心跟进，在这一点上，阿里云作为另一个也在国内推AI开源大模型的厂家就有点难比，因为它同时也有闭源大模型，导致别的玩家多少有点不放心，会认为我在你开源产品上怎么做也比不上你阿里云闭源的大模型，DeepSeek就不会让人产生这种顾虑。”", "language": "chinese", "position": {"atoms": [{"position_id": 1148, "txt": "“DeepSeek V3/R1性能出色，又开源开得比较彻底，让人放心跟进，在这一点上，阿里云作为另一个也在国内推AI开源大模型的厂家就有点难比，因为它同时也有闭源大模型，导致别的玩家多少有点不放心，会认为我在你开源产品上怎么做也比不上你阿里云闭源的大模型，DeepSeek就不会让人产生这种顾虑。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[249]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 288, "edu_l1_label": "IOS"}, {"txt": "某云服务商高管告诉《财经》。", "language": "chinese", "position": {"atoms": [{"position_id": 1149, "txt": "某云服务商高管告诉《财经》。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[249]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 289, "edu_l1_label": "IOS"}, {"txt": "软件开源并非指将源代码全部无条件免费提供给别人用，必须遵循一定规则，即开源协议。", "language": "chinese", "position": {"atoms": [{"position_id": 1151, "txt": "软件开源并非指将源代码全部无条件免费提供给别人用，必须遵循一定规则，即开源协议。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[251]"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 290, "edu_l1_label": "IOS"}, {"txt": "全世界有上百种开源协议，常用的有五六种，DeepSeek选择的是比较宽松友好的MIT开源协议（The Massachusetts Institute of Technology License，麻省理工学院许可协议）。", "language": "chinese", "position": {"atoms": [{"position_id": 1152, "txt": "全世界有上百种开源协议，常用的有五六种，DeepSeek选择的是比较宽松友好的MIT开源协议", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[251]"}, {"position_id": 1154, "txt": "（The Massachusetts Institute of Technology License，麻省理工学院许可协议）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[251]/span"}, {"position_id": 1156, "txt": "。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[251]/span"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 291, "edu_l1_label": "IOS"}, {"txt": "MIT开源协议最大的特点是支持商用，很多公司在选用开源产品的时候也都首选支持MIT协议的，因为可以完全控制这些第三方的代码，必要的时候可以修改或者二次开发。", "language": "chinese", "position": {"atoms": [{"position_id": 1158, "txt": "MIT开源协议最大的特点是支持商用，很多公司在选用开源产品的时候也都首选支持MIT协议的，因为可以完全控制这些第三方的代码，必要的时候可以修改或者二次开发。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[253]"}]}, "tags": [], "label": "content", "web_segment_id": 128, "global_sentence_id": 292, "edu_l1_label": "IOS"}, {"txt": "相比之下，一些商业闭源模型可能每年需要企业支付数百万甚至上千万元的授权费用，免费又支持商用的DeepSeek大模型对生态合作伙伴的吸引力更强。", "language": "chinese", "position": {"atoms": [{"position_id": 1159, "txt": "相比之下，一些商业闭源模型可能每年需要企业支付数百万甚至上千万元的授权费用，免费又支持商用的DeepSeek大模型对生态合作伙伴的吸引力更强。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[253]"}]}, "tags": [], "label": "content", "web_segment_id": 128, "global_sentence_id": 293, "edu_l1_label": "IOS"}, {"txt": "陈健指出了开源对DeepSeek未来发展的另一种潜在的长期影响：", "language": "chinese", "position": {"atoms": [{"position_id": 1161, "txt": "陈健指出了开源对DeepSeek未来发展的另一种潜在的长期影响：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[255]"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 294, "edu_l1_label": "IOS"}, {"txt": "“在开源世界，你如果被认可，那全世界的高手都会跟你玩，会在你的代码基础上继续创新，形成良好的开发者社区氛围，增进开源模型应用生态。”", "language": "chinese", "position": {"atoms": [{"position_id": 1162, "txt": "“在开源世界，你如果被认可，那全世界的高手都会跟你玩，会在你的代码基础上继续创新，形成良好的开发者社区氛围，增进开源模型应用生态。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[255]"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 295, "edu_l1_label": "IOS"}, {"txt": "中国电子首席科学家、中国电子云总工程师朱国平表示，DeepSeek有可能复制Linux操作系统的成功。", "language": "chinese", "position": {"atoms": [{"position_id": 1164, "txt": "中国电子首席科学家、中国电子云总工程师朱国平表示，DeepSeek有可能复制Linux操作系统的成功。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[257]"}]}, 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"txt": "“AI大模型和操作系统一样，都是平台级软件，平台级软件总会收敛到少数几家，尽管当前大模型众多，但最终只有几家能胜出。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[259]"}]}, "tags": [], "label": "content", "web_segment_id": 131, "global_sentence_id": 299, "edu_l1_label": "IOS"}, {"txt": "朱国平说。", "language": "chinese", "position": {"atoms": [{"position_id": 1169, "txt": "朱国平说。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[259]"}]}, "tags": [], "label": "content", "web_segment_id": 131, "global_sentence_id": 300, "edu_l1_label": "IOS"}, {"txt": "在中国，受限于美国不断收紧的芯片制裁政策，中国公司无法从英伟达等芯片公司购买高端芯片，也无法制造7纳米及以上的高端芯片，导致不少中国AI大模型创业创新团队不得不默认一个所谓的“跟随战略”：", "language": "chinese", "position": {"atoms": [{"position_id": 1171, "txt": "在中国，受限于美国不断收紧的芯片制裁政策，中国公司无法从英伟达等芯片公司购买高端芯片，也无法制造7纳米及以上的高端芯片，导致不少中国AI大模型创业创新团队不得不默认一个所谓的“跟随战略”：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[261]"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 301, "edu_l1_label": "IOS"}, {"txt": "紧跟世界前沿创新的脚步，保证中国AI大模型不落后三个至六个月，并试图利用中国丰富的应用场景做出“从1-100”的创新。", "language": "chinese", "position": {"atoms": [{"position_id": 1172, "txt": "紧跟世界前沿创新的脚步，保证中国AI大模型不落后三个至六个月，并试图利用中国丰富的应用场景做出“从1-100”的创新。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[261]"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 302, "edu_l1_label": "IOS"}, {"txt": "未来，国产芯片、DeepSeek大模型、算力服务商、行业应用，这些环节能够共同形成国产AI大模型产业链闭环。", "language": "chinese", "position": {"atoms": [{"position_id": 1174, "txt": "未来，国产芯片、DeepSeek大模型、算力服务商、行业应用，这些环节能够共同形成国产AI大模型产业链闭环。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[263]"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 303, "edu_l1_label": "IOS"}, {"txt": "2月11日，百度创始人李彦宏在阿联酋迪拜World", "language": "chinese", "position": {"atoms": [{"position_id": 1176, "txt": "2月11日，百度创始人李彦宏在阿联酋迪拜World", 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"/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[269]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 309, "edu_l1_label": "IOS"}, {"txt": "AI领域中国相对美国差距不小，而且差距在拉大；", "language": "chinese", "position": {"atoms": [{"position_id": 1184, "txt": "AI领域中国相对美国差距不小，而且差距在拉大；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[269]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 310, "edu_l1_label": "IOS"}, {"txt": "美国的芯片是制约中国AI产业发展的关键，可以卡住中国；", "language": "chinese", "position": {"atoms": [{"position_id": 1185, "txt": "美国的芯片是制约中国AI产业发展的关键，可以卡住中国；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[269]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 311, "edu_l1_label": "IOS"}, {"txt": "目前全球的AI竞争的核心是训练，推理是未来的事；", "language": "chinese", "position": {"atoms": [{"position_id": 1186, "txt": "目前全球的AI竞争的核心是训练，推理是未来的事；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[269]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 312, "edu_l1_label": "IOS"}, {"txt": "大模型的关键突破都发生在美国，其他国家市场都是在反向工程。", "language": "chinese", "position": {"atoms": [{"position_id": 1187, "txt": "大模型的关键突破都发生在美国，其他国家市场都是在反向工程。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[269]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 313, "edu_l1_label": "IOS"}, {"txt": "这不仅是对中国AI产业创新的实践启示，也是对全球AI进展打破常规缓慢节奏的启示。", "language": "chinese", "position": {"atoms": [{"position_id": 1189, "txt": "这不仅是对中国AI产业创新的实践启示，也是对全球AI进展打破常规缓慢节奏的启示。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[271]"}]}, "tags": [], "label": "content", "web_segment_id": 137, "global_sentence_id": 314, "edu_l1_label": "IOS"}, {"txt": "如果既有的道路走不通，那么就需要寻找新的道路。", "language": "chinese", "position": {"atoms": [{"position_id": 1191, "txt": "如果既有的道路走不通，那么就需要寻找新的道路。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[273]"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 315, "edu_l1_label": "IOS"}, {"txt": "在DeepSeek出现之前，AI行业普遍认为，使用的计算卡数量越多，模型就越先进，效果也越好。", "language": "chinese", "position": {"atoms": [{"position_id": 1192, "txt": "在DeepSeek出现之前，AI行业普遍认为，使用的计算卡数量越多，模型就越先进，效果也越好。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[273]"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 316, "edu_l1_label": "IOS"}, {"txt": "然而，由于美国对中国实施芯片封锁，中国公司难以获取大量先进的计算卡。", "language": "chinese", "position": {"atoms": [{"position_id": 1193, "txt": "然而，由于美国对中国实施芯片封锁，中国公司难以获取大量先进的计算卡。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[273]"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 317, "edu_l1_label": "IOS"}, {"txt": "因此，按照这种传统逻辑参与全球AI竞争，中国公司往往会陷入被动，只能不断扮演跟随者的角色，难以取得先机。", "language": "chinese", "position": {"atoms": [{"position_id": 1194, "txt": "因此，按照这种传统逻辑参与全球AI竞争，中国公司往往会陷入被动，只能不断扮演跟随者的角色，难以取得先机。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[273]"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 318, "edu_l1_label": "IOS"}, {"txt": "DeepSeek狂潮的出现，从根本上改变了大模型时代的技术竞争逻辑，为中国的AI发展提供了一种全新的思路和可能性。", "language": "chinese", "position": {"atoms": [{"position_id": 1196, "txt": "DeepSeek狂潮的出现，从根本上改变了大模型时代的技术竞争逻辑，为中国的AI发展提供了一种全新的思路和可能性。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[275]"}]}, "tags": [], "label": "content", "web_segment_id": 139, "global_sentence_id": 319, "edu_l1_label": "IOS"}, {"txt": "季宇认为，“过去的四五十年中，经验主义对中国的经济腾飞起到了巨大的作用，但也形成了一定的思维定式，如果中国没有已经走到世界前列的情况下，经验主义其实是一个非常有效的方法论，但是中国处在世界前列时，无论是技术还是商业创新是需要反经验主义的，反经验主义不只是‘反’经验，更需要新的把事情做成的新的方法论，反经验主义或许可以帮助中国科技创新突破瓶颈。”", "language": "chinese", "position": {"atoms": [{"position_id": 1198, "txt": "季宇认为，“过去的四五十年中，经验主义对中国的经济腾飞起到了巨大的作用，但也形成了一定的思维定式，如果中国没有已经走到世界前列的情况下，经验主义其实是一个非常有效的方法论，但是中国处在世界前列时，无论是技术还是商业创新是需要反经验主义的，反经验主义不只是‘反’经验，更需要新的把事情做成的新的方法论，反经验主义或许可以帮助中国科技创新突破瓶颈。”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[277]"}]}, "tags": [], "label": "content", "web_segment_id": 140, "global_sentence_id": 320, "edu_l1_label": "IOS"}, {"txt": "财经杂志，作者：", "language": "chinese", "position": {"atoms": [{"position_id": 1200, "txt": "财经杂志", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[279]/a/span"}, {"position_id": 1202, "txt": "，作者：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[279]/span[2]"}]}, "tags": [], "label": "author", "web_segment_id": 141, "global_sentence_id": 321, "edu_l1_label": "EDU_O"}, {"txt": "刘以秦（《财经》记者），吴俊宇、顾翎羽、周源（研究员），编辑：", "language": "chinese", "position": {"atoms": [{"position_id": 1203, "txt": "刘以秦（《财经》记者），吴俊宇、顾翎羽、周源（研究员），编辑：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[279]/span[2]"}]}, "tags": [], "label": "author", "web_segment_id": 141, "global_sentence_id": 322, "edu_l1_label": "EDU_O"}, {"txt": "谢丽容", "language": "chinese", "position": {"atoms": [{"position_id": 1204, "txt": "谢丽容", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[279]/span[2]"}]}, "tags": [], "label": "author", "web_segment_id": 141, "global_sentence_id": 323, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 狂潮30天，DeepSeek改变了谁？ ## 一、狂潮出现 ## 二、生态：聚拢效应正在形成 ## 三、下游应用：奇点到来？ ## 四、算力：巨变前兆 ## 五、新时代开启
f0754367-9746-4412-9338-92d7d93254d5
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{"entry_id": "f0754367-9746-4412-9338-92d7d93254d5", "infos": [{"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 0, "bbox": [[0.821, 0.018, 0.902, 0.03]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 0, "bbox": [[0.054, 0.024, 0.337, 0.053]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": "大公国际：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 100000, "bbox": [[0.15, 0.101, 0.28, 0.119]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 3, "global_sentence_id": 2, "edu_l1_label": "BOT"}, {"txt": "《提振消费专项行动方案》出台，供需两端协同发力，提振内需助力经济回暖", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 100000, "bbox": [[0.28, 0.101, 0.856, 0.122], [0.15, 0.132, 0.59, 0.152]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 3, "global_sentence_id": 3, "edu_l1_label": "BOT"}, {"txt": "技术研究部（研究院）涂文婕 2025年3月20日", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 200000, "bbox": [[0.151, 0.175, 0.371, 0.185], [0.735, 0.176, 0.85, 0.185]]}]}, "tags": ["text"], "label": "author", "web_segment_id": 4, "global_sentence_id": 4, "edu_l1_label": "EDU_O"}, {"txt": "摘要：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.191, 0.22, 0.238, 0.233]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 5, "global_sentence_id": 5, "edu_l1_label": "BOS"}, {"txt": "近期国务院办公厅印发《提振消费专项行动方案》（下称《方案》）部署了8方面30项重点任务，包括城乡居民增收促进行动、消费能力保障支持行动、服务消费提质惠民行动、限制措施清理优化行动等。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.238, 0.22, 0.846, 0.233], [0.15, 0.247, 0.846, 0.26], [0.15, 0.272, 0.64, 0.286]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 5, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "此次《方案》突出了供需两端综合发力的特点，在需求侧加大政策力度，在供给侧优化创新体系，以优化消费环境增强消费意愿，针对性解决制约消费的突出矛盾问题。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.64, 0.272, 0.846, 0.287], [0.151, 0.299, 0.847, 0.313], [0.151, 0.325, 0.719, 0.338]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 5, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "消费市场的逐步回暖将成为经济增长的核心驱动力，预计2025年社会消费品零售总额有望突破50万亿元大关，创历史新高，消费对GDP增长的贡献率有望提升至60％以上，明显高于2024年。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 300000, "bbox": [[0.719, 0.325, 0.846, 0.338], 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{"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.191, 0.534, 0.48, 0.548]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "年初以来，消费数据在总量、结构和信心等多个方面呈现出积极的态势，显示出消费市场回暖和升级趋势。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.48, 0.534, 0.846, 0.547], [0.15, 0.56, 0.72, 0.573]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "然而，受外部环境复杂、国内有效需求不足、居民收入增长放缓等多重因素影响，国内消费潜力释放仍不充分，需求端动能尚未完全激活，消费市场的复苏基础仍需进一步巩固。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 500000, "bbox": [[0.72, 0.56, 0.846, 0.574], [0.15, 0.587, 0.847, 0.6], [0.15, 0.612, 0.846, 0.625], [0.152, 0.639, 0.179, 0.651]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, 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"global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "这一数据表明，消费市场呈现回暖态势。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.239, 0.717, 0.596, 0.73]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "消费增速的回升得益于宏观经济政策的持续发力以及消费者信心的逐步恢复，特别是在春节期间，消费需求的集中释放为市场注入了活力。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.596, 0.717, 0.847, 0.73], [0.15, 0.743, 0.847, 0.757], [0.15, 0.769, 0.421, 0.782]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "亮点二：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.191, 0.795, 0.259, 0.808]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "消费升级趋势明显，品质需求增长。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.259, 0.795, 0.58, 0.808]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "消费升级是近年来中国消费市场的重要特征，消费品以旧换新政策的实施对相关商品销售起到了明显的拉动作用。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.58, 0.795, 0.846, 0.809], [0.15, 0.821, 0.846, 0.835], [0.15, 0.848, 0.178, 0.86]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "1-2月的数据显示，限额以上单位的粮油食品类、体育娱乐用品类商品零售额分别增长11.5％和25.0%，通讯器材类、文化办公用品类、家具类、家用电器", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.178, 0.848, 0.846, 0.86], [0.151, 0.875, 0.846, 0.887]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.821, 0.018, 0.902, 0.03]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 23, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.055, 0.024, 0.336, 0.053]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 24, "edu_l1_label": "EDU_O"}, {"txt": "和音像器材类等商品零售额也实现了两位数增长。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.15, 0.094, 0.584, 0.107]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "消费者对高品质生活和科技产品的需求持续增长，消费结构正在从满足基本生活需求向追求品质生活转变。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.584, 0.094, 0.846, 0.107], [0.153, 0.121, 0.824, 0.134]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "亮点三：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.191, 0.146, 0.26, 0.159]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "服务消费表现亮眼，文旅需求走高。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.26, 0.146, 0.565, 0.159]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "1-2月服务零售额同比增长4.9%，尽管增速较去年12月有所回落，但仍高于整体消费增速。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.565, 0.146, 0.856, 0.16], [0.15, 0.173, 0.654, 0.186]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "春节期间，文旅消费需求显著提升，飞机票、旅游、电影及演出票等服务价格大幅上涨。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.654, 0.173, 0.846, 0.186], [0.151, 0.199, 0.74, 0.212]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "这表明，随着居民收入水平的提高和消费观念的转变，服务消费在整体消费中的比重逐步增加，成为拉动消费增长的重要力量。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.74, 0.199, 0.846, 0.212], [0.15, 0.225, 0.846, 0.238], [0.15, 0.251, 0.46, 0.264]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "尽管消费出现了积极向好的态势，但消费市场的复苏基础仍然不够稳固，仍面临一些亟待解决的挑战。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.191, 0.277, 0.846, 0.29], [0.151, 0.304, 0.381, 0.316]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "从消费结构来看，消费分层现象较为突出，中高端消费增长较快，而传统消费增长相对乏力，反映出中低收入群体的消费潜力尚未充分释放，消费市场的整体均衡发展受到一定制约。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.381, 0.304, 0.846, 0.317], [0.152, 0.33, 0.847, 0.343], [0.15, 0.356, 0.58, 0.368]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "从物价趋势来看，1-2月全国居民消费价格同比下降0.7%，反映出市场需求不足、部分商品供大于求的问题，这可能会影响企业的盈利能力和投资积极性，进而对消费市场产生影响。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.58, 0.356, 0.846, 0.369], [0.151, 0.382, 0.835, 0.394], [0.15, 0.408, 0.785, 0.421]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "此外，全球经济形势的不确定性以及国际贸易摩擦等因素依然存在，外部环境的复杂严峻可能对我国的出口和相关产业造成冲击，给经济增长和消费市场的持续复苏带来外部压力。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.785, 0.408, 0.845, 0.421], [0.152, 0.433, 0.845, 0.447], [0.15, 0.46, 0.846, 0.473], [0.15, 0.486, 0.259, 0.499]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "二、《方案》靶向发力，为消费潜力的持续释放奠定坚实基础", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1100000, "bbox": [[0.192, 0.514, 0.726, 0.526]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 6, "global_sentence_id": 36, "edu_l1_label": "BOS"}, {"txt": "中央经济工作会议和政府工作报告均将“大力提振消费、提高投资效益，全方位扩大国内需求”列为今年各项重点任务之首，时间紧任务重，必须迅速行动、精准发力。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1200000, "bbox": [[0.192, 0.539, 0.847, 0.551], [0.15, 0.565, 0.846, 0.578], [0.15, 0.59, 0.239, 0.604]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "《方案》的出台，从提升消费能力、提高供给质量、增强消费意愿、解决制约消费突出矛盾问题等方面，系统部署了全面提振消费的具体举措，不仅着眼于消费市场的复苏，更注重通过优化收入分配结构、完善社会保障体系、推动产业升级等长效机制，为消费潜力的持续释放奠定坚实基础。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1200000, "bbox": [[0.239, 0.59, 0.835, 0.604], [0.15, 0.618, 0.846, 0.631], [0.151, 0.643, 0.846, 0.656], [0.151, 0.669, 0.702, 0.682]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "发力点一：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.191, 0.696, 0.28, 0.708]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "需求侧政策加码，三管齐下提升消费能力。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.28, 0.696, 0.664, 0.709]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "《方案》从增收、减负、保障三个方面协同发力，为提升居民消费能力提供全方位支持。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.664, 0.696, 0.847, 0.709], [0.15, 0.721, 0.745, 0.734]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "增收方面，不仅强调促进工资性收入合理增长、健全最低工资标准调整机制，还首次在促销费文件中提出“多措并举稳住股市”，通过丰富债券投资产品品种、拓宽财产性收入渠道，增强居民财富效应。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.745, 0.721, 0.846, 0.735], [0.151, 0.748, 0.846, 0.761], [0.151, 0.774, 0.846, 0.787], [0.15, 0.8, 0.415, 0.812]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "减负方面，方案精准聚焦居民在生育养育、教育、医疗、养老等领域的高成本问题，提出研究建立育儿补贴制度、提高学生资助补助标准、适当提高退休人员基本养老金等举措，切实减轻居民支出负担，增强消费信心。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.415, 0.8, 0.835, 0.813], [0.152, 0.826, 0.847, 0.839], [0.15, 0.853, 0.846, 0.866], [0.151, 0.878, 0.222, 0.89]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "保障方面，方案通过强化公共服务保障，提升居民消费意愿。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1300000, "bbox": [[0.222, 0.878, 0.757, 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"养育、教育、医疗、养老等领域的保障力度，完善消费配套措施，既能缓解居民后顾之忧，也将为长期消费潜力释放奠定基础。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1400000, "bbox": [[0.15, 0.094, 0.846, 0.107], [0.152, 0.121, 0.563, 0.133]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "发力点二：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1500000, "bbox": [[0.191, 0.146, 0.28, 0.159]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "供给侧创新体系，多维度推动供需高效匹配。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1500000, "bbox": [[0.28, 0.146, 0.685, 0.159]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": 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["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "二是满足多元化需求。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1500000, "bbox": [[0.602, 0.251, 0.8, 0.264]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "方案积极推动抗衰老、银发旅游等新兴产业发展，支持和规范社会力量发展养老托育服务，“一次审批，全国巡演”这一政策创新将优化演出市场的审批流程，提升运营效率，还将为文化消费市场的繁荣注入新动能。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1500000, "bbox": [[0.8, 0.251, 0.847, 0.264], [0.151, 0.277, 0.845, 0.29], [0.15, 0.303, 0.846, 0.316], [0.149, 0.33, 0.62, 0.342]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "三是释放刚性需求。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1500000, 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[{"page_number": 0, "shape": [1650, 1275], "position_id": 1600000, "bbox": [[0.342, 0.486, 0.835, 0.499], [0.151, 0.512, 0.502, 0.526]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "此外，部分民生领域如养老、家政、旅游等也开始探索建立信用机制，通过信用评级、黑名单制度等方式规范市场行为，提升服务质量。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1600000, "bbox": [[0.502, 0.512, 0.846, 0.526], [0.151, 0.539, 0.845, 0.552], [0.15, 0.565, 0.28, 0.577]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "《方案》中完善信用体系新举措的落地将进一步增强消费者的信任感，促进消费市场的健康发展。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1600000, "bbox": [[0.28, 0.565, 0.846, 0.578], [0.151, 0.59, 0.441, 0.604]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 64, "edu_l1_label": 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"global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "同时，线上消费的持续增长也将为社零增长注入新动能。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.599, 0.695, 0.846, 0.709], [0.151, 0.721, 0.403, 0.734]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "全年社会消费品零售总额有望突破50万亿元大关，创历史新高。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.403, 0.721, 0.846, 0.735], [0.151, 0.748, 0.259, 0.76]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "二是从拉动经济来看，2024年消费对经济增长的贡献率为44.5%，拉动经济增长2.2个百分点。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.259, 0.748, 0.846, 0.761], [0.15, 0.774, 0.406, 0.787]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "2025年通过多渠道促进居民增收、优化消费环境等措施，将进一步释放消费潜力，同时通过消费升级带动产业结构优化，进一步推动经济高质量发展。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.406, 0.774, 0.847, 0.787], [0.151, 0.8, 0.846, 0.813], [0.151, 0.826, 0.339, 0.838]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "预计今年消费对GDP增长的贡献率有望提升至60％以上，明显高于2024年。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1800000, "bbox": [[0.339, 0.826, 0.846, 0.839], [0.151, 0.852, 0.312, 0.866]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "三是从消费投资情况来看，消费升级趋势将推动企业加大技术改造和创新投入，特别是在绿色消费、智能消费等领域，相关产业链的投资需", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, 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"label": "content", "web_segment_id": 3, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "消费市场的回暖将带动相关行业的投资需求，特别是制造业和服务业的投资增速有望提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1900000, "bbox": [[0.283, 0.094, 0.846, 0.107], [0.15, 0.12, 0.38, 0.133]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "债券市场将从拓宽融资渠道、优化市场结构以及提升投资者参与度等方面支持消费。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.191, 0.146, 0.847, 0.16], [0.149, 0.172, 0.239, 0.186]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "一是专项债券支持城市政府收购存量商品房用作保障性住房，为消费领域的基础设施建设提供资金支持。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.239, 0.172, 0.846, 0.186], [0.152, 0.199, 0.467, 0.211]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "二是绿色债券和消费金融债券的推广，将为绿色消费和消费信贷创新提供低成本融资渠道。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.467, 0.199, 0.846, 0.212], [0.15, 0.224, 0.564, 0.237]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "三是进一步丰富适合个人投资者投资的债券相关品种。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.564, 0.224, 0.847, 0.238], [0.15, 0.251, 0.34, 0.264]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "例如，推出更多低风险、收益稳定的债券产品，吸引更多个人投资者进入市场。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.34, 0.251, 0.846, 0.264], [0.15, 0.277, 0.345, 0.29]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "这些举措不仅丰富债券市场的产品种类，还将吸引更多资金流入消费相关领域，激活市场活力。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2000000, "bbox": [[0.345, 0.277, 0.846, 0.29], [0.151, 0.303, 0.481, 0.317]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "消费领域信用体系建设有望在政策支持和技术创新的推动下实现突破。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.191, 0.329, 0.816, 0.343]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "一方面，通过完善法律法规，推动信用信息的跨部门、跨平台共享，构建全国统一的消费信用数据库，提升信用评价的科学性和公信力。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.816, 0.329, 0.846, 0.337], [0.15, 0.356, 0.847, 0.363], [0.151, 0.382, 0.623, 0.395]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "另一方面，利用大数据、区块链等技术，实现信用数据的实时更新和精准分析，为消费者和商家提供更加透明的信用参考。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.623, 0.382, 0.845, 0.395], [0.152, 0.408, 0.846, 0.421], [0.15, 0.433, 0.299, 0.447]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "此外，针对养老、家政、旅游等民生领域，建立健全行业信用标准，强化信用惩戒机制，将有效规范市场行为，提升服务质量。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.299, 0.433, 0.846, 0.447], [0.15, 0.46, 0.717, 0.473]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "消费领域信用体系的完善不仅是优化消费环境的关键举措，也是推动消费市场高质量发展的重要保障。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.717, 0.46, 0.846, 0.473], [0.151, 0.486, 0.846, 0.499], [0.15, 0.512, 0.219, 0.526]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "报告声明", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.15, 0.625, 0.282, 0.648]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 6, "global_sentence_id": 89, "edu_l1_label": "BOS"}, {"txt": "本报告分析及建议所依据的信息均来源于公开资料，本公司对这些信息的准确性和完整性不作任何保证，也不保证所依据的信息和建议不会发生任何变化。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.181, 0.662, 0.862, 0.671], [0.151, 0.681, 0.475, 0.69]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "我们已力求报告内容的客观、公正，但文中的观点、结论和建议仅供参考，不构成任何投资建议。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.475, 0.681, 0.855, 0.689], [0.151, 0.7, 0.415, 0.709]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "投资者依据本报告提供的信息进行证券投资所造成的一切后果，本公司概不负责。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.415, 0.7, 0.855, 0.71], [0.151, 0.719, 0.248, 0.729]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "本报告版权仅为本公司所有，未经书面许可，任何机构和个人不得以任何形式翻版、复制和发布。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2400000, "bbox": [[0.181, 0.738, 0.822, 0.746]]}]}, 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# 大公国际：《提振消费专项行动方案》出台，供需两端协同发力，提振内需助力经济回暖 ## 摘要： ## 一、2025年1-2月消费市场整体回暖，复苏基础还需巩固 ### 亮点一：消费增速回升，市场整体回暖。 ### 亮点二：消费升级趋势明显，品质需求增长。 ### 亮点三：服务消费表现亮眼，文旅需求走高。 ### 尽管消费出现了积极向好的态势，但消费市场的复苏基础仍然不够稳固，仍面临一些亟待解决的挑战。 ## 二、《方案》靶向发力，为消费潜力的持续释放奠定坚实基础 ### 发力点一：需求侧政策加码，三管齐下提升消费能力。 ### 发力点二：供给侧创新体系，多维度推动供需高效匹配。 ### 发力点三：消费信心提升，信用赋能消费环境优化。 ## 三、《方案》落地实施，将全面提振内需助力经济复苏 ### 消费市场的逐步回暖将成为经济增长的核心驱动力。 ### 债券市场将从拓宽融资渠道、优化市场结构以及提升投资者参与度等方面支持消费。 ### 消费领域信用体系建设有望在政策支持和技术创新的推动下实现突破。
1e7bd174-4e2e-4fe8-a2b3-4808958952e6
web
test/raw_web_htmls/1e7bd174-4e2e-4fe8-a2b3-4808958952e6.html
https://www.ithome.com/0/838/520.htm
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"x": "/html/body/div[4]/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 26, "global_sentence_id": 11, "edu_l1_label": "BOT"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1dPu7R2DBbCZ3UJrcl2NLUgp.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 100, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1dPu7R2DBbCZ3UJrcl2NLUgp.jpeg", "x": "/html/body/div[4]/div[1]/div[2]/div[1]/a/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 28, "global_sentence_id": 12, "edu_l1_label": "EDU_O"}, {"txt": "IT之家微信号2025/3/17 20:05:37责编：", "language": "chinese", "position": {"atoms": [{"position_id": 288, "txt": "IT之家微信号", "x": "/html/body/div[4]/div[1]/div[2]/div[1]/a/span"}, {"position_id": 290, "txt": "2025/3/17 20:05:37", "x": "/html/body/div[4]/div[1]/div[2]/div[1]/span[1]"}, {"position_id": 292, "txt": "责编：", "x": "/html/body/div[4]/div[1]/div[2]/div[1]/span[2]"}]}, "tags": [], "label": "source", "web_segment_id": 28, "global_sentence_id": 13, "edu_l1_label": "EDU_O"}, {"txt": "雨仔", "language": "chinese", "position": {"atoms": [{"position_id": 294, "txt": "雨仔", "x": "/html/body/div[4]/div[1]/div[2]/div[1]/span[2]/strong"}]}, "tags": ["strong"], "label": "source", "web_segment_id": 28, "global_sentence_id": 14, "edu_l1_label": "EDU_O"}, {"txt": "评论：", "language": "chinese", "position": {"atoms": [{"position_id": 296, "txt": "评论：", "x": "/html/body/div[4]/div[1]/div[2]/div[2]/a"}]}, "tags": [], "label": "O", "web_segment_id": 29, "global_sentence_id": 15, "edu_l1_label": "EDU_O"}, {"txt": "3 月 10 日，微信推送了安卓平台 8.0.57 测试版更新，我们IT之家发文进行了解析。", "language": "chinese", "position": {"atoms": [{"position_id": 298, "txt": "3 月 10 日，微信推送了", "x": "/html/body/div[4]/div[1]/div[3]/p[1]"}, {"position_id": 300, "txt": "安卓", "x": "/html/body/div[4]/div[1]/div[3]/p[1]/a[1]"}, {"position_id": 302, "txt": "平台 8.0.57 测试版更新，", "x": "/html/body/div[4]/div[1]/div[3]/p[1]/a[1]"}, {"position_id": 304, "txt": "我们IT之家发文进行了解析", "x": "/html/body/div[4]/div[1]/div[3]/p[1]/a[2]"}, {"position_id": 306, "txt": "。", "x": "/html/body/div[4]/div[1]/div[3]/p[1]/a[2]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 16, "edu_l1_label": "BOS"}, {"txt": "紧跟安卓的脚步，小编发现 iOS 平台也开启了灰度放量；", "language": "chinese", "position": {"atoms": [{"position_id": 308, "txt": "紧跟安卓的脚步，", "x": "/html/body/div[4]/div[1]/div[3]/p[2]"}, {"position_id": 310, "txt": "小编发现 iOS 平台也开启了灰度放量", "x": "/html/body/div[4]/div[1]/div[3]/p[2]/strong"}, {"position_id": 312, "txt": "；", "x": "/html/body/div[4]/div[1]/div[3]/p[2]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 32, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "以及 Windows 的正式版和测试版，亦双双迎来新版本。", "language": "chinese", "position": {"atoms": [{"position_id": 313, "txt": "以及 Windows 的正式版和测试版，亦双双迎来新版本。", "x": "/html/body/div[4]/div[1]/div[3]/p[2]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 32, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "关于这波手机 / PC 两个平台的更新，小编这就逐一向大家介绍详情。", "language": "chinese", "position": {"atoms": [{"position_id": 315, "txt": "关于这波手机 / PC 两个平台的更新，小编这就逐一向大家介绍详情。", "x": "/html/body/div[4]/div[1]/div[3]/p[3]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "一、公众号推文内容可选中写评论", "language": "chinese", "position": {"atoms": [{"position_id": 317, "txt": "一、公众号推文内容可选中写评论", "x": "/html/body/div[4]/div[1]/div[3]/h2[1]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 34, "global_sentence_id": 20, "edu_l1_label": "BOS"}, {"txt": "一处新鲜出炉的功能，公众号推文中的内容现已支持选中写评论。", "language": "chinese", "position": {"atoms": [{"position_id": 319, "txt": "一处新鲜出炉的功能，公众号推文中的内容现已支持选中写评论。", "x": "/html/body/div[4]/div[1]/div[3]/p[4]"}]}, "tags": [], "label": "content", "web_segment_id": 35, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "点开IT之家公众号的任意一篇推文，长按选中内容中的文字，弹出的操作菜单中新增“写评论”选项。", "language": "chinese", "position": {"atoms": [{"position_id": 321, "txt": "点开", "x": "/html/body/div[4]/div[1]/div[3]/p[5]"}, {"position_id": 323, "txt": "IT之家", "x": "/html/body/div[4]/div[1]/div[3]/p[5]/a"}, {"position_id": 325, "txt": "公众号的任意一篇推文，长按选中内容中的文字，", "x": "/html/body/div[4]/div[1]/div[3]/p[5]/a"}, {"position_id": 327, "txt": "弹出的操作菜单中新增“写评论”选项。", "x": "/html/body/div[4]/div[1]/div[3]/p[5]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 36, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "点击写评论，用户可对所选内容进行针对性评论。", "language": "chinese", "position": {"atoms": [{"position_id": 329, "txt": "点击写评论，用户可对所选内容进行针对性评论。", "x": "/html/body/div[4]/div[1]/div[3]/p[6]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2OEpCB10kSnn4jEk7D1OQuvQ.png", "language": "chinese", "position": {"atoms": [{"position_id": 124, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2OEpCB10kSnn4jEk7D1OQuvQ.png", "x": "/html/body/div[4]/div[1]/div[3]/p[7]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 38, "global_sentence_id": 24, "edu_l1_label": "EDU_O"}, {"txt": "在发送评论后，所选内容下方会自动添加下划线，点击这段文字，即可查看被划线的次数和相关评论数量。", "language": "chinese", "position": {"atoms": [{"position_id": 331, "txt": "在发送评论后，所选内容下方会自动添加下划线，点击这段文字，即可查看被划线的次数和相关评论数量。", "x": "/html/body/div[4]/div[1]/div[3]/p[8]"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "目前，该功能处于灰度放量阶段，在 iOS 和安卓均已上线，但并非所有公众号都支持。", "language": "chinese", "position": {"atoms": [{"position_id": 333, "txt": "目前，该功能处于灰度放量阶段，", "x": "/html/body/div[4]/div[1]/div[3]/p[9]"}, {"position_id": 335, "txt": "在 iOS 和安卓均已上线", "x": "/html/body/div[4]/div[1]/div[3]/p[9]/strong"}, {"position_id": 337, "txt": "，但并非所有公众号都支持。", "x": "/html/body/div[4]/div[1]/div[3]/p[9]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 40, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/29w4HL4e1yA9G541K2erUVf.png", "language": "chinese", "position": {"atoms": [{"position_id": 129, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/29w4HL4e1yA9G541K2erUVf.png", "x": "/html/body/div[4]/div[1]/div[3]/p[10]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 41, "global_sentence_id": 27, "edu_l1_label": "EDU_O"}, {"txt": "二、支持自动翻译", "language": "chinese", "position": {"atoms": [{"position_id": 339, "txt": "二、支持自动翻译", "x": "/html/body/div[4]/div[1]/div[3]/h2[2]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 42, "global_sentence_id": 28, "edu_l1_label": "BOS"}, {"txt": "与安卓最新测试版的更新一致，iOS 同样新增自动翻译的功能开关。", "language": "chinese", "position": {"atoms": [{"position_id": 341, "txt": "与安卓最新测试版的更新一致，iOS 同样新增自动翻译的功能开关。", "x": "/html/body/div[4]/div[1]/div[3]/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "依次点击“我 - 设置 - 通用 - 翻译”，即可看到界面中“自动翻译聊天中收到的消息”开关。", "language": "chinese", "position": {"atoms": [{"position_id": 343, "txt": "依次点击“我 - 设置 - 通用 - 翻译”，即可看到界面中", "x": "/html/body/div[4]/div[1]/div[3]/p[12]"}, {"position_id": 345, "txt": "“自动翻译聊天中收到的消息”", "x": "/html/body/div[4]/div[1]/div[3]/p[12]/strong"}, {"position_id": 347, "txt": "开关。", "x": "/html/body/div[4]/div[1]/div[3]/p[12]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 44, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "开启后，所有聊天收到的消息会被自动翻译，无需再手动长按翻译，很是方便。", "language": "chinese", "position": {"atoms": [{"position_id": 349, "txt": "开启后，所有聊天收到的消息会被自动翻译，无需再手动长按翻译，很是方便。", "x": "/html/body/div[4]/div[1]/div[3]/p[13]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/21mAjNOZ1aP4ChrH2zgr6p.png", "language": "chinese", "position": {"atoms": [{"position_id": 137, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/21mAjNOZ1aP4ChrH2zgr6p.png", "x": "/html/body/div[4]/div[1]/div[3]/p[14]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 46, "global_sentence_id": 32, "edu_l1_label": "EDU_O"}, {"txt": "三、一次性快速多选消息", "language": "chinese", "position": {"atoms": [{"position_id": 351, "txt": "三、一次性快速多选消息", "x": "/html/body/div[4]/div[1]/div[3]/h2[3]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 47, "global_sentence_id": 33, "edu_l1_label": "BOS"}, {"txt": "同样是安卓已经在测试的功能，多选聊天消息时从此变得更便捷。", "language": "chinese", "position": {"atoms": [{"position_id": 353, "txt": "同样是安卓已经在测试的功能，多选聊天消息时从此变得更便捷。", "x": "/html/body/div[4]/div[1]/div[3]/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "长按聊天消息并点击多选，左上角或左下角会出现“选择到这里”的选项。", "language": "chinese", "position": {"atoms": [{"position_id": 355, "txt": "长按聊天消息并点击多选，", "x": "/html/body/div[4]/div[1]/div[3]/p[16]"}, {"position_id": 357, "txt": "左上角或左下角会出现“选择到这里”的选项", "x": "/html/body/div[4]/div[1]/div[3]/p[16]/strong"}, {"position_id": 359, "txt": "。", "x": "/html/body/div[4]/div[1]/div[3]/p[16]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 49, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "点击该选项，可一次性快速选择区间内的所有消息，对比早前只能逐条选择再转发，要省事便捷许多。", "language": "chinese", "position": {"atoms": [{"position_id": 361, "txt": "点击该选项，可一次性快速选择区间内的所有消息，对比早前只能逐条选择再转发，要省事便捷许多。", "x": "/html/body/div[4]/div[1]/div[3]/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3htSdp1fSUDO4pUJdn4q4y8N.png", "language": "chinese", "position": {"atoms": [{"position_id": 145, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3htSdp1fSUDO4pUJdn4q4y8N.png", "x": "/html/body/div[4]/div[1]/div[3]/p[18]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 51, "global_sentence_id": 37, "edu_l1_label": "EDU_O"}, {"txt": "四、群聊显示引用消息来源", "language": "chinese", "position": {"atoms": [{"position_id": 363, "txt": "四、群聊显示引用消息来源", "x": "/html/body/div[4]/div[1]/div[3]/h2[4]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 52, "global_sentence_id": 38, "edu_l1_label": "BOS"}, {"txt": "这处新功能，想必广大安卓用户已经体验到了，在群聊中引用某好友的消息，然后再 @其他人。", "language": "chinese", "position": {"atoms": [{"position_id": 365, "txt": "这处新功能，想必广大安卓用户已经体验到了，在群聊中引用某好友的消息，然后再 @其他人。", "x": "/html/body/div[4]/div[1]/div[3]/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "弹出的“选择提醒的人”界面中，会显示引用的消息来自哪位群好友。", "language": "chinese", "position": {"atoms": [{"position_id": 367, "txt": "弹出的“选择提醒的人”界面中，", "x": "/html/body/div[4]/div[1]/div[3]/p[20]"}, {"position_id": 369, "txt": "会显示引用的消息来自哪位群好友", "x": "/html/body/div[4]/div[1]/div[3]/p[20]/strong"}, {"position_id": 371, "txt": "。", "x": "/html/body/div[4]/div[1]/div[3]/p[20]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 54, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/18BRfM1XU8u62sa2Zs1tAzUz.png", "language": "chinese", "position": {"atoms": [{"position_id": 152, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/18BRfM1XU8u62sa2Zs1tAzUz.png", "x": "/html/body/div[4]/div[1]/div[3]/p[21]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 55, "global_sentence_id": 41, "edu_l1_label": "EDU_O"}, {"txt": "但是，不同于安卓会同时显示好友的备注和昵称，IT之家小编测试发现 iOS 仅显示备注、不显示昵称。", "language": "chinese", "position": {"atoms": [{"position_id": 373, "txt": "但是，不同于安卓会同时显示好友的备注和昵称，", "x": "/html/body/div[4]/div[1]/div[3]/p[22]"}, {"position_id": 375, "txt": "IT之家小编测试发现 iOS 仅显示备注、不显示昵称。", "x": "/html/body/div[4]/div[1]/div[3]/p[22]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 56, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "包括在群聊中直接 @好友，“选择提醒的人”界面中亦只显示备注，与安卓有所区别。", "language": "chinese", "position": {"atoms": [{"position_id": 377, "txt": "包括在群聊中直接 @好友，“选择提醒的人”界面中亦只显示备注，与安卓有所区别。", "x": "/html/body/div[4]/div[1]/div[3]/p[23]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "目前，暂且不清楚是 iOS 没有上线该功能，还是小编未被灰度测试到。", "language": "chinese", "position": {"atoms": [{"position_id": 379, "txt": "目前，暂且不清楚是 iOS 没有上线该功能，还是小编未被灰度测试到。", "x": "/html/body/div[4]/div[1]/div[3]/p[24]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1JGWs12rKW3J2nwRBY1mH7YY.png", "language": "chinese", "position": {"atoms": [{"position_id": 158, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1JGWs12rKW3J2nwRBY1mH7YY.png", "x": "/html/body/div[4]/div[1]/div[3]/p[25]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 59, "global_sentence_id": 45, "edu_l1_label": "EDU_O"}, {"txt": "五、送礼物可筛选", "language": "chinese", "position": {"atoms": [{"position_id": 381, "txt": "五、送礼物可筛选", "x": "/html/body/div[4]/div[1]/div[3]/h2[5]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 60, "global_sentence_id": 46, "edu_l1_label": "BOS"}, {"txt": "在去年年底，微信灰度测试送礼物功能，并在今年春节前夕正式上线。", "language": "chinese", "position": {"atoms": [{"position_id": 383, "txt": "在去年年底，微信灰度测试送礼物功能，并在今年春节前夕正式上线。", "x": "/html/body/div[4]/div[1]/div[3]/p[26]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "现如今，微信针对送礼物进行了优化，在礼物界面中，新增“筛选”选项，点击即可筛选。", "language": "chinese", "position": {"atoms": [{"position_id": 385, "txt": "现如今，微信针对送礼物进行了优化，在礼物界面中，", "x": "/html/body/div[4]/div[1]/div[3]/p[27]"}, {"position_id": 387, "txt": "新增“筛选”选项", "x": "/html/body/div[4]/div[1]/div[3]/p[27]/strong"}, {"position_id": 389, "txt": "，点击即可筛选。", "x": "/html/body/div[4]/div[1]/div[3]/p[27]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 62, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "筛选分为“送给谁”和“价格区间”，其中前者包括送女生、送男生、送长辈和送孩子；", "language": "chinese", "position": {"atoms": [{"position_id": 391, "txt": "筛选分为“送给谁”和“价格区间”，其中前者包括送女生、送男生、送长辈和送孩子；", "x": "/html/body/div[4]/div[1]/div[3]/p[28]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "后者则划分为 6 个价格区间，且支持输入最低价和最高价区间。", "language": "chinese", "position": {"atoms": [{"position_id": 392, "txt": "后者则划分为 6 个价格区间，且支持输入最低价和最高价区间。", "x": "/html/body/div[4]/div[1]/div[3]/p[28]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "得益于引入筛选功能，可以帮助用户更便捷地挑选心仪礼物，以赠予好友。", "language": "chinese", "position": {"atoms": [{"position_id": 394, "txt": "得益于引入筛选功能，可以帮助用户更便捷地挑选心仪礼物，以赠予好友。", "x": "/html/body/div[4]/div[1]/div[3]/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2svJa542ASrv1lNyw51JWyd2.png", "language": "chinese", "position": {"atoms": [{"position_id": 167, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2svJa542ASrv1lNyw51JWyd2.png", "x": "/html/body/div[4]/div[1]/div[3]/p[30]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 65, "global_sentence_id": 52, "edu_l1_label": "EDU_O"}, {"txt": "六、群礼物操作优化", "language": "chinese", "position": {"atoms": [{"position_id": 396, "txt": "六、群礼物操作优化", "x": "/html/body/div[4]/div[1]/div[3]/h2[6]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 66, "global_sentence_id": 53, "edu_l1_label": "BOS"}, {"txt": "还是关于礼物功能的优化，这次是针对群聊中的礼物。", "language": "chinese", "position": {"atoms": [{"position_id": 398, "txt": "还是关于礼物功能的优化，这次是针对群聊中的礼物。", "x": "/html/body/div[4]/div[1]/div[3]/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "此前，群聊中的礼物提供“群发礼物”和“礼物抽奖”两种形式，用户点击礼物后需二选一。", "language": "chinese", "position": {"atoms": [{"position_id": 400, "txt": "此前，群聊中的礼物提供“群发礼物”和“礼物抽奖”两种形式，用户点击礼物后需二选一。", "x": "/html/body/div[4]/div[1]/div[3]/p[32]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "但现在点击礼物，会先进入到送礼物界面，群发礼物和礼物抽奖两个选项被合并在左上角，点击可切换形式。", "language": "chinese", "position": {"atoms": [{"position_id": 402, "txt": "但现在点击礼物，会先进入到送礼物界面，", "x": "/html/body/div[4]/div[1]/div[3]/p[33]"}, {"position_id": 404, "txt": "群发礼物和礼物抽奖两个选项被合并在左上角", "x": "/html/body/div[4]/div[1]/div[3]/p[33]/strong"}, {"position_id": 406, "txt": "，点击可切换形式。", "x": "/html/body/div[4]/div[1]/div[3]/p[33]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 69, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "<img https://img.ithome.com/newsuploadfiles/2025/3/a2173d90-75b9-481f-abe9-befd7b399a86.png?x-bce-process=image/format,f_auto", "language": "chinese", "position": {"atoms": [{"position_id": 175, "txt": "<img https://img.ithome.com/newsuploadfiles/2025/3/a2173d90-75b9-481f-abe9-befd7b399a86.png?x-bce-process=image/format,f_auto", "x": "/html/body/div[4]/div[1]/div[3]/p[34]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 70, "global_sentence_id": 57, "edu_l1_label": "EDU_O"}, {"txt": "七、设置新增插件", "language": "chinese", "position": {"atoms": [{"position_id": 408, "txt": "七、设置新增插件", "x": "/html/body/div[4]/div[1]/div[3]/h2[7]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 71, "global_sentence_id": 58, "edu_l1_label": "BOS"}, {"txt": "说完微信在手机端的更新，接下来就该说说电脑端了，先来看看 Windows 正式版。", "language": "chinese", "position": {"atoms": [{"position_id": 410, "txt": "说完微信在手机端的更新，接下来就该说说电脑端了，先来看看 Windows 正式版。", "x": "/html/body/div[4]/div[1]/div[3]/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "目前，微信 Windows 正式版的最新版本号为 3.9.12.51。", "language": "chinese", "position": {"atoms": [{"position_id": 412, "txt": "目前，微信 Windows 正式版的最新版本号为 3.9.12.51。", "x": "/html/body/div[4]/div[1]/div[3]/p[36]"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "在该版本的设置界面中，新增“插件”板块，小编这里显示“暂无可用的插件”。", "language": "chinese", "position": {"atoms": [{"position_id": 414, "txt": "在该版本的设置界面中，", "x": "/html/body/div[4]/div[1]/div[3]/p[37]"}, {"position_id": 416, "txt": "新增“插件”板块", "x": "/html/body/div[4]/div[1]/div[3]/p[37]/strong"}, {"position_id": 418, "txt": "，小编这里显示“暂无可用的插件”。", "x": "/html/body/div[4]/div[1]/div[3]/p[37]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 74, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3uOCFQ1lJqhCrVp7G4yu32D.png", "language": "chinese", "position": {"atoms": [{"position_id": 183, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3uOCFQ1lJqhCrVp7G4yu32D.png", "x": "/html/body/div[4]/div[1]/div[3]/p[38]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 75, "global_sentence_id": 62, "edu_l1_label": "EDU_O"}, {"txt": "不过据IT之家用户 @大鱼校长 发来的截图显示，其插件中存在微信输入法和腾讯元宝的下载推荐。", "language": "chinese", "position": {"atoms": [{"position_id": 420, "txt": "不过据IT之家用户 @大鱼校长 发来的截图显示，", "x": "/html/body/div[4]/div[1]/div[3]/p[39]"}, {"position_id": 422, "txt": "其插件中存在微信输入法和腾讯元宝的下载推荐。", "x": "/html/body/div[4]/div[1]/div[3]/p[39]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 76, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1RM9rp3Ng0sh27jkO730DfVn.png", "language": "chinese", "position": {"atoms": [{"position_id": 187, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1RM9rp3Ng0sh27jkO730DfVn.png", "x": "/html/body/div[4]/div[1]/div[3]/p[40]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 77, "global_sentence_id": 64, "edu_l1_label": "EDU_O"}, {"txt": "八、多端统一", "language": "chinese", "position": {"atoms": [{"position_id": 424, "txt": "八、多端统一", "x": "/html/body/div[4]/div[1]/div[3]/h2[8]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 78, "global_sentence_id": 65, "edu_l1_label": "BOS"}, {"txt": "除了正式版，Windows 亦在日前迎来了 4.0.3 测试版更新。", "language": "chinese", "position": {"atoms": [{"position_id": 426, "txt": "除了正式版，Windows 亦在日前迎来了 4.0.3 测试版更新。", "x": "/html/body/div[4]/div[1]/div[3]/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "该版本的更新日志有这样一条：", "language": "chinese", "position": {"atoms": [{"position_id": 428, "txt": "该版本的更新日志有这样一条：", "x": "/html/body/div[4]/div[1]/div[3]/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "体验更新，Windows、Mac 等多端统一。", "language": "chinese", "position": {"atoms": [{"position_id": 430, "txt": "体验更新，Windows、Mac 等多端统一。", "x": "/html/body/div[4]/div[1]/div[3]/p[42]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 80, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "微信 Windows 4.0 版本开启测试已半年有余，不知何时会正式上线。", "language": "chinese", "position": {"atoms": [{"position_id": 432, "txt": "微信 Windows 4.0 版本开启测试已半年有余，不知何时会正式上线。", "x": "/html/body/div[4]/div[1]/div[3]/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/22Js5Q2Bt9qC3WyKkg38hv4A.png", "language": "chinese", "position": {"atoms": [{"position_id": 195, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/22Js5Q2Bt9qC3WyKkg38hv4A.png", "x": "/html/body/div[4]/div[1]/div[3]/p[44]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 82, "global_sentence_id": 70, "edu_l1_label": "EDU_O"}, {"txt": "九、总结", "language": "chinese", "position": {"atoms": [{"position_id": 434, "txt": "九、总结", "x": "/html/body/div[4]/div[1]/div[3]/h2[9]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 83, "global_sentence_id": 71, "edu_l1_label": "BOS"}, {"txt": "以上就是微信 iOS 平台近期灰度放量，以及 Windows 最新正式版和测试版的更新情况。", "language": "chinese", "position": {"atoms": [{"position_id": 436, "txt": "以上就是微信 iOS 平台近期灰度放量，以及 Windows 最新正式版和测试版的更新情况。", "x": "/html/body/div[4]/div[1]/div[3]/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "IT之家小编回查了一下，发现此前 iOS 8.0.55 和 8.0.56 两个版本均没有发布内测版，因此 8.0.57 很可能也是一步跳到正式版。", "language": "chinese", "position": {"atoms": [{"position_id": 438, "txt": "IT之家小编回查了一下，发现此前 iOS 8.0.55 和 8.0.56 两个版本均没有发布内测版，", "x": "/html/body/div[4]/div[1]/div[3]/p[46]"}, {"position_id": 440, "txt": "因此 8.0.57 很可能也是一步跳到正式版", "x": "/html/body/div[4]/div[1]/div[3]/p[46]/strong"}, {"position_id": 442, "txt": "。", "x": "/html/body/div[4]/div[1]/div[3]/p[46]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 85, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "只是，比起停留在 8.0.XX 版本，想必很多朋友更希望能看到 9.0 焕新登场。", "language": "chinese", "position": {"atoms": [{"position_id": 444, "txt": "只是，比起停留在 ", "x": "/html/body/div[4]/div[1]/div[3]/p[47]"}, {"position_id": 446, "txt": "8.0.XX", "x": "/html/body/div[4]/div[1]/div[3]/p[47]/span"}, {"position_id": 448, "txt": " 版本，想必很多朋友更希望能看到 9.0 焕新登场。", "x": "/html/body/div[4]/div[1]/div[3]/p[47]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "微信 9.0 何时见？", "language": "chinese", "position": {"atoms": [{"position_id": 450, "txt": "微信 9.0 何时见？", "x": "/html/body/div[4]/div[1]/div[3]/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "唯有时间能给出答案。", "language": "chinese", "position": {"atoms": [{"position_id": 451, "txt": "唯有时间能给出答案。", "x": "/html/body/div[4]/div[1]/div[3]/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "如何下载微信最新官方内测版？", "language": "chinese", "position": {"atoms": [{"position_id": 453, 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"文内含有的对外跳转链接（包括不限于超链接、二维码、口令等形式），用于传递更多信息，节省甄选时间，结果仅供参考，IT之家所有文章均包含本声明。", "x": "/html/body/div[4]/div[1]/div[3]/p[52]"}]}, "tags": [], "label": "O", "web_segment_id": 92, "global_sentence_id": 82, "edu_l1_label": "EDU_O"}, {"txt": "下载IT之家APP，签到赚金币兑豪礼", "language": "chinese", "position": {"atoms": [{"position_id": 464, "txt": "下载IT之家APP，签到赚金币兑豪礼", "x": "/html/body/div[4]/div[1]/div[6]/a/span[2]"}]}, "tags": [], "label": "O", "web_segment_id": 95, "global_sentence_id": 83, "edu_l1_label": "EDU_O"}, {"txt": "相关文章", "language": "chinese", "position": {"atoms": [{"position_id": 466, "txt": "相关文章", "x": "/html/body/div[4]/div[1]/div[7]/div/h2"}]}, "tags": ["h2"], "label": "O", "web_segment_id": 97, "global_sentence_id": 84, "edu_l1_label": "EDU_O"}, {"txt": "关键词：", "language": "chinese", "position": {"atoms": [{"position_id": 468, "txt": "关键词：", "x": "/html/body/div[4]/div[1]/div[7]/div/div/span"}]}, "tags": [], "label": "O", "web_segment_id": 98, "global_sentence_id": 85, "edu_l1_label": "EDU_O"}, {"txt": "微信，微信更新", "language": "chinese", "position": {"atoms": [{"position_id": 470, "txt": "微信", "x": "/html/body/div[4]/div[1]/div[7]/div/div/span/a[1]"}, {"position_id": 472, "txt": "，", "x": "/html/body/div[4]/div[1]/div[7]/div/div/span/a[1]"}, {"position_id": 474, "txt": "微信更新", "x": "/html/body/div[4]/div[1]/div[7]/div/div/span/a[2]"}]}, "tags": [], "label": "O", "web_segment_id": 98, "global_sentence_id": 86, "edu_l1_label": "EDU_O"}, {"txt": "软媒旗下软件：", "language": "chinese", "position": {"atoms": [{"position_id": 476, "txt": "软媒旗下软件：", "x": "/html/body/div[5]/p[2]/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 104, "global_sentence_id": 87, "edu_l1_label": "EDU_O"}, {"txt": "软媒手机APP应用魔方最会买要知", "language": "chinese", "position": {"atoms": [{"position_id": 478, "txt": "软媒手机APP应用", "x": "/html/body/div[5]/p[2]/a[1]"}, {"position_id": 480, "txt": "魔方", "x": "/html/body/div[5]/p[2]/a[2]"}, {"position_id": 482, "txt": "最会买", "x": "/html/body/div[5]/p[2]/a[3]"}, {"position_id": 484, "txt": "要知", "x": "/html/body/div[5]/p[2]/a[4]"}]}, "tags": [], "label": "O", "web_segment_id": 104, "global_sentence_id": 88, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 微信近期更新盘点：iOS 功能对齐安卓、PC 体验多端统一 ## 一、公众号推文内容可选中写评论 ## 二、支持自动翻译 ## 三、一次性快速多选消息 ## 四、群聊显示引用消息来源 ## 五、送礼物可筛选 ## 六、群礼物操作优化 ## 七、设置新增插件 ## 八、多端统一 ## 九、总结
ee71d422-d4d5-4d27-aa49-517b7611f011
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"作者还需要在答辩信中重现修改的段落和句子（新增或者修改的内容用红色标出），甚至给出有变动的图表。", "language": "chinese", "position": {"atoms": [{"position_id": 360, "txt": "作者还需要在答辩信中重现修改的段落和句子", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/strong[1]/span"}, {"position_id": 362, "txt": "（", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/span[1]"}, {"position_id": 364, "txt": "新增或者修改的内容用红色标出", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/strong[2]/span"}, {"position_id": 366, "txt": "），", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/span[2]"}, {"position_id": 368, "txt": "甚至给出有变动的图表", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/span[2]/strong"}, {"position_id": 370, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/span[2]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 49, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "这样，“一本账很清”，审稿人看完答辩信，马上就能向编辑建议接收该论文，而不必重新审读文稿。", "language": "chinese", "position": {"atoms": [{"position_id": 371, "txt": "这样，“一本账很清”，审稿人看完答辩信，马上就能向编辑建议接收该论文，而不必重新审读文稿。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[14]/span[2]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 49, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "但问题是，很多“菜鸟”费了好大的劲儿向审稿人解释，既没有说清楚自己根据审稿意见补充了什么实验，也没有说清楚这些修改体现在第几页、第几段。", "language": "chinese", "position": {"atoms": [{"position_id": 373, "txt": "但问题是，很多“菜鸟”费了好大的劲儿向审稿人解释，既没有说清楚自己根据审稿意见补充了什么实验，也没有说清楚这些修改体现在第几页、第几段。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[16]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 50, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "这就使审稿人怀疑作者没有吸取审稿意见，只是在搪塞。", "language": "chinese", "position": {"atoms": [{"position_id": 374, "txt": "这就使审稿人怀疑作者没有吸取审稿意见，只是在搪塞。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[16]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 50, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "如果作者进行了有效的修改，那为什么不大大方方地说出在哪里进行了修改呢？", "language": "chinese", "position": {"atoms": [{"position_id": 376, "txt": "如果作者进行了有效的修改，那为什么不大大方方地说出在哪里进行了修改呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[16]/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "如果有些补充的数据不方便放在论文的正文，那么可以作为“支撑信息”发给编辑。", "language": "chinese", "position": {"atoms": [{"position_id": 377, "txt": "如果有些补充的数据不方便放在论文的正文，那么可以作为“支撑信息”发给编辑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[16]/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "论文正式发表时，这些“支撑信息”会作为论文的附件，放在出版社的网上。", "language": "chinese", "position": {"atoms": [{"position_id": 378, "txt": "论文正式发表时，这些“支撑信息”会作为论文的附件，放在出版社的网上。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[16]/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "还有的作者长篇大论地向审稿人解释，并把修改过的段落附上，但长篇解释和新增段落的内容几乎一样，这就没有必要了。", "language": "chinese", "position": {"atoms": [{"position_id": 380, "txt": "还有的作者长篇大论地向审稿人解释，并把修改过的段落附上，但长篇解释和新增段落的内容几乎一样，这就没有必要了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[18]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 51, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "逐条回复要务实、干脆利落，要不惊不乍，而不要让编辑觉得“问题很大”以至于作者需要用很大的篇幅来解释问题。", "language": "chinese", "position": {"atoms": [{"position_id": 381, "txt": "逐条回复要务实、干脆利落，要不惊不乍，而不要让编辑觉得“问题很大”以至于作者需要用很大的篇幅来解释问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[18]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 51, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "审稿意见的第一段往往是审稿人对论文的定性评价，比如“这篇论文有新意，有重要价值，建议小修改后刊用”。", "language": "chinese", "position": {"atoms": [{"position_id": 383, "txt": "审稿意见的第一段往往是审稿人对论文的定性评价，比如“这篇论文有新意，有重要价值，建议小修改后刊用”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 52, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "无论审稿人的评价是正面还是负面，作者写答辩信时都需要完整地呈现审稿意见，而不可隐藏第一段定性评价。", "language": "chinese", "position": {"atoms": [{"position_id": 384, "txt": "无论审稿人的评价是正面还是负面，作者写答辩信时都需要完整地呈现审稿意见，而不可隐藏第一段定性评价。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 52, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "这是因为，审稿人复审时，也会看到别的审稿人的意见和作者的回复。", "language": "chinese", "position": {"atoms": [{"position_id": 386, "txt": "这是因为，审稿人复审时，也会看到别的审稿人的意见和作者的回复。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "如果审稿人在初审时都说这篇文章好，那作者为何要把这些好评删掉？", "language": "chinese", "position": {"atoms": [{"position_id": 387, "txt": "如果审稿人在初审时都说这篇文章好，那作者为何要把这些好评删掉？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "审稿人就会想：", "language": "chinese", "position": {"atoms": [{"position_id": 388, "txt": "审稿人就会想：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "莫不是作者得到差评，硬着头皮把稿子重新“塞”给这个杂志吧？", "language": "chinese", "position": {"atoms": [{"position_id": 389, "txt": "莫不是作者得到差评，硬着头皮把稿子重新“塞”给这个杂志吧？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "并且，人往往有从众心理。", "language": "chinese", "position": {"atoms": [{"position_id": 390, "txt": "并且，人往往有从众心理。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "本来给出差评的一个审稿人在复审时看到另外两个审稿人在初审时给了好评，他就会倾向于让修改稿“过关”。", "language": "chinese", "position": {"atoms": [{"position_id": 391, "txt": "本来给出差评的一个审稿人在复审时看到另外两个审稿人在初审时给了好评，他就会倾向于让修改稿“过关”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "如果初审时审稿人的定性评价很负面怎么办？", "language": "chinese", "position": {"atoms": [{"position_id": 393, "txt": "如果初审时审稿人的定性评价很负面怎么办？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[22]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "那也得如实呈现。", "language": "chinese", "position": {"atoms": [{"position_id": 394, "txt": "那也得如实呈现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[22]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "既然编辑决定让你修改论文，只要你认真修改，论文最终发表的可能性很大。", "language": "chinese", "position": {"atoms": [{"position_id": 396, "txt": "既然编辑决定让你修改论文，只要你认真修改，论文最终发表的可能性很大。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[22]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "修改后，最好的情况当然是几个审稿人都同意接收论文。", "language": "chinese", "position": {"atoms": [{"position_id": 398, "txt": "修改后，最好的情况当然是几个审稿人都同意接收论文。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[22]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "也有可能原本建议“小修改后发表”的审稿人这次同意接收论文，而原本建议“退稿”的审稿人这次提出了新的修改意见。", "language": "chinese", "position": {"atoms": [{"position_id": 399, "txt": "也有可能原本建议“小修改后发表”的审稿人这次同意接收论文，而原本建议“退稿”的审稿人这次提出了新的修改意见。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[22]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "那么再经过一轮修改，论文便可被接收。", "language": "chinese", "position": {"atoms": [{"position_id": 400, "txt": "那么再经过一轮修改，论文便可被接收。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[22]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "对审稿人不要犟，而要有策略", "language": "chinese", "position": {"atoms": [{"position_id": 402, "txt": "对审稿人不要犟，而要有策略", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[25]/section/section/p/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 54, "global_sentence_id": 46, "edu_l1_label": "BOS"}, {"txt": "很多作者都希望审稿人说好话；", "language": "chinese", "position": {"atoms": [{"position_id": 404, "txt": "很多作者都希望审稿人说好话；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[27]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "一旦收到负面的审稿意见，便怒火中烧，写答辩信如同吵架。", "language": "chinese", "position": {"atoms": [{"position_id": 405, "txt": "一旦收到负面的审稿意见，便怒火中烧，写答辩信如同吵架。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[27]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "他们以为用强硬的抗辩能给自己带来好的结果，但往往给人留下不礼貌的印象。", "language": "chinese", "position": {"atoms": [{"position_id": 406, "txt": "他们以为用强硬的抗辩能给自己带来好的结果，但往往给人留下不礼貌的印象。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[27]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "审稿人总是认为自己有道理。", "language": "chinese", "position": {"atoms": [{"position_id": 408, "txt": "审稿人总是认为自己有道理。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "他提出了修改意见，你就要采取行动澄清问题、补做实验、修改论文，而不能犟头倔脑。", "language": "chinese", "position": {"atoms": [{"position_id": 409, "txt": "他提出了修改意见，你就要采取行动澄清问题、补做实验、修改论文，而不能犟头倔脑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "你有了行动，审稿人就有台阶下。", "language": "chinese", "position": {"atoms": [{"position_id": 410, "txt": "你有了行动，审稿人就有台阶下。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "相反，你在答辩信中质疑审稿人的学术水平，说他说的都是错的，那么他也不会给你台阶下。", "language": "chinese", "position": {"atoms": [{"position_id": 411, "txt": "相反，你在答辩信中质疑审稿人的学术水平，说他说的都是错的，那么他也不会给你台阶下。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "我认为，对学术问题可以有不同看法，但作者要有礼貌、讲策略。", "language": "chinese", "position": {"atoms": [{"position_id": 413, "txt": "我认为，对学术问题可以有不同看法，但作者要有礼貌、讲策略。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[31]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "如果审稿人认为你的论文创新性不强，那么你可以回复说：", "language": "chinese", "position": {"atoms": [{"position_id": 415, "txt": "如果审稿人认为你的论文创新性不强，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[33]/strong/span"}, {"position_id": 417, "txt": "那么你可以回复说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[33]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 58, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "“谢谢你的意见。", "language": "chinese", "position": {"atoms": [{"position_id": 418, "txt": "“谢谢你的意见。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "我们这篇论文的确没有‘震惊宇宙’，并且原稿的引言部分没有把新意、重要性写清楚；", "language": "chinese", "position": {"atoms": [{"position_id": 419, "txt": "我们这篇论文的确没有‘震惊宇宙’，并且原稿的引言部分没有把新意、重要性写清楚；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "有鉴于此，我们已经加强了引言部分，把创新性强调出来。", "language": "chinese", "position": {"atoms": [{"position_id": 420, "txt": "有鉴于此，我们已经加强了引言部分，把创新性强调出来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "本文的创新性就在于……”", "language": "chinese", "position": {"atoms": [{"position_id": 421, "txt": "本文的创新性就在于……”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "如果审稿人误解了你一句话的意思，那么你不应该在心中骂审稿人愚蠢，也不应在答辩信中费唇舌解释，而应该这样想——审稿人是读者的代表，既然审稿人读了文章，产生误解，那么其他读者读了这篇文章也会产生误解。", "language": "chinese", "position": {"atoms": [{"position_id": 423, "txt": "如果审稿人误解了你一句话的意思，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[35]/strong/span"}, {"position_id": 425, "txt": "那么你不应该在心中骂审稿人愚蠢，也不应在答辩信中费唇舌解释，而应该这样想——审稿人是读者的代表，既然审稿人读了文章，产生误解，那么其他读者读了这篇文章也会产生误解。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[35]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 59, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "于是，可以把涉及的句子重新变换一下，写得清楚一些，并在答辩信中写：", "language": "chinese", "position": {"atoms": [{"position_id": 426, "txt": "于是，可以把涉及的句子重新变换一下，写得清楚一些，并在答辩信中写：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[35]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "“谢谢提醒。", "language": "chinese", "position": {"atoms": [{"position_id": 427, "txt": "“谢谢提醒。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[35]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "我们原本的写作的确会引起歧义，现在我们根据审稿人的意见修改如下……”", "language": "chinese", "position": {"atoms": [{"position_id": 428, "txt": "我们原本的写作的确会引起歧义，现在我们根据审稿人的意见修改如下……”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[35]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "如果审稿人要你补充一个实验，那么你就得做这个实验。", "language": "chinese", "position": {"atoms": [{"position_id": 430, "txt": "如果审稿人要你补充一个实验，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[37]/strong/span"}, {"position_id": 432, "txt": "那么你就得做这个实验。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[37]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 60, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "如果实验结果能说明问题，那么要把实验结果写到论文里去。", "language": "chinese", "position": {"atoms": [{"position_id": 433, "txt": "如果实验结果能说明问题，那么要把实验结果写到论文里去。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[37]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "如果实验结果不能说明问题，也要在答辩信中展示、分析数据，告诉审稿人已经做了要求的实验，但没有得到有价值的结果，原因是什么。", "language": "chinese", "position": {"atoms": [{"position_id": 434, "txt": "如果实验结果不能说明问题，也要在答辩信中展示、分析数据，告诉审稿人已经做了要求的实验，但没有得到有价值的结果，原因是什么。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[37]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "甚至可以把这些数据放到“支撑信息”部分，让审稿人觉得作者并没有心虚。", "language": "chinese", "position": {"atoms": [{"position_id": 435, "txt": "甚至可以把这些数据放到“支撑信息”部分，让审稿人觉得作者并没有心虚。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[37]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "如果审稿人要你补充一个实验，但你没有实验条件，或者不能在短时期内做出这个实验怎么办？", "language": "chinese", "position": {"atoms": [{"position_id": 437, "txt": "如果审稿人要你补充一个实验，但你没有实验条件，或者不能在短时期内做出这个实验怎么办？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 61, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "有的作者回复说：", "language": "chinese", "position": {"atoms": [{"position_id": 439, "txt": "有的作者回复说：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "“审稿人建议的这个实验不重要，和本文无关。”", "language": "chinese", "position": {"atoms": [{"position_id": 440, "txt": "“审稿人建议的这个实验不重要，和本文无关。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "但其实，作者应该静下心来分析——审稿人要求补充这个实验，是要了解什么信息或者达到什么实验目的（比如知道样品的元素含量）？", "language": "chinese", "position": {"atoms": [{"position_id": 441, "txt": "但其实，作者应该静下心来分析——审稿人要求补充这个实验，是要了解什么信息或者达到什么实验目的（比如知道样品的元素含量）？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "如果作者没有审稿人提及的那个实验仪器，那么用别的仪器能否得到这个信息？", "language": "chinese", "position": {"atoms": [{"position_id": 442, "txt": "如果作者没有审稿人提及的那个实验仪器，那么用别的仪器能否得到这个信息？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "作者应该想法设法补充实验，满足审稿人的要求，让审稿人“无话可说”。", "language": "chinese", "position": {"atoms": [{"position_id": 443, "txt": "作者应该想法设法补充实验，满足审稿人的要求，让审稿人“无话可说”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[39]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "万一还是无法满足审稿人的要求，那么作者也应在答辩信中诚恳说出原因，并且在修改论文时有所行动。", "language": "chinese", "position": {"atoms": [{"position_id": 445, "txt": "万一还是无法满足审稿人的要求，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/strong/span"}, {"position_id": 447, "txt": "那么作者也应在答辩信中诚恳说出原因，并且在修改论文时有所行动。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 62, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "比如，审稿人问：", "language": "chinese", "position": {"atoms": [{"position_id": 449, "txt": "比如，审稿人问：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 62, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "“反应机理是什么？”", "language": "chinese", "position": {"atoms": [{"position_id": 450, "txt": "“反应机理是什么？”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 62, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "你由于种种原因无法弄清反应机理，那么应该在论文的讨论或者结论部分加上：", "language": "chinese", "position": {"atoms": [{"position_id": 451, "txt": "你由于种种原因无法弄清反应机理，那么应该在论文的讨论或者结论部分加上：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 62, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "“本文的主要目的是开发新的催化剂，但反应机理不清楚。", "language": "chinese", "position": {"atoms": [{"position_id": 452, "txt": "“本文的主要目的是开发新的催化剂，但反应机理不清楚。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 62, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "这些催化剂的后续催化应用和反应机理值得进一步研究。”", "language": "chinese", "position": {"atoms": [{"position_id": 453, "txt": "这些催化剂的后续催化应用和反应机理值得进一步研究。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[41]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 62, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "你对实验现象提出了一种解释，但审稿人提出另一种解释，怎么办？", "language": "chinese", "position": {"atoms": [{"position_id": 455, "txt": "你对实验现象提出了一种解释，但审稿人提出另一种解释，怎么办？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 63, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "我们要懂一点科学哲学。", "language": "chinese", "position": {"atoms": [{"position_id": 457, "txt": "我们要懂一点科学哲学。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "对于一个现象，当然可能有几种解释，我们不能执拗地说别的解释一定是错的，而要用实验数据来说话。", "language": "chinese", "position": {"atoms": [{"position_id": 458, "txt": "对于一个现象，当然可能有几种解释，我们不能执拗地说别的解释一定是错的，而要用实验数据来说话。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "如果实验数据说明审稿人的解释是合理的（作者原先的解释也没错），那么可以在修改论文时把新的解释加上，并且说实验数据和这个解释吻合，但两个解释究竟哪个更合理，有待于进一步验证。", "language": "chinese", "position": {"atoms": [{"position_id": 460, "txt": "如果实验数据说明审稿人的解释是合理的（作者原先的解释也没错），那么可以在修改论文时把新的解释加上，并且说实验数据和这个解释吻合，但两个解释究竟哪个更合理，有待于进一步验证。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 63, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "而如果实验数据说明审稿人的解释不合理，那么在修改论文时，可以写：", "language": "chinese", "position": {"atoms": [{"position_id": 461, "txt": "而如果实验数据说明审稿人的解释不合理，那么在修改论文时，可以写：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 63, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "“对于以上数据还有另外一种解释……", "language": "chinese", "position": {"atoms": [{"position_id": 462, "txt": "“对于以上数据还有另外一种解释……", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 63, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "但我们的实验结果并不支撑这种解释。”", "language": "chinese", "position": {"atoms": [{"position_id": 463, "txt": "但我们的实验结果并不支撑这种解释。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 63, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "这么做的“原理”就在于：", "language": "chinese", "position": {"atoms": [{"position_id": 465, "txt": "这么做的“原理”就在于：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 63, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "审稿人代表读者来读你的稿子，如果你只是在答辩信中告诉审稿人他的解释不成立，而没有把相关内容写到论文里，那么读者读到你的论文，同样会产生困惑。", "language": "chinese", "position": {"atoms": [{"position_id": 466, "txt": "审稿人代表读者来读你的稿子，如果你只是在答辩信中告诉审稿人他的解释不成立，而没有把相关内容写到论文里，那么读者读到你的论文，同样会产生困惑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[43]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 63, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "如果审稿人要你针对文中某一个论断引用几篇文献，但你发现审稿人指定的这几篇文献和这个论断无关，怎么办？", "language": "chinese", "position": {"atoms": [{"position_id": 468, "txt": "如果审稿人要你针对文中某一个论断引用几篇文献，但你发现审稿人指定的这几篇文献和这个论断无关，怎么办？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[8]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 64, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "人非完人，审稿人的心中也有“自我”，甚至会“自私”。", "language": "chinese", "position": {"atoms": [{"position_id": 470, "txt": "人非完人，审稿人的心中也有“自我”，甚至会“自私”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "他要你引用的几篇文献，有可能包含着他自己发表的论文。", "language": "chinese", "position": {"atoms": [{"position_id": 471, "txt": "他要你引用的几篇文献，有可能包含着他自己发表的论文。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "作者处理这样的事情就要讲究“艺术”——这些论文引用在这一段不贴切，那么能否贴切地引用在别的段落？", "language": "chinese", "position": {"atoms": [{"position_id": 472, "txt": "作者处理这样的事情就要讲究“艺术”——这些论文引用在这一段不贴切，那么能否贴切地引用在别的段落？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "如果找不到现成的段落，那么能否阅读了这几篇文献后，想出一两句贴切的句子，增补在论文的某处，并引用这几篇文献？", "language": "chinese", "position": {"atoms": [{"position_id": 473, "txt": "如果找不到现成的段落，那么能否阅读了这几篇文献后，想出一两句贴切的句子，增补在论文的某处，并引用这几篇文献？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "如果实在找不到引用这几篇文献的地方，能否甄别出这些文献的作者，并搜索这些作者别的文献，把这些“替代文献”贴切地引用到你的论文中，并告诉审稿人在哪里进行了修改？", "language": "chinese", "position": {"atoms": [{"position_id": 474, "txt": "如果实在找不到引用这几篇文献的地方，能否甄别出这些文献的作者，并搜索这些作者别的文献，把这些“替代文献”贴切地引用到你的论文中，并告诉审稿人在哪里进行了修改？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[8]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "想查看质化研究相关文章", "language": "chinese", "position": {"atoms": [{"position_id": 476, "txt": "想查看质化", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[45]/span/strong/span"}, {"position_id": 478, "txt": "研究", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[45]/span/strong/span/strong/span"}, {"position_id": 480, "txt": "相关文章", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[45]/span/strong/span/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 65, "global_sentence_id": 95, "edu_l1_label": "EDU_O"}, {"txt": "▼", "language": "chinese", "position": {"atoms": [{"position_id": 482, "txt": "▼", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[10]/span/strong/span"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 66, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": "<img https://mmbiz.qpic.cn/mmbiz_jpg/0QtibOOkfVWrkOdjCgr1tHLD7fT4VKypwI81jgXkoxYmkDF9oeGiaO6icaXHGutkHKibIGnkhUXjBG98GrrGlO7vNA/640?wx_fmt=jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 260, "txt": "<img https://mmbiz.qpic.cn/mmbiz_jpg/0QtibOOkfVWrkOdjCgr1tHLD7fT4VKypwI81jgXkoxYmkDF9oeGiaO6icaXHGutkHKibIGnkhUXjBG98GrrGlO7vNA/640?wx_fmt=jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[48]/section/section/section/img"}]}, "tags": ["img"], "label": "O", "web_segment_id": 67, "global_sentence_id": 97, "edu_l1_label": "EDU_O"}, {"txt": "近500篇全学科必读经典论文！！", "language": "chinese", "position": {"atoms": [{"position_id": 484, "txt": "近500篇全学科必读经典论文！！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/h2[1]/span/strong"}]}, "tags": ["h2", "strong"], "label": "O", "web_segment_id": 68, "global_sentence_id": 98, "edu_l1_label": "EDU_O"}, {"txt": "扫码直接领！", "language": "chinese", "position": {"atoms": [{"position_id": 486, "txt": "扫码直接领！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/h2[2]/span/strong"}]}, "tags": ["h2", "strong"], "label": "O", "web_segment_id": 69, "global_sentence_id": 99, "edu_l1_label": "EDU_O"}, {"txt": "无套路！！！", "language": "chinese", "position": {"atoms": [{"position_id": 487, "txt": "无套路！！！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/h2[2]/span/strong"}]}, "tags": ["h2", "strong"], "label": "O", "web_segment_id": 69, "global_sentence_id": 100, "edu_l1_label": "EDU_O"}, {"txt": "▼", "language": "chinese", "position": {"atoms": [{"position_id": 489, "txt": "▼", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[12]/span/strong/span"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 70, "global_sentence_id": 101, "edu_l1_label": "EDU_O"}, {"txt": "<img https://mmbiz.qpic.cn/sz_mmbiz_png/R6iaFp0bicyN4KR53gm5uicXJGZsAA2crsw3RIdpiaia5iasVG2BGTicWZuIJ1rPdXXgvpesaWASXBF1gAQeINe9RTLcA/640?wx_fmt=other&from=appmsg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1", "language": "chinese", "position": {"atoms": [{"position_id": 274, "txt": "<img https://mmbiz.qpic.cn/sz_mmbiz_png/R6iaFp0bicyN4KR53gm5uicXJGZsAA2crsw3RIdpiaia5iasVG2BGTicWZuIJ1rPdXXgvpesaWASXBF1gAQeINe9RTLcA/640?wx_fmt=other&from=appmsg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/p[13]/img"}]}, "tags": ["img"], "label": "O", "web_segment_id": 71, "global_sentence_id": 102, "edu_l1_label": "EDU_O"}, {"txt": "点亮“在看”👇", "language": "chinese", "position": {"atoms": [{"position_id": 491, "txt": "点亮“在看”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[49]/strong/span/strong/span/strong/span"}, {"position_id": 493, "txt": "👇", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section[49]/strong/span/strong/strong/span"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 72, "global_sentence_id": 103, "edu_l1_label": "EDU_O"}, {"txt": " 学术志 ", "language": "chinese", "position": {"atoms": [{"position_id": 495, "txt": "\n 学术志 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 90, "global_sentence_id": 104, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 完成600多篇论文的审稿后，该审稿人精心总结：研究生回复审稿意见的门道 ## 逐条回复审稿意见 ## 对审稿人不要犟，而要有策略
95998eb2-0751-4dd8-b735-6c9a4594b762
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test/raw_pdf_files/95998eb2-0751-4dd8-b735-6c9a4594b762.pdf
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{"entry_id": "95998eb2-0751-4dd8-b735-6c9a4594b762", "infos": [{"txt": "Adaptive Locally Linear Embedding", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 0, "bbox": [[0.295, 0.121, 0.705, 0.142]]}]}, "tags": ["title"], "label": "article_title", "web_segment_id": 7, "global_sentence_id": 0, "edu_l1_label": "BOT"}, {"txt": "Ali Goli1, Mahdieh Alizadeh1, and Hadi Sadoghi Yazdi∗1,2", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 100000, "bbox": [[0.269, 0.162, 0.73, 0.171]]}]}, "tags": ["text"], "label": "author", "web_segment_id": 10, "global_sentence_id": 1, "edu_l1_label": "EDU_O"}, {"txt": "1Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran 2Center of Excellence in Soft Computing and Intelligent Information Processing, Ferdowsi University of Mashhad, Mashhad, Iran", "language": "english", "position": {"pdf_position": 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[[0.027, 0.298, 0.059, 0.327]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 14, "global_sentence_id": 5, "edu_l1_label": "EDU_O"}, {"txt": "Abstract", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.467, 0.321, 0.533, 0.332]]}]}, "tags": ["title"], "label": "abstract", "web_segment_id": 9, "global_sentence_id": 6, "edu_l1_label": "BOS"}, {"txt": "Manifold learning techniques, such as Locally linear embedding (LLE), are designed to preserve the local neighborhood structures of high-dimensional data during dimensionality reduction.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.202, 0.341, 0.82, 0.352], [0.18, 0.355, 0.786, 0.366]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 0, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "Traditional LLE employs Euclidean distance to defne neighborhoods, which can struggle to capture the intrinsic geometric relationships within complex data.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.786, 0.355, 0.82, 0.366], [0.18, 0.368, 0.82, 0.38], [0.18, 0.382, 0.57, 0.394]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 0, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "A novel approach, Adaptive locally linear embedding(ALLE), is introduced to address this limitation by incorporating a dynamic, data-driven metric that enhances topological preservation.This method redefnes the concept of proximity by focusing on topological neighborhood inclusion rather than fxed distances.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.57, 0.382, 0.821, 0.394], [0.18, 0.396, 0.82, 0.407], [0.18, 0.41, 0.82, 0.421], [0.18, 0.424, 0.792, 0.435]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 0, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "By adapting the metric based on the local structure of the data, it achieves superior neighborhood preservation, particularly for datasets with complex geometries and high-dimensional structures.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.792, 0.424, 0.82, 0.435], [0.18, 0.438, 0.82, 0.449], [0.18, 0.451, 0.82, 0.463]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 0, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "Experimental results demonstrate that ALLE signifcantly improves the alignment between neighborhoods in the input and feature spaces, resulting in more accurate and topologically faithful embeddings.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.18, 0.465, 0.82, 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[{"page_number": 0, "shape": [1650, 1275], "position_id": 600000, "bbox": [[0.163, 0.542, 0.861, 0.553], [0.139, 0.556, 0.861, 0.567], [0.139, 0.57, 0.3, 0.581]]}]}, "tags": ["text"], "label": "abstract", "web_segment_id": 4, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "pr", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 700000, "bbox": [[0.035, 0.326, 0.056, 0.353]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 12, "global_sentence_id": 14, "edu_l1_label": "EDU_O"}, {"txt": "1Introduction", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 800000, "bbox": [[0.139, 0.606, 0.324, 0.624]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 6, "global_sentence_id": 15, "edu_l1_label": "BOS"}, {"txt": "Locally linear embedding(LLE) is a prominent manifold learning technique designed to reduce the dimensionality of high-dimensional datasets while preserving their intrinsic geometric structure.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.139, 0.64, 0.861, 0.652], [0.139, 0.654, 0.696, 0.665]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "Proposed by Roweis and Saul, LLE operates through a systematic process that includes identifying the K-nearest neighbors for each data point, calculating reconstruction weights to express each point as a linear combination of its neighbors, and ultimately generating a low-dimensional representation that retains local relationships [14].", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.696, 0.654, 0.861, 0.665], [0.139, 0.668, 0.861, 0.679], [0.139, 0.682, 0.861, 0.693], [0.139, 0.696, 0.761, 0.707]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "However, LLE traditionally relies on fxed distance metrics, such as Euclidean distance, which may inadequately represent complex data distributions and fail to capture nuanced topological relationships.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 900000, "bbox": [[0.761, 0.696, 0.861, 0.707], [0.139, 0.709, 0.861, 0.721], [0.139, 0.723, 0.671, 0.735]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "In response to these limitations, we introduce a novel approach termed Adaptive LLE(ALLE), which integrates a fexible, data-driven metric into the LLE framework.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1000000, "bbox": [[0.163, 0.737, 0.861, 0.748], [0.139, 0.751, 0.58, 0.762]]}]}, "tags": ["text"], 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1300000, "bbox": [[0.134, 0.07, 0.49, 0.295]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 5, "global_sentence_id": 29, "edu_l1_label": "EDU_O"}, {"txt": "(a) Standard LLE: Entangled embedding due to the inability to simplify complex regions.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1400000, "bbox": [[0.135, 0.3, 0.487, 0.33]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 11, "global_sentence_id": 30, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 1500000, "bbox": [[0.136, 0.346, 0.493, 0.544]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 6, "global_sentence_id": 31, "edu_l1_label": "EDU_O"}, {"txt": "(c) Standard LLE: Entangled embedding due to the inability to simplify complex regions.", "language": "english", "position": {"pdf_position": 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facilitate the preservation of local neighborhoods.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.139, 0.636, 0.499, 0.647]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "However, our proposed method distinguishes itself by emphasizing the adaptability of the metric based on data-driven principles, thereby ofering a more generalized framework for neighborhood preservation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.499, 0.636, 0.861, 0.647], [0.139, 0.65, 0.861, 0.661], [0.139, 0.664, 0.415, 0.675]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "In this paper, we aim to further develop this concept, providing a detailed account of our methodology and its theoretical underpinnings, while also comparing it against existing techniques in terms of topology preservation and neighborhood accuracy.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.163, 0.677, 0.861, 0.689], [0.139, 0.691, 0.861, 0.703], [0.139, 0.705, 0.412, 0.716]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "Through this investigation, we seek to contribute to the ongoing discourse on manifold learning and metric learning, highlighting the critical interplay between these domains in advancing dimensionality reduction techniques.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.412, 0.705, 0.861, 0.716], [0.139, 0.719, 0.861, 0.73], [0.139, 0.733, 0.469, 0.744]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, 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"IOS"}, {"txt": "the proposed method learns a metric in the topology space, which allows for bending, stretching, and compressing the data manifold in ways that better align with the underlying data complexity.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.56, 0.831, 0.861, 0.843], [0.139, 0.845, 0.861, 0.857], [0.139, 0.859, 0.42, 0.87]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "This adaptive metric enables the deformation of the topology, such that complex regions of the data space are simplifed, making it easier to distinguish and separate key features.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2600000, "bbox": [[0.163, 0.873, 0.861, 0.884], [0.139, 0.887, 0.652, 0.898]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, 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"bbox": [[0.163, 0.09, 0.288, 0.101]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "1c and Fig.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.288, 0.09, 0.368, 0.101]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "1d, the plots represent a low-dimensional embedding of the Iris dataset [6] obtained using standard LLE and ALLE, respectively.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.368, 0.09, 0.861, 0.101], [0.139, 0.103, 0.491, 0.115]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "In Fig.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], 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standard LLE embedding.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2900000, "bbox": [[0.163, 0.145, 0.861, 0.156], [0.139, 0.159, 0.861, 0.17], [0.139, 0.173, 0.635, 0.184]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "The adaptive approach of ALLE, which leverages metric learning to modify the data’s intrinsic geometry, ensures a more discriminative low-dimensional representation while preserving local relationships.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2900000, "bbox": [[0.635, 0.173, 0.861, 0.184], [0.139, 0.186, 0.861, 0.198], [0.139, 0.2, 0.555, 0.212]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "1.2Topological Space and Neighborhoods", "language": "english", "position": {"pdf_position": 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"label": "content", "web_segment_id": 3, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "This abstract notion of proximity ofers a powerful fexibility as it emphasizes relationships between points in a more generalized manner, independent of fxed metrics.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.322, 0.284, 0.861, 0.295], [0.139, 0.298, 0.726, 0.309]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "A topology on a set X is a collection T of subsets of X, called open sets, that satisfes three conditions:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.134, 0.311, 0.865, 0.351]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": " the empty set and the entire set X are in T ; the union of any collection of sets in T is also in T ; and the intersection of any fnite collection of sets in T is also in T [11].", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.134, 0.311, 0.865, 0.351]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "A neighborhood of a point x in a topological space X is a set N containing x such that there exists an open set O where x ∈O ⊆N.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.163, 0.353, 0.861, 0.365], [0.139, 0.367, 0.337, 0.378]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "In this context, N contains an open set surrounding x, refecting a topologicalsense of closeness [23].", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.337, 0.367, 0.861, 0.378], [0.139, 0.381, 0.285, 0.392]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "1.3The Metric Topology", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.139, 0.412, 0.393, 0.427]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 10, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "This section explores one of the fundamental methods of defning a topology on a set, using a metric.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.139, 0.437, 0.797, 0.448]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "A metric introduces the concept of distance between elements of a set, ofering a precise way to understand how ”close”or ”far apart” these elements are.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.797, 0.437, 0.861, 0.448], [0.139, 0.451, 0.861, 0.462], [0.139, 0.465, 0.358, 0.476]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "Topologies derived from metrics serve as the cornerstone of modern analysisand provide an intuitive yet rigorous framework for studying continuity and convergence.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.358, 0.465, 0.861, 0.476], [0.139, 0.479, 0.727, 0.49]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "Formally, a metric on a set X is a function d :", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.163, 0.492, 0.478, 0.504]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": " X × X →R that assigns a non-negative real number toevery pair of points x and y in X, representing the distance between them.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.478, 0.492, 0.861, 0.504], [0.139, 0.506, 0.625, 0.518]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "To qualify as a metric, the function d must satisfy three conditions.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.625, 0.506, 0.861, 0.518], [0.139, 0.52, 0.345, 0.531]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "The frst is non-negativity, which requires that d(x, y) ≥0, with equality onlyif x = y, ensuring that distinct points always have a positive distance.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.345, 0.52, 0.861, 0.531], [0.139, 0.534, 0.62, 0.545]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "The second is symmetry, meaning d(x, y) = d(y, x), refecting the intuitive idea that the distance between two points is independent of their order.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.62, 0.534, 0.861, 0.545], [0.139, 0.548, 0.861, 0.559], [0.139, 0.562, 0.177, 0.573]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "Finally, the triangle inequality states that d(x, z) ≤d(x, y) + d(y, z), ensuring that the direct distancebetween two points is never greater than the sum of the distances when traveling through a third point.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.177, 0.562, 0.861, 0.573], [0.139, 0.575, 0.825, 0.587]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "Using a metric, the notion of an ϵ-ball, denoted Bd(x, ϵ), is defned as the set of all points y in X such thatd(x, y) < ϵ.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.163, 0.589, 0.861, 0.601], [0.139, 0.603, 0.212, 0.614]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "This ϵ-ball can be thought of as a neighborhood around x, containing all points within a specifedradius ϵ.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.212, 0.603, 0.861, 0.614], [0.139, 0.617, 0.195, 0.628]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "By considering these neighborhoods for every point in X, a metric topology emerges.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.195, 0.617, 0.763, 0.628]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "This topologyorganizes the points of X into a structure that refects their proximity, as determined by the metric, providing a natural way to study the relationships between points based on “closeness.” [11]", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.763, 0.617, 0.861, 0.628], [0.139, 0.631, 0.861, 0.642], [0.139, 0.645, 0.681, 0.656]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "1.4Innovation:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.139, 0.676, 0.297, 0.691]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 13, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": " Need for a Flexible Metric", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.297, 0.676, 0.563, 0.691]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 13, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "Traditional metrics, such as Euclidean distance, often fail to adequately represent complex data distributions, particularly in high-dimensional or non-linear datasets.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.139, 0.701, 0.861, 0.712], [0.139, 0.715, 0.495, 0.726]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "A static metric like Euclidean distance assumes uniform scaling across the data, which leads to inaccuracies in neighborhood preservation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.495, 0.715, 0.861, 0.726], [0.139, 0.728, 0.679, 0.74]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "To address this limitation, we propose a data-dependent metric defned as:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.679, 0.728, 0.861, 0.74], [0.139, 0.742, 0.453, 0.754]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "dM(x1,x3) = √(x1 + x3)TM(x1 = x3),", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.373, 0.761, 0.625, 0.776]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 14, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "where M is a positive semi-defnite matrix learned from the data.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.139, 0.782, 0.566, 0.793]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "This metric is designed to adapt to the local geometry, providing a more fexible and accurate representation of proximity by refecting both global and local characteristics of the data distribution.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.566, 0.782, 0.861, 0.793], [0.139, 0.795, 0.861, 0.807], [0.139, 0.809, 0.435, 0.821]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "We introduce a novel approach to learning a metric dM(xi, xj) that adapts to the local geometry of the data, ensuring that neighborhood structures are accurately preserved in the feature space.This metric is learned through an iterative optimization process that minimizes the least-squares error of neighborhood reconstruction, resulting in a more faithful representation of distances in both the input and embedded spaces.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.435, 0.809, 0.861, 0.821], [0.139, 0.823, 0.861, 0.834], [0.139, 0.837, 0.861, 0.848], [0.139, 0.851, 0.861, 0.862], [0.139, 0.865, 0.382, 0.876]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "As illustrated in Fig.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.382, 0.865, 0.523, 0.876]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "2, our method introduces a data-dependent metric that better preserves neighborhood structures in the input space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.523, 0.865, 0.861, 0.876], [0.139, 0.878, 0.574, 0.89]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "By letting the data inform the metric, we achieve embeddings that better refect the intrinsic relationships within complex, high-dimensional datasets.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.574, 0.878, 0.861, 0.89], [0.139, 0.892, 0.861, 0.904]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "This adaptive, context-sensitive approach represents a signifcant advancement in manifold learning, leading to more meaningful embeddings and a more accurate capture of the relationships between data points.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.139, 0.906, 0.861, 0.917], [0.139, 0.92, 0.817, 0.931]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.494, 0.955, 0.507, 0.967]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": "1.5Manifold Perspective", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.139, 0.073, 0.393, 0.088]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 11, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "A manifold is a topological space that locally resembles Euclidean space, even though its global structure may be complex.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.139, 0.098, 0.861, 0.109], [0.139, 0.111, 0.219, 0.123]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "Manifold learning techniques leverage this local Euclidean structure to better understand the behavior of high-dimensional data.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.219, 0.111, 0.861, 0.123], [0.139, 0.125, 0.37, 0.137]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "The challenge lies in preserving the essential geometric properties of the manifold when embedding it in a lower-dimensional space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.37, 0.125, 0.861, 0.137], [0.139, 0.139, 0.519, 0.15]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "In manifold learning, methods LLE aim to preserve local neighborhoods when mapping high-dimensional data to a lower-dimensional space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.519, 0.139, 0.861, 0.15], [0.139, 0.153, 0.723, 0.164]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "However, Euclidean distance, which is typically used to defne these neighborhoods, may not faithfully represent the true underlying structure due to its limitations in scaling uniformly across all points.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.723, 0.153, 0.861, 0.164], [0.139, 0.167, 0.861, 0.178], [0.139, 0.181, 0.586, 0.192]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "Our learned metric enhances this process by allowing proximity to be defned in a way that is sensitive to local variations in the data, thereby improving the accuracy of neighborhood preservation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.586, 0.181, 0.861, 0.192], [0.139, 0.194, 0.861, 0.206], [0.139, 0.208, 0.423, 0.22]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "2Related Work", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4500000, "bbox": [[0.139, 0.245, 0.339, 0.263]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 10, "global_sentence_id": 104, "edu_l1_label": "BOS"}, {"txt": "Dimensionality reduction has been a core technique in machine learning and data analysis, with methods such as Principal Component Analysis [8] and Multidimensional Scaling [17] serving as traditional linear embedding approaches.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4600000, "bbox": [[0.139, 0.278, 0.861, 0.29], [0.139, 0.292, 0.861, 0.303], [0.139, 0.306, 0.216, 0.317]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "These methods focus on preserving global structures but fail to capture the non-linear relationships inherent in complex data.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4600000, "bbox": [[0.216, 0.306, 0.861, 0.317], [0.139, 0.32, 0.308, 0.331]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "This limitation has motivated the development of manifold learning techniques.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4600000, "bbox": [[0.308, 0.32, 0.84, 0.331]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "Tenenbaum et al.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.163, 0.334, 0.281, 0.345]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "[16] introduced a global geometric framework for nonlinear dimensionality reduction, capable of preserving the intrinsic geometry of data.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.281, 0.334, 0.861, 0.345], [0.139, 0.347, 0.483, 0.359]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "Their approach efciently uncovers nonlinear structures, such as manifolds, using local metric information to infer global relationships.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.483, 0.347, 0.861, 0.359], [0.139, 0.361, 0.652, 0.373]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "One of the most prominent methods is LLE, introduced by Roweis and Saul [14].LLE constructs a low-dimensional representation by preserving local linear relationships, assuming that data lies on or near a non-linear manifold.It maps high-dimensional data to a lower-dimensional space while preserving local geometries.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4800000, "bbox": [[0.163, 0.375, 0.861, 0.386], [0.139, 0.389, 0.861, 0.4], [0.139, 0.403, 0.861, 0.414], [0.139, 0.417, 0.213, 0.428]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "Neighborhood selection, which is the only nonlinear step of the LLE, plays a very important role in the performance of the algorithm.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.163, 0.431, 0.861, 0.442], [0.139, 0.444, 0.338, 0.456]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "If the points are unevenly or sparsely sampled or contaminated by noise, the estimated reconstruction weights of its neighbors cannot refect well the local geometry of the manifold in the embedding space, even leading to a large bias to the embedding result.Most extensions of LLE are concerning the neighborhood selection [4].", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.338, 0.444, 0.861, 0.456], [0.139, 0.458, 0.861, 0.469], [0.139, 0.472, 0.861, 0.483], [0.139, 0.486, 0.417, 0.497]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "also, LLE uses Euclidean distance to defne neighborhoods, which can misrepresent the true geometric relationships in more complex or non-uniformly sampled datasets.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.417, 0.486, 0.861, 0.497], [0.139, 0.5, 0.816, 0.511]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "Several enhancements to LLE have been proposed to address its limitations.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5000000, "bbox": [[0.163, 0.514, 0.678, 0.525]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "Pan et al.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5000000, "bbox": [[0.678, 0.514, 0.755, 0.525]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "[12] introduced Weighted Locally Linear Embedding (WLLE), which incorporates a novel weighted distance measure to improve neighbor selection and reduce redundancy.WLLE addresses challenges posed by noisy, sparse, or weakly connected data by adapting to the local data distribution.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5000000, "bbox": [[0.755, 0.514, 0.861, 0.525], [0.139, 0.527, 0.861, 0.539], [0.139, 0.541, 0.861, 0.553], [0.139, 0.555, 0.511, 0.566]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 117, "edu_l1_label": 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quality.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.163, 0.535, 0.861, 0.546], [0.139, 0.549, 0.861, 0.56], [0.139, 0.563, 0.643, 0.574]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "Our proposed method builds on this foundation by introducing a data-driven metric that adjusts dynamically to the structure of the data, leading to more accurate and robust low-dimensional representations.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.643, 0.563, 0.861, 0.574], [0.139, 0.576, 0.861, 0.588], [0.139, 0.59, 0.597, 0.602]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": "3The proposed method", "language": "english", "position": {"pdf_position": [{"page_number": 0, 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neighbors, we proceed to the linear reconstruction phase, where each data point is expressed as a weighted linear combination of its neighbors.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.163, 0.826, 0.861, 0.838], [0.139, 0.84, 0.516, 0.851]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "These weights are iteratively optimized to minimize reconstruction error while maintaining the local topology.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.516, 0.84, 0.861, 0.851], [0.139, 0.854, 0.521, 0.865]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "In parallel, the metric M is updated based on the reconstruction error, allowing it to better represent the data’s manifold structure in subsequent iterations.This alternating optimization loop between linear reconstruction and metric refnement ensures that both the neighborhood preservation and the accuracy of distance measurements are continually improved.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.521, 0.854, 0.861, 0.865], [0.139, 0.868, 0.861, 0.879], [0.139, 0.882, 0.861, 0.893], [0.139, 0.895, 0.777, 0.907]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "Finally, the optimized metric and reconstruction weights are used to generate the low-dimensional em-", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6700000, "bbox": [[0.163, 0.909, 0.861, 0.921]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6800000, "bbox": [[0.494, 0.957, 0.507, 0.968]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 163, "edu_l1_label": "EDU_O"}, {"txt": "bedding, preserving the manifold’s structure as faithfully as possible.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6800000, "bbox": [[0.139, 0.076, 0.598, 0.087]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "This adaptive approach, as detailed inFig.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6800000, "bbox": [[0.598, 0.076, 0.861, 0.087], [0.139, 0.09, 0.165, 0.101]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "2, not only enhances the fdelity of distance measurements but also aligns them with the underlying data distribution, enabling more meaningful insights in manifold learning.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6800000, "bbox": [[0.165, 0.09, 0.861, 0.101], [0.139, 0.103, 0.592, 0.115]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "3.1Notations and defnitions", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6900000, "bbox": [[0.139, 0.136, 0.432, 0.151]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 8, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "In this section, we introduce the key notations and defnitions that will be used throughout the paper.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.139, 0.161, 0.83, 0.172]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "Let X = {x1, x2, .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.83, 0.161, 0.861, 0.172], [0.139, 0.174, 0.229, 0.186]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": ".", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.229, 0.174, 0.236, 0.186]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": ".", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.236, 0.174, 0.242, 0.186]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": ", xn} ⊂RD represent a set of n data points in a D-dimensional space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.242, 0.174, 0.693, 0.186]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "Each data point xi ∈RDcorresponds to a high-dimensional vector.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.693, 0.174, 0.86, 0.18], [0.139, 0.188, 0.41, 0.2]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "In the context of LLE, let K denote the number of nearest neighbors considered for each data point.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.41, 0.188, 0.861, 0.2], [0.139, 0.202, 0.342, 0.213]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "For a given point xi, its set of KNN is denoted as N(xi).", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.342, 0.202, 0.727, 0.213]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "The reconstruction process in LLE assigns weights to neighbors, where W ∈Rn×k is the matrix of re-construction weights.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7100000, "bbox": [[0.163, 0.216, 0.861, 0.227], [0.139, 0.23, 0.279, 0.241]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "Each entry wij represents the weight assigned to the j-th neighbor of the point xi.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7100000, "bbox": [[0.279, 0.23, 0.841, 0.241]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "A positive semi-defnite matrix M is introduced to represent the learned distance metric.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7100000, "bbox": [[0.841, 0.23, 0.861, 0.241], [0.139, 0.244, 0.715, 0.255]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "Using M, the Mahalanobis distance between two points xi and xj is defned as dM(xi, xj) =p(xi −xj)T M(xi −xj).", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7100000, "bbox": [[0.715, 0.244, 0.861, 0.255], [0.139, 0.257, 0.79, 0.269]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "In the dimensionality reduction process, each point xi is mapped to a low-dimensional representation yi ∈Rd, where d is the dimension of the embedding space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7200000, "bbox": [[0.163, 0.271, 0.861, 0.283], [0.139, 0.285, 0.541, 0.296]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "The quality of the reconstruction in the high-dimensional space is quantifed using the reconstruction error, denoted as E(W).", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7200000, "bbox": [[0.541, 0.285, 0.861, 0.296], [0.139, 0.299, 0.674, 0.31]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "This error is given by", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7200000, "bbox": [[0.674, 0.299, 0.823, 0.31]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": "E ( \\mathbf { W } ) = \\sum _ { i = 1 } ^ { n } \\left\\| \\mathbf { x } _ { i } - \\sum _ { j \\in \\mathcal { N } ( i ) } w _ { i j } \\mathbf { x } _ { j } \\right\\| _ { \\mathbf { M } } ^ { 2 } ,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7300000, "bbox": [[0.376, 0.318, 0.618, 0.363]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 14, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": "where ∥· ∥M is the norm induced by the learned metric M. For each point xi, the reconstruction error vectoris defned as ri = xi −Pj∈N (i) wijxj, capturing the deviation of xi from its weighted reconstruction based onits neighbors.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7400000, "bbox": [[0.139, 0.377, 0.861, 0.389], [0.139, 0.391, 0.861, 0.402], [0.139, 0.405, 0.227, 0.416]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 184, "edu_l1_label": "IOS"}, {"txt": "These notations and defnitions form the basis for the subsequent discussions on the proposed modifcations and optimization processes in LLE.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7400000, "bbox": [[0.227, 0.405, 0.861, 0.416], [0.139, 0.419, 0.465, 0.43]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": "3.2Problem Formulation", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7500000, "bbox": [[0.139, 0.451, 0.395, 0.466]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 9, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "In the classical LLE algorithm proposed by Roweis and Saul [14], the goal is to reduce the dimensionality of a dataset [7] while preserving the local neighborhood structure of the data through three key steps.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.139, 0.476, 0.861, 0.487], [0.139, 0.49, 0.812, 0.501]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "Given a set of points {x1, x2, .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.812, 0.49, 0.861, 0.501], 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"web_segment_id": 1, "global_sentence_id": 191, "edu_l1_label": "IOS"}, {"txt": "Oncethe neighbors are determined, LLE computes a set of reconstruction weights that express each point xi as a linear combination of its neighbors in the original high-dimensional space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.817, 0.504, 0.861, 0.515], [0.139, 0.517, 0.861, 0.529], [0.139, 0.531, 0.629, 0.543]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "These weights are then utilized to construct a low-dimensional embedding {y1, y2, .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.629, 0.531, 0.861, 0.543], [0.139, 0.545, 0.465, 0.556]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 193, "edu_l1_label": "IOS"}, {"txt": ".", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.465, 0.545, 0.472, 0.556]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 194, "edu_l1_label": "IOS"}, {"txt": ".", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.472, 0.545, 0.479, 0.556]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": ", yN} ∈Rd (with d ≪D), ensuring that each point yi issimilarly represented as a weighted combination of its neighbors, thereby preserving the local structure of the data in the lower-dimensional representation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.479, 0.545, 0.861, 0.556], [0.139, 0.559, 0.861, 0.57], [0.139, 0.573, 0.437, 0.584]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 196, "edu_l1_label": "IOS"}, {"txt": "while the The standard LLE algorithm determines neighboring points using a fxed distance metric, typically the Euclidean distance:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7600000, "bbox": [[0.437, 0.573, 0.861, 0.584], [0.139, 0.587, 0.597, 0.598]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 197, "edu_l1_label": "IOS"}, {"txt": "d(x1, xj) = ||x1 + xj||2.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7700000, "bbox": [[0.427, 0.61, 0.573, 0.625]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 13, "global_sentence_id": 198, "edu_l1_label": "IOS"}, {"txt": "This fxed notion of distance may fail to accurately capture the true local geometry of the data, particularly in cases where the manifold is curved or the data is anisotropically distributed.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7800000, "bbox": [[0.139, 0.636, 0.861, 0.647], [0.139, 0.65, 0.659, 0.661]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 199, "edu_l1_label": "IOS"}, {"txt": "To address this limitation, we propose a controllable LLE framework in which the distance between points is governed by a learned metric.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7800000, "bbox": [[0.659, 0.65, 0.861, 0.661], [0.139, 0.663, 0.861, 0.675]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 200, "edu_l1_label": "IOS"}, {"txt": "By utilizing a Mahalanobis distance metric in both the K-nearest neighbors search and the linear reconstruction steps, our approach enhances the algorithm’s 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"language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.139, 0.817, 0.861, 0.828], [0.139, 0.831, 0.707, 0.842]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 206, "edu_l1_label": "IOS"}, {"txt": "To fnd the neighbors, a distance metric is employed to measure proximity between points, with the Euclidean distance being the most commonly used, although alternative metrics can be applied depending on the application.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.707, 0.831, 0.861, 0.842], [0.139, 0.844, 0.861, 0.856], [0.139, 0.858, 0.766, 0.87]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 207, "edu_l1_label": "IOS"}, {"txt": "For each data point xi, the distances to all other points are computed, and the K closest points are selected as its neighbors.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.766, 0.858, 0.861, 0.87], [0.139, 0.872, 0.861, 0.883]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 208, "edu_l1_label": "IOS"}, {"txt": "These neighborhoods are then stored for use in subsequent steps, such as computing reconstruction weights and embeddings, ensuring the local structure of the data is efectively captured and the manifold’s geometryis preserved in the lower-dimensional representation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8200000, "bbox": [[0.139, 0.886, 0.861, 0.897], [0.139, 0.9, 0.861, 0.911], [0.139, 0.914, 0.485, 0.925]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 209, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": 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[[0.139, 0.387, 0.329, 0.4]]}]}, "tags": ["title"], "label": "title3", "web_segment_id": 6, "global_sentence_id": 213, "edu_l1_label": "IOS"}, {"txt": "In the process of LLE with metric learning, the initial metric M can be set in several ways.The most straightforward approach is the Euclidean initialization, where the metric M is initialized to the identity matrix I, corresponding to the standard Euclidean distance.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8600000, "bbox": [[0.139, 0.41, 0.861, 0.422], [0.139, 0.424, 0.861, 0.435], [0.139, 0.438, 0.535, 0.449]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 214, "edu_l1_label": "IOS"}, {"txt": "Mathematically, this is expressed as:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8600000, "bbox": [[0.535, 0.438, 0.782, 0.449]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 215, "edu_l1_label": "IOS"}, {"txt": "M = I", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8700000, "bbox": [[0.478, 0.461, 0.522, 0.473]]}]}, "tags": ["title"], "label": "formula", "web_segment_id": 12, "global_sentence_id": 216, "edu_l1_label": "IOS"}, {"txt": "In this case, the distance between points xi and xj is equivalent to the Euclidean distance:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8800000, "bbox": [[0.139, 0.485, 0.737, 0.496]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 217, "edu_l1_label": "IOS"}, {"txt": "dM(X1, xj) = ||x1 + xj|2", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 8900000, "bbox": [[0.42, 0.505, 0.578, 0.522]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 14, "global_sentence_id": 218, "edu_l1_label": "IOS"}, {"txt": "This initialization assumes no initial distortion or learning in the distance metric.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9000000, "bbox": [[0.139, 0.532, 0.679, 0.543]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 219, "edu_l1_label": "IOS"}, {"txt": "An alternative approach is random initialization, where M is initialized as M = LL⊤, with L being a randomly initialized matrix.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9000000, "bbox": [[0.679, 0.532, 0.861, 0.543], [0.139, 0.546, 0.824, 0.557]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 220, "edu_l1_label": "IOS"}, {"txt": "Thisensures that M is PSD, a desirable property for a valid distance metric.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9000000, "bbox": [[0.824, 0.546, 0.861, 0.557], [0.139, 0.56, 0.63, 0.571]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 221, "edu_l1_label": "IOS"}, {"txt": "Specifcally, each element of L is typically drawn from a normal distribution:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9000000, "bbox": [[0.63, 0.56, 0.861, 0.571], [0.139, 0.573, 0.427, 0.585]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 222, "edu_l1_label": "IOS"}, {"txt": "Lij~N(0,02)", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9100000, "bbox": [[0.451, 0.595, 0.549, 0.61]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 13, "global_sentence_id": 223, "edu_l1_label": "IOS"}, {"txt": "where N(0, σ2) is a normal distribution with mean 0 and variance σ2.This guarantees that M remainssymmetric and PSD:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9200000, "bbox": [[0.136, 0.615, 0.865, 0.66]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 224, "edu_l1_label": "IOS"}, {"txt": " M = LL⊤", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9200000, "bbox": [[0.136, 0.615, 0.865, 0.66]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 225, "edu_l1_label": "IOS"}, {"txt": "3.4Optimization Problem", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9300000, "bbox": [[0.139, 0.685, 0.404, 0.7]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 5, "global_sentence_id": 226, "edu_l1_label": "IOS"}, {"txt": "As illustrated int Fig.4 optimization process in proposed approach consists of two key components:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9400000, "bbox": [[0.139, 0.71, 0.807, 0.721]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 227, "edu_l1_label": "IOS"}, {"txt": " Reconstruction, which reconstructs each data point from its neighbors, and metric learning, which seeks to identify an optimal metric based on the reconstruction error.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9400000, "bbox": [[0.807, 0.71, 0.861, 0.721], [0.139, 0.723, 0.861, 0.735], [0.139, 0.737, 0.489, 0.749]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 228, "edu_l1_label": "IOS"}, {"txt": "These two steps are iteratively repeated within a loop, and after a predefned number of epochs, the optimization process is completed.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9400000, "bbox": [[0.489, 0.737, 0.861, 0.749], [0.139, 0.751, 0.667, 0.762]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 229, "edu_l1_label": "IOS"}, {"txt": "3.4.1Reconstruction", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9500000, "bbox": [[0.139, 0.783, 0.32, 0.795]]}]}, "tags": ["title"], "label": "title3", "web_segment_id": 7, "global_sentence_id": 230, "edu_l1_label": "IOS"}, {"txt": "Let xij ∈Rd denote the j-th neighbor of xi, and let the matrix Rd×k ∋Xi :", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9600000, "bbox": [[0.139, 0.807, 0.665, 0.819]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 231, "edu_l1_label": "IOS"}, {"txt": "= [xi1, .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9600000, "bbox": [[0.665, 0.807, 0.718, 0.819]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 232, "edu_l1_label": "IOS"}, {"txt": ".", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9600000, "bbox": [[0.718, 0.807, 0.725, 0.819]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 233, "edu_l1_label": "IOS"}, {"txt": ".", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9600000, "bbox": [[0.725, 0.807, 0.732, 0.819]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 234, "edu_l1_label": "IOS"}, {"txt": ", xik] include the kneighbors of xi.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9600000, "bbox": [[0.732, 0.807, 0.861, 0.819], [0.139, 0.821, 0.242, 0.833]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 235, "edu_l1_label": "IOS"}, {"txt": "\\operatorname* { m i n } _ { \\tilde { \\mathbf { W } } } E ( \\mathbf { W } ) = \\sum _ { i = 1 } ^ { N } \\left\\| \\mathbf { x } _ { i } - \\sum _ { j \\in \\mathcal { N } ( i ) } \\mathbf { \\tilde { w } } _ { i j } \\mathbf { x } _ { i j } \\right\\| _ { \\mathbf { M } } ^ { 2 } ,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9700000, "bbox": [[0.358, 0.831, 0.638, 0.878]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 15, "global_sentence_id": 236, "edu_l1_label": "IOS"}, {"txt": "after optimization, we would have optimized W˜ as:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9800000, "bbox": [[0.139, 0.884, 0.476, 0.895]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 237, "edu_l1_label": "IOS"}, {"txt": "\\mathbf { \\tilde { w } } _ { i } = \\frac { \\lambda _ { i } } { 2 } \\mathbf { G } _ { i } ^ { - 1 } \\mathbf { 1 } = \\frac { \\mathbf { G } _ { i } ^ { - 1 } \\mathbf { 1 } } { \\mathbf { 1 } ^ { \\top } \\mathbf { G } _ { i } ^ { - 1 } \\mathbf { 1 } }", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9900000, "bbox": [[0.406, 0.901, 0.588, 0.935]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 16, "global_sentence_id": 238, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10000000, "bbox": [[0.493, 0.955, 0.507, 0.968]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 239, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10000000, "bbox": [[0.131, 0.067, 0.864, 0.333]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 0, "global_sentence_id": 240, "edu_l1_label": "EDU_O"}, {"txt": "Figure 4: Optimization Problem.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10100000, "bbox": [[0.38, 0.341, 0.62, 0.358]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 2, "global_sentence_id": 241, "edu_l1_label": "EDU_O"}, {"txt": "where:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.139, 0.387, 0.182, 0.398]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 242, "edu_l1_label": "IOS"}, {"txt": "\\begin{aligned} { \\mathbb { R } ^ { k \\times k } \\ni \\mathbf { G } _ { i } : = \\left( \\mathbf { x } _ { i } \\mathbf { 1 } ^ { \\top } - \\mathbf { X } _ { i } \\right) ^ { \\top } \\mathbf { M } ( \\mathbf { x } _ { i } \\mathbf { 1 } ^ { \\top } - \\mathbf { X } _ { i } ) } \\\\ { \\mathbf { x } _ { i } = \\mathbf { x } _ { i } \\mathbf { 1 } ^ { \\top } \\mathbf { \\tilde { w } } _ { i } . } \\\\ \\end{aligned}", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10300000, "bbox": [[0.345, 0.39, 0.654, 0.427]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 17, "global_sentence_id": 243, "edu_l1_label": "IOS"}, {"txt": "3.4.2 Metric Optimization", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10400000, "bbox": [[0.139, 0.451, 0.177, 0.464], [0.196, 0.451, 0.365, 0.464]]}]}, "tags": ["title"], "label": "title3", "web_segment_id": 8, "global_sentence_id": 244, "edu_l1_label": "IOS"}, {"txt": "We defne the objective function for optimizing the metric matrix M with fxed weights W:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10500000, "bbox": [[0.139, 0.474, 0.745, 0.486]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 245, "edu_l1_label": "IOS"}, {"txt": "\\operatorname* { m i n } _ { \\mathbf { M } } E ( \\mathbf { M } ) = \\sum _ { i = 1 } ^ { N } \\left\\| \\mathbf { x } _ { i } - \\sum _ { j \\in \\mathcal { N } ( i ) } \\mathbf { \\tilde { w } } _ { i j } \\mathbf { x } _ { j } \\right\\| _ { \\mathbf { M } } ^ { 2 } .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.362, 0.493, 0.635, 0.54]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 14, "global_sentence_id": 246, "edu_l1_label": "IOS"}, {"txt": "The resulting closed-form gradient descent update for M is given by:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.139, 0.551, 0.594, 0.563]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 247, "edu_l1_label": "IOS"}, {"txt": "\\mathbf { M } ^ { ( t + 1 ) } = \\mathbf { M } ^ { ( t ) } - \\eta \\sum _ { i = 1 } ^ { N } \\mathbf { r } _ { i } \\mathbf { r } _ { i } ^ { T } ,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.402, 0.57, 0.592, 0.609]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 15, "global_sentence_id": 248, "edu_l1_label": "IOS"}, {"txt": "where ri represents the residual.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10900000, "bbox": [[0.139, 0.621, 0.352, 0.632]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 249, "edu_l1_label": "IOS"}, {"txt": "(For derivation, refer to Appendix A.1).", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10900000, "bbox": [[0.352, 0.621, 0.622, 0.632]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 250, "edu_l1_label": "IOS"}, {"txt": "3.4.3 Linear Embedding", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11000000, "bbox": [[0.139, 0.653, 0.177, 0.665], [0.196, 0.653, 0.347, 0.665]]}]}, "tags": ["title"], "label": "title3", "web_segment_id": 1, "global_sentence_id": 251, "edu_l1_label": "IOS"}, {"txt": "Our objective for embedding data into a lower-dimensional space with fxed weights W is:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11100000, "bbox": [[0.139, 0.676, 0.735, 0.687]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 252, "edu_l1_label": "IOS"}, {"txt": "\\operatorname* { m i n } _ { \\mathbf { Y } } \\sum _ { i = 1 } ^ { N } \\left\\| \\mathbf { y } _ { i } - \\sum _ { j \\in \\mathcal { N } ( i ) } \\mathbf { \\tilde { w } } _ { i j } \\mathbf { y } _ { j } \\right\\| _ { 2 } ^ { 2 } ,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11200000, "bbox": [[0.394, 0.695, 0.595, 0.742]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 16, "global_sentence_id": 253, "edu_l1_label": "IOS"}, {"txt": "n n The pronbPlemi= s1implifes to an Peigie=n1value decomposition:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11300000, "bbox": [[0.24, 0.752, 0.247, 0.76], [0.372, 0.752, 0.38, 0.76], [0.163, 0.769, 0.528, 0.78]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 254, "edu_l1_label": "IOS"}, {"txt": "MWY = XY,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11400000, "bbox": [[0.454, 0.792, 0.545, 0.805]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 13, "global_sentence_id": 255, "edu_l1_label": "IOS"}, {"txt": "where MW = (I −W)T (I −W).", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11500000, "bbox": [[0.139, 0.818, 0.356, 0.829]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 256, "edu_l1_label": "IOS"}, {"txt": "(For detailed derivation, refer to Appendix A.2).", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11500000, "bbox": [[0.356, 0.818, 0.683, 0.829]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 257, "edu_l1_label": "IOS"}, {"txt": "The solution Y is constructed using the eigenvectors corresponding to the d smallest non-zero eigenvalues (excluding the smallest eigenvalue, which is zero due to the translation invariance of MW ):", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11600000, "bbox": [[0.163, 0.831, 0.861, 0.843], [0.139, 0.845, 0.738, 0.857]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 258, "edu_l1_label": "IOS"}, {"txt": "where vi is the i-th eigenvector of MW .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11700000, "bbox": [[0.139, 0.897, 0.398, 0.908]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 259, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11800000, "bbox": [[0.494, 0.956, 0.507, 0.967]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 260, "edu_l1_label": "EDU_O"}, {"txt": "3.5Dimension-Reduced Data", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11900000, "bbox": [[0.139, 0.073, 0.435, 0.088]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 9, "global_sentence_id": 261, "edu_l1_label": "IOS"}, {"txt": "The reduced-dimensional representation of the data is:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12000000, "bbox": [[0.139, 0.098, 0.499, 0.109]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 262, "edu_l1_label": "IOS"}, {"txt": "where yi ∈Rd is the i-th row of Y .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12100000, "bbox": [[0.139, 0.147, 0.369, 0.158]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 263, "edu_l1_label": "IOS"}, {"txt": "3.6Theoretical Guarantee:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12200000, "bbox": [[0.139, 0.179, 0.411, 0.194]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 11, "global_sentence_id": 264, "edu_l1_label": "IOS"}, {"txt": " Ensuring Positive Semi-Defniteness of M", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12200000, "bbox": [[0.411, 0.179, 0.82, 0.194]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 11, "global_sentence_id": 265, "edu_l1_label": "IOS"}, {"txt": "In this subsection, we provide a theoretical guarantee that the matrix M, defned as M = LT L, remains PSD throughout the optimization process.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12300000, "bbox": [[0.139, 0.207, 0.861, 0.218], [0.139, 0.22, 0.381, 0.232]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 266, "edu_l1_label": "IOS"}, {"txt": "To achieve this, we propose an alternative approach: instead of updating M directly, we update L, which guarantees that M is always PSD.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12300000, "bbox": [[0.381, 0.22, 0.861, 0.232], [0.139, 0.234, 0.58, 0.246]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 267, "edu_l1_label": "IOS"}, {"txt": "To guarantee that M remains PSD, we propose updating L instead of M. This ensures that the product LT L remains PSD throughout the optimization.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12400000, "bbox": [[0.163, 0.248, 0.861, 0.259], [0.139, 0.262, 0.456, 0.273]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 268, "edu_l1_label": "IOS"}, {"txt": "The gradient of the objective function E(M) with respect to L is derived as follows:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12400000, "bbox": [[0.456, 0.262, 0.861, 0.273], [0.139, 0.276, 0.289, 0.287]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 269, "edu_l1_label": "IOS"}, {"txt": "E ( \\mathbf { M } ) = \\sum _ { i = 1 } ^ { N } \\mathbf { r } _ { i } ^ { T } \\mathbf { L } ^ { T } \\mathbf { L } \\mathbf { r } _ { i } = \\sum _ { i = 1 } ^ { N } ( \\mathbf { L } \\mathbf { r } _ { i } ) ^ { T } ( \\mathbf { L } \\mathbf { r } _ { i } )", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12500000, "bbox": [[0.362, 0.295, 0.635, 0.336]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 14, "global_sentence_id": 270, "edu_l1_label": "IOS"}, {"txt": "Taking the derivative of E(M) with respect to L, we get:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12600000, "bbox": [[0.163, 0.341, 0.541, 0.352]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 271, "edu_l1_label": "IOS"}, {"txt": "\\frac { \\partial E ( \\mathbf { M } ) } { \\partial \\mathbf { L } } = 2 \\sum _ { i = 1 } ^ { N } \\mathbf { L } \\mathbf { r } _ { i } \\mathbf { r } _ { i } ^ { T }", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12700000, "bbox": [[0.42, 0.361, 0.573, 0.399]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 15, "global_sentence_id": 272, "edu_l1_label": "IOS"}, {"txt": "This gradient expression allows us to update L in the optimization process.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12800000, "bbox": [[0.163, 0.405, 0.656, 0.416]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 273, "edu_l1_label": "IOS"}, {"txt": "We update the matrix L using the following gradient descent update rule:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12800000, "bbox": [[0.656, 0.405, 0.861, 0.416], [0.139, 0.419, 0.421, 0.43]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 274, "edu_l1_label": "IOS"}, {"txt": "\\mathbf { L } ^ { ( t + 1 ) } = \\mathbf { L } ^ { ( t ) } - 2 \\eta \\sum _ { i = 1 } ^ { N } \\mathbf { L } ^ { ( t ) } \\mathbf { r } _ { i } \\mathbf { r } _ { i } ^ { T }", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12900000, "bbox": [[0.394, 0.437, 0.604, 0.476]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 16, "global_sentence_id": 275, "edu_l1_label": "IOS"}, {"txt": "where η is the learning rate.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13000000, "bbox": [[0.163, 0.485, 0.352, 0.496]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 276, "edu_l1_label": "IOS"}, {"txt": "By updating L in this manner, we guarantee that M = LT L remains PSDat every iteration.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13000000, "bbox": [[0.352, 0.485, 0.861, 0.496], [0.139, 0.499, 0.26, 0.51]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 277, "edu_l1_label": "IOS"}, {"txt": "This is because M is the product of L and its transpose, and such a product is always positive semi-defnite.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13000000, "bbox": [[0.26, 0.499, 0.861, 0.51], [0.139, 0.513, 0.281, 0.524]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 278, "edu_l1_label": "IOS"}, {"txt": "In some cases, to ensure that M does not become singular or degenerate (i.e., with zero or near-zero eigenvalues), we can introduce a regularization term.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13000000, "bbox": [[0.281, 0.513, 0.861, 0.524], [0.139, 0.526, 0.571, 0.538]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 279, "edu_l1_label": "IOS"}, {"txt": "The updated rule for L with regularization becomes:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13000000, "bbox": [[0.571, 0.526, 0.861, 0.538], [0.139, 0.54, 0.198, 0.552]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 280, "edu_l1_label": "IOS"}, {"txt": "\\mathbf { L } ^ { ( t + 1 ) } = \\mathbf { L } ^ { ( t ) } - 2 \\eta \\sum _ { i = 1 } ^ { N } \\mathbf { L } ^ { ( t ) } \\mathbf { r } _ { i } \\mathbf { r } _ { i } ^ { T } + \\lambda \\mathbf { L } ^ { ( t ) }", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13100000, "bbox": [[0.364, 0.559, 0.627, 0.598]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 17, "global_sentence_id": 281, "edu_l1_label": "IOS"}, {"txt": "where λ > 0 is a small positive constant that ensures that L remains well-conditioned.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13200000, "bbox": [[0.163, 0.604, 0.73, 0.616]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 282, "edu_l1_label": "IOS"}, {"txt": "This regularizationterm ensures that the eigenvalues of M do not become too small, maintaining the stability of the optimization process.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13200000, "bbox": [[0.73, 0.604, 0.861, 0.616], [0.139, 0.618, 0.861, 0.63], [0.139, 0.632, 0.191, 0.643]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 283, "edu_l1_label": "IOS"}, {"txt": "The fnal algorithm of the proposed method is presented in Algorithm 1.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13200000, "bbox": [[0.191, 0.632, 0.677, 0.643]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 284, "edu_l1_label": "IOS"}, {"txt": "4Experimental results", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13300000, "bbox": [[0.139, 0.669, 0.418, 0.687]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 5, "global_sentence_id": 285, "edu_l1_label": "BOS"}, {"txt": "In this section, we present the evaluation metrics and datasets employed in our study.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13400000, "bbox": [[0.139, 0.702, 0.687, 0.713]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 286, "edu_l1_label": "IOS"}, {"txt": "Following this, we provide a comparative analysis of the results obtained from our proposed approach against those of the standard LLE and ISO LLE algorithms.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13400000, "bbox": [[0.687, 0.702, 0.861, 0.713], [0.139, 0.716, 0.861, 0.727], [0.139, 0.73, 0.307, 0.741]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 287, "edu_l1_label": "IOS"}, {"txt": "4.1Evaluation Metrics", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13500000, "bbox": [[0.139, 0.762, 0.372, 0.777]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 7, "global_sentence_id": 288, "edu_l1_label": "IOS"}, {"txt": "To assess the performance of the proposed Consistent LLE algorithm, we employ several evaluation metrics.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.139, 0.787, 0.861, 0.798]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 289, "edu_l1_label": "IOS"}, {"txt": "These metrics capture various aspects of the algorithm’s efectiveness, including the preservation of local andglobal data structures and the suitability of the learned low-dimensional representations for downstream tasks like clustering and classifcation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.139, 0.801, 0.861, 0.812], [0.139, 0.815, 0.861, 0.826], [0.139, 0.828, 0.352, 0.84]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 290, "edu_l1_label": "IOS"}, {"txt": "The following metrics are used in our evaluation:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13600000, "bbox": [[0.352, 0.828, 0.681, 0.84]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 291, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13700000, "bbox": [[0.494, 0.956, 0.507, 0.967]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 292, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13700000, "bbox": [[0.138, 0.072, 0.293, 0.087]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 293, "edu_l1_label": "EDU_O"}, {"txt": "2:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.148, 0.111, 0.158, 0.121]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 294, "edu_l1_label": "IOS"}, {"txt": " Output: Lower-dimensional embedding of the data", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.111, 0.537, 0.121]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 295, "edu_l1_label": "IOS"}, {"txt": "3:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.148, 0.126, 0.158, 0.136]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 11, "global_sentence_id": 296, "edu_l1_label": "EDU_O"}, {"txt": " Initialize the metric matrix M.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.126, 0.388, 0.136]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 297, "edu_l1_label": "EDU_O"}, {"txt": "4:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.148, 0.141, 0.158, 0.151]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 12, "global_sentence_id": 298, "edu_l1_label": "EDU_O"}, {"txt": " Initialize M as the identity matrix.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.141, 0.417, 0.152]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 299, "edu_l1_label": "EDU_O"}, {"txt": "5:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.148, 0.156, 0.158, 0.166]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 17, "global_sentence_id": 300, "edu_l1_label": "EDU_O"}, {"txt": " Find nneighbors nearest neighbors for each data point.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.156, 0.545, 0.167]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 301, "edu_l1_label": "EDU_O"}, {"txt": "6:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.148, 0.171, 0.158, 0.181]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 22, "global_sentence_id": 302, "edu_l1_label": "EDU_O"}, {"txt": " for epoch = 1 to max epochs do", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.171, 0.401, 0.182]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 22, "global_sentence_id": 303, "edu_l1_label": "EDU_O"}, {"txt": "7:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.147, 0.183, 0.588, 0.196]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 15, "global_sentence_id": 304, "edu_l1_label": "IOS"}, {"txt": " Call CholeskyDecomposition to Decompose Metric M", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.147, 0.183, 0.588, 0.196]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 305, "edu_l1_label": "IOS"}, {"txt": "8:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.148, 0.201, 0.158, 0.211]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 21, "global_sentence_id": 306, "edu_l1_label": "IOS"}, {"txt": "Compute reconstruction weights using LinearReconstruction() with respect to the metric M.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.201, 0.861, 0.212], [0.167, 0.214, 0.189, 0.227]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 21, "global_sentence_id": 307, "edu_l1_label": "IOS"}, {"txt": "9:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.166, 0.227, 0.483, 0.241]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 18, "global_sentence_id": 308, "edu_l1_label": "EDU_O"}, {"txt": " if Optimization method = ’Adam’ then", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.166, 0.227, 0.483, 0.241]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 309, "edu_l1_label": "EDU_O"}, {"txt": "10:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.14, 0.243, 0.638, 0.256]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 20, "global_sentence_id": 310, "edu_l1_label": "EDU_O"}, {"txt": " Update L using the Adam optimizer via AdamOptimizer().", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.14, 0.243, 0.638, 0.256]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 20, "global_sentence_id": 311, "edu_l1_label": "EDU_O"}, {"txt": "else if Optimization method = ’SGD’ then", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.191, 0.26, 0.507, 0.272]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 23, "global_sentence_id": 312, "edu_l1_label": "EDU_O"}, {"txt": "12:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.14, 0.273, 0.736, 0.288]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 24, "global_sentence_id": 313, "edu_l1_label": "IOS"}, {"txt": " Update L using stochastic gradient descent (SGD) via SGDOptimizer().", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.14, 0.273, 0.736, 0.288]]}]}, "tags": ["text"], "label": "content", 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{"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.307, 0.224, 0.318]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 16, "global_sentence_id": 318, "edu_l1_label": "EDU_O"}, {"txt": "15:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.141, 0.322, 0.158, 0.332]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 14, "global_sentence_id": 319, "edu_l1_label": "IOS"}, {"txt": " Perform linear embedding using LinearEmbedding().", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.322, 0.55, 0.333]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 320, "edu_l1_label": "IOS"}, {"txt": "16:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.141, 0.337, 0.158, 0.347]]}]}, "tags": ["text"], "label": "code", "web_segment_id": 13, "global_sentence_id": 321, "edu_l1_label": "IOS"}, {"txt": " Return: Lower-dimensional embedding of the data.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.158, 0.337, 0.54, 0.348]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 322, "edu_l1_label": "IOS"}, {"txt": "4.1.1Neighborhood Preservation", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13900000, "bbox": [[0.139, 0.381, 0.422, 0.393]]}]}, "tags": ["title"], "label": "title3", "web_segment_id": 10, "global_sentence_id": 323, "edu_l1_label": "IOS"}, {"txt": "To evaluate how well the Consistent LLE preserves local neighborhood structures, we employ two standard metrics:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14000000, "bbox": [[0.139, 0.404, 0.861, 0.415], [0.139, 0.418, 0.191, 0.429]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 324, "edu_l1_label": "IOS"}, {"txt": " Trustworthiness and Continuity, introduced by Venna and Kaski [19].", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14000000, "bbox": [[0.191, 0.418, 0.658, 0.429]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 325, "edu_l1_label": "IOS"}, {"txt": "• Trustworthiness quantifes how many of the original nearest neighbors in high-dimensional space areretained as neighbors in the low-dimensional space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14100000, "bbox": [[0.164, 0.434, 0.861, 0.448], [0.18, 0.45, 0.518, 0.462]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 326, "edu_l1_label": "IOS"}, {"txt": "It is given by:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14100000, "bbox": [[0.518, 0.45, 0.615, 0.462]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 327, "edu_l1_label": "IOS"}, {"txt": "T ( k ) = 1 - \\frac { 2 } { n k ( 2 n - 3 k - 1 ) } \\sum _ { i = 1 } ^ { n } \\sum _ { j \\in U ( i , k ) } ( r ( i , j ) - k )", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14200000, "bbox": [[0.344, 0.47, 0.691, 0.509]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 29, "global_sentence_id": 328, "edu_l1_label": "IOS"}, {"txt": "where r(i, j) is the rank of point j in the neighborhood of point i in the original high-dimensional space, and U(i, k) is the set of points in the low-dimensional space that are not among the k-nearest neighbors of point i.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14300000, "bbox": [[0.18, 0.52, 0.861, 0.532], [0.18, 0.534, 0.861, 0.546], [0.18, 0.548, 0.245, 0.559]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 329, "edu_l1_label": "IOS"}, {"txt": "A higher trustworthiness score indicates better preservation of local neighborhoods.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14300000, "bbox": [[0.245, 0.548, 0.803, 0.559]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 330, "edu_l1_label": "IOS"}, {"txt": "• Continuity evaluates how well the low-dimensional neighbors are true neighbors in the original space.Continuity is computed as:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14400000, "bbox": [[0.164, 0.565, 0.861, 0.578], [0.18, 0.581, 0.357, 0.592]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 331, "edu_l1_label": "IOS"}, {"txt": "2", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14500000, "bbox": [[0.479, 0.605, 0.49, 0.616]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 27, "global_sentence_id": 332, "edu_l1_label": "EDU_O"}, {"txt": "√", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14500000, "bbox": [[0.544, 0.615, 0.552, 0.621]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 26, "global_sentence_id": 333, "edu_l1_label": "EDU_O"}, {"txt": "where s(i, j) is the rank of point j in the low-dimensional space relative to point i, and V (i, k) represents the neighbors in the original space that are missing in the low-dimensional embedding.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14600000, "bbox": [[0.18, 0.651, 0.861, 0.662], [0.18, 0.665, 0.741, 0.676]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 334, "edu_l1_label": "IOS"}, {"txt": "Higher continuity indicates that the neighborhood structure is preserved well in both directions.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14600000, "bbox": [[0.741, 0.665, 0.861, 0.676], [0.18, 0.679, 0.694, 0.69]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 335, "edu_l1_label": "IOS"}, {"txt": "4.1.2Silhouette Score", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14700000, "bbox": [[0.139, 0.71, 0.329, 0.723]]}]}, "tags": ["title"], "label": "title3", "web_segment_id": 9, "global_sentence_id": 336, "edu_l1_label": "IOS"}, {"txt": "The silhouette score [13] is used to evaluate the quality of clustering in the low-dimensional space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14800000, "bbox": [[0.139, 0.733, 0.784, 0.745]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 337, "edu_l1_label": "IOS"}, {"txt": "It provides a measure of how similar an object is to its own cluster compared to other clusters.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14800000, "bbox": [[0.784, 0.733, 0.861, 0.745], [0.139, 0.747, 0.696, 0.759]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 338, "edu_l1_label": "IOS"}, {"txt": "The silhouette score for each data point is given by:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14800000, "bbox": [[0.696, 0.747, 0.861, 0.759], [0.139, 0.761, 0.321, 0.772]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 339, "edu_l1_label": "IOS"}, {"txt": "where a(i) is the average intra-cluster distance (the average distance between the point i and other points in its cluster), and b(i) is the average nearest-cluster distance (the average distance between point i and points in the nearest cluster).", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14900000, "bbox": [[0.139, 0.806, 0.861, 0.817], [0.139, 0.819, 0.861, 0.831], [0.139, 0.833, 0.289, 0.845]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 340, "edu_l1_label": "IOS"}, {"txt": "The silhouette score ranges from -1 to 1, with higher values indicating better-defned clusters.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14900000, "bbox": [[0.289, 0.833, 0.861, 0.845], [0.139, 0.847, 0.193, 0.858]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 341, "edu_l1_label": "IOS"}, {"txt": "We compute the overall silhouette score as the mean score across all data points.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14900000, "bbox": [[0.193, 0.847, 0.734, 0.858]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 342, "edu_l1_label": "IOS"}, {"txt": "4.1.3Accuracy Score", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15000000, "bbox": [[0.139, 0.879, 0.323, 0.891]]}]}, "tags": ["title"], "label": "title3", "web_segment_id": 8, "global_sentence_id": 343, "edu_l1_label": "IOS"}, {"txt": "When the dataset has class labels, we assess the accuracy of the learned embedding in a classifcation task.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 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["text"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 350, "edu_l1_label": "EDU_O"}, {"txt": "(a) Olivetti Faces, (b) MNIST, and (c) Swiss Roll.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15300000, "bbox": [[0.473, 0.656, 0.831, 0.673]]}]}, "tags": ["text"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 352, "edu_l1_label": "EDU_O"}, {"txt": "the low-dimensional representations and compute the classifcation accuracy. The accuracy is defned as:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15400000, "bbox": [[0.138, 0.699, 0.831, 0.715]]}]}, "tags": ["figure_caption"], "label": "content", "web_segment_id": 5, "global_sentence_id": 353, "edu_l1_label": "IOS"}, {"txt": "Accuracy", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15500000, "bbox": [[0.354, 0.73, 0.432, 0.745]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 7, "global_sentence_id": 354, "edu_l1_label": "EDU_O"}, {"txt": "Number of Correct Predictions", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15500000, "bbox": [[0.435, 0.723, 0.645, 0.736]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 8, "global_sentence_id": 355, "edu_l1_label": "EDU_O"}, {"txt": "Total Number of Predictions", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15500000, "bbox": [[0.442, 0.735, 0.637, 0.752]]}]}, "tags": ["text"], "label": "O", "web_segment_id": 6, "global_sentence_id": 356, "edu_l1_label": "EDU_O"}, {"txt": "This metric helps us evaluate whether the low-dimensional embedding preserves class separability, which is essential for downstream classifcation tasks.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15600000, "bbox": [[0.139, 0.759, 0.861, 0.77], [0.139, 0.773, 0.432, 0.784]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 357, "edu_l1_label": "IOS"}, {"txt": "4.2 Datasets and Experimental Setup", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15700000, "bbox": [[0.139, 0.805, 0.167, 0.82], [0.189, 0.805, 0.513, 0.82]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 1, "global_sentence_id": 358, "edu_l1_label": "IOS"}, {"txt": "In our experiments, we employed the Adam optimizer [9].Additionally, we evaluated the performance of the proposed ALLE algorithm using a range of well-established datasets.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15800000, "bbox": [[0.139, 0.83, 0.861, 0.841], [0.139, 0.844, 0.621, 0.855]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 359, "edu_l1_label": "IOS"}, {"txt": "These datasets, encompassing both synthetic and real-world data, are widely recognized in the dimensionality reduction literature and serve as standard benchmarks for algorithm evaluation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15800000, "bbox": [[0.621, 0.844, 0.861, 0.855], [0.139, 0.857, 0.861, 0.869], [0.139, 0.871, 0.448, 0.883]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 360, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15900000, "bbox": [[0.492, 0.957, 0.507, 0.967]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 361, "edu_l1_label": "EDU_O"}, {"txt": "table", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 15900000, "bbox": [[0.178, 0.068, 0.819, 0.26]]}]}, "tags": ["table"], "label": "table", "web_segment_id": 2, "global_sentence_id": 362, "edu_l1_label": "EDU_O"}, {"txt": "Table 1: Comparison of Standard LLE, ISO LLE and ALLE on various datasets based on Trustworthy and Continuity metrics.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16000000, "bbox": [[0.134, 0.268, 0.863, 0.298]]}]}, "tags": ["table_caption"], "label": "table_title", 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{"txt": "It consists of points uniformly sampled from a two-dimensional manifold embedded in three-dimensional space.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16600000, "bbox": [[0.774, 0.646, 0.861, 0.657], [0.139, 0.66, 0.777, 0.671]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 371, "edu_l1_label": "IOS"}, {"txt": "The dataset is challenging because it requires the algorithm to unfold the non-linear manifold into a lower-dimensional space while preserving its intrinsic structure.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16600000, "bbox": [[0.777, 0.66, 0.861, 0.671], [0.139, 0.674, 0.861, 0.685], [0.139, 0.688, 0.434, 0.699]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 372, "edu_l1_label": "IOS"}, {"txt": "4.2.3 Olivetti Faces", "language": "english", "position": 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Furthermore, the proposed algorithm enhances classifcation accuracy when evaluated using the Support Vector Classifer (SVC) algorithm, as detailed in Table 2. Notably, while the KNN score for standard LLE shows slightly better results, this can be attributed to the simpler geometric structure of its output, which relies purely on Euclidean distance.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18100000, "bbox": [[0.137, 0.85, 0.867, 0.904]]}]}, "tags": ["figure_caption"], "label": "content", "web_segment_id": 7, "global_sentence_id": 399, "edu_l1_label": "IOS"}, {"txt": "Similarly, Fig.6c and Fig.6d underscore the advantages of leveraging a learned adaptive metric for", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18200000, "bbox": [[0.158, 0.907, 0.863, 0.922]]}]}, "tags": ["figure_caption"], "label": "content", "web_segment_id": 11, "global_sentence_id": 400, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 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and “9” in the MNIST dataset are more distinctly represented.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18300000, "bbox": [[0.278, 0.09, 0.861, 0.101], [0.139, 0.103, 0.632, 0.115]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 404, "edu_l1_label": "IOS"}, {"txt": "Table 2 further corroborates theseobservations, demonstrating improved silhouette scores under the ALLE algorithm.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18300000, "bbox": [[0.632, 0.103, 0.861, 0.115], [0.139, 0.117, 0.682, 0.129]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 405, "edu_l1_label": "IOS"}, {"txt": "Additionally, classifcation accuracy using the SVC algorithm is notably enhanced for both the standard MNIST dataset and the reduced MNIST dataset with 10 classes.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18300000, "bbox": [[0.682, 0.117, 0.861, 0.129], [0.139, 0.131, 0.861, 0.142], [0.139, 0.145, 0.348, 0.156]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 406, "edu_l1_label": "IOS"}, {"txt": "As shown in Table 1, the continuity and trustworthiness of the Swiss roll and scaled Swiss roll datasets have shown slight improvement.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18400000, "bbox": [[0.163, 0.159, 0.861, 0.17], [0.139, 0.173, 0.315, 0.184]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 407, "edu_l1_label": "IOS"}, {"txt": "The results indicate that the visualization of ALLE is indistinguishable from that of standard LLE on this dataset.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18400000, "bbox": [[0.315, 0.173, 0.861, 0.184], [0.139, 0.186, 0.356, 0.198]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 408, "edu_l1_label": "IOS"}, {"txt": "This outcome can be attributed to the sufciency of the Euclidean distance in the linear reconstruction process for this dataset, rendering the metric modifcations inconsequential.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18400000, "bbox": [[0.356, 0.186, 0.861, 0.198], [0.139, 0.2, 0.822, 0.212]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 409, "edu_l1_label": "IOS"}, {"txt": "Interestingly, while standard LLE achieves better continuity scores for specifc datasets, this outcome can be attributed to the bending of the topological space by ALLE.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18500000, "bbox": 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"english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18600000, "bbox": [[0.163, 0.269, 0.861, 0.281], [0.139, 0.283, 0.861, 0.295], [0.139, 0.297, 0.426, 0.308]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 412, "edu_l1_label": "IOS"}, {"txt": "4.4Conclusion and Future Work", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18700000, "bbox": [[0.139, 0.329, 0.468, 0.345]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 6, "global_sentence_id": 413, "edu_l1_label": "IOS"}, {"txt": "To wrap up, the ALLE algorithm has shown clear advantages over the standard LLE approach.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18800000, "bbox": [[0.139, 0.354, 0.776, 0.366]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 414, "edu_l1_label": "IOS"}, {"txt": "It preserves neighborhood structures more efectively, creates higher-quality low-dimensional embeddings, and improves classifcation accuracy.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18800000, "bbox": [[0.776, 0.354, 0.861, 0.366], [0.139, 0.368, 0.861, 0.379], [0.139, 0.382, 0.286, 0.393]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 415, "edu_l1_label": "IOS"}, {"txt": "By adapting the metric to stretch and compress the data, ALLE opens new possibilities for analyzing and visualizing complex datasets.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18800000, "bbox": [[0.286, 0.382, 0.861, 0.393], [0.139, 0.396, 0.456, 0.407]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 416, "edu_l1_label": "IOS"}, {"txt": "However, some trade-ofs, such as slightly lower continuity scores in certain cases, provide areas for further refnement.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18800000, "bbox": [[0.456, 0.396, 0.861, 0.407], [0.139, 0.41, 0.532, 0.421]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 417, "edu_l1_label": "IOS"}, {"txt": "Looking ahead, there are exciting opportunities to build on this work.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18900000, "bbox": [[0.163, 0.423, 0.615, 0.435]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 418, "edu_l1_label": "IOS"}, {"txt": "Future eforts could focus on improving the optimization process for the adaptive metric to strike an even better balance between trustworthiness and continuity.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18900000, "bbox": [[0.615, 0.423, 0.861, 0.435], [0.139, 0.437, 0.861, 0.449], [0.139, 0.451, 0.236, 0.462]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 419, "edu_l1_label": "IOS"}, {"txt": "Scaling the algorithm for larger datasets and integrating it with deep learning frameworks could make it even more powerful and versatile.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18900000, "bbox": [[0.236, 0.451, 0.861, 0.462], [0.139, 0.465, 0.414, 0.476]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 420, "edu_l1_label": "IOS"}, {"txt": "Exploring real-time applications where the adaptive metric evolves dynamically with the data is another promising avenue.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18900000, "bbox": [[0.414, 0.465, 0.861, 0.476], [0.139, 0.479, 0.508, 0.49]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 421, "edu_l1_label": "IOS"}, {"txt": "These steps will help solidify ALLE as a method for dimensionality reduction and visualization in increasingly complex data scenarios.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18900000, "bbox": [[0.508, 0.479, 0.861, 0.49], [0.139, 0.493, 0.68, 0.504]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 422, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19000000, "bbox": [[0.492, 0.956, 0.509, 0.968]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 423, "edu_l1_label": "EDU_O"}, {"txt": "AProofs and Derivations", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19100000, "bbox": [[0.139, 0.074, 0.451, 0.092]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 5, "global_sentence_id": 424, "edu_l1_label": "BOS"}, {"txt": "A.1 Metric Optimization", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19200000, "bbox": [[0.139, 0.109, 0.173, 0.124], [0.195, 0.109, 0.392, 0.124]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 3, "global_sentence_id": 425, "edu_l1_label": "IOS"}, {"txt": "Here, we provide the detailed derivation of the objective function for metric learning.Starting from the objective function:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19300000, "bbox": [[0.139, 0.134, 0.861, 0.145], [0.139, 0.148, 0.261, 0.159]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 426, "edu_l1_label": "IOS"}, {"txt": "E ( \\mathbf { M } ) = \\sum _ { i = 1 } ^ { N } \\left\\| \\mathbf { x } _ { i } - \\sum _ { j \\in \\mathcal { N } ( i ) } \\mathbf { \\tilde { w } } _ { i j } \\mathbf { x } _ { j } \\right\\| _ { \\mathbf { M } } ^ { 2 } ,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19400000, "bbox": [[0.376, 0.156, 0.618, 0.202]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 25, "global_sentence_id": 427, "edu_l1_label": "IOS"}, {"txt": "expanding this, we have:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19500000, "bbox": [[0.139, 0.206, 0.301, 0.218]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 428, "edu_l1_label": "IOS"}, {"txt": "E ( \\mathbf { M } ) = \\sum _ { i = 1 } ^ { N } \\left( \\mathbf { x } _ { i } - \\sum _ { j \\in \\mathcal { N } ( i ) } \\mathbf { \\tilde { w } } _ { i j } \\mathbf { x } _ { j } \\right) ^ { T } \\mathbf { M } ( \\mathbf { x } _ { i } - \\sum _ { j \\in \\mathcal { N } ( i ) } \\mathbf { \\tilde { w } } _ { i j } \\mathbf { x } _ { j } ) .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19600000, "bbox": [[0.313, 0.222, 0.685, 0.262]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 23, "global_sentence_id": 429, "edu_l1_label": "IOS"}, {"txt": "Defning ri = xi −Pj∈N (i) w˜ijxj, we substitute to get:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19700000, "bbox": [[0.139, 0.271, 0.505, 0.282]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 430, "edu_l1_label": "IOS"}, {"txt": "E ( \\mathbf { M } ) = \\sum _ { i = 1 } ^ { N } \\mathbf { r } _ { i } ^ { T } \\mathbf { M } \\mathbf { r } _ { i } ,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19800000, "bbox": [[0.426, 0.288, 0.565, 0.327]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 26, "global_sentence_id": 431, "edu_l1_label": "IOS"}, {"txt": "Then, diferentiating E(M) with respect to M gives:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19900000, "bbox": [[0.163, 0.336, 0.511, 0.347]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 432, "edu_l1_label": "IOS"}, {"txt": "\\frac { \\partial E ( \\mathbf { M } ) } { \\partial \\mathbf { M } } = \\sum _ { i = 1 } ^ { N } \\mathbf { r } _ { i } \\mathbf { r } _ { i } ^ { T } .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20000000, "bbox": [[0.431, 0.352, 0.565, 0.388]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 24, "global_sentence_id": 433, "edu_l1_label": "IOS"}, {"txt": "This result allows us to update M(t+1) using gradient descent:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20100000, "bbox": [[0.139, 0.4, 0.551, 0.412]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 9, "global_sentence_id": 434, "edu_l1_label": "IOS"}, {"txt": "\\mathbf { M } ^ { ( t + 1 ) } = \\mathbf { M } ^ { ( t ) } - \\eta \\sum _ { i = 1 } ^ { N } \\mathbf { r } _ { i } \\mathbf { r } _ { i } ^ { T } .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20200000, "bbox": [[0.4, 0.415, 0.591, 0.454]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 28, "global_sentence_id": 435, "edu_l1_label": "IOS"}, {"txt": "A.2 Linear Embedding", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20300000, "bbox": [[0.139, 0.473, 0.173, 0.488], [0.195, 0.473, 0.372, 0.488]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 2, "global_sentence_id": 436, "edu_l1_label": "IOS"}, {"txt": "The linear embedding optimization problem is formulated as:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20400000, "bbox": [[0.139, 0.498, 0.543, 0.509]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 437, "edu_l1_label": "IOS"}, {"txt": "\\operatorname* { m i n } _ { \\mathbf { Y } } \\sum _ { i = 1 } ^ { N } \\left\\| \\mathbf { y } _ { i } = \\sum _ { j \\in \\mathcal { N } ( i ) } \\mathbf { \\tilde { w } } _ { i j } \\mathbf { y } _ { j } \\right\\| _ { 2 } ^ { 2 } ,", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20500000, "bbox": [[0.396, 0.514, 0.596, 0.561]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 32, "global_sentence_id": 438, "edu_l1_label": "IOS"}, {"txt": "with the constraints:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20600000, "bbox": [[0.139, 0.567, 0.275, 0.579]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 439, "edu_l1_label": "IOS"}, {"txt": "\\frac { 1 } { n } \\sum _ { i = 1 } ^ { n } { { \\bf { y } } _ { i } { \\bf { y } } _ { i } ^ { T } } = { \\bf { I } } , \\quad \\sum _ { i = 1 } ^ { n } { { { \\bf { y } } _ { i } } } = { \\bf { 0 } } .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20700000, "bbox": [[0.396, 0.572, 0.598, 0.61]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 29, "global_sentence_id": 440, "edu_l1_label": "IOS"}, {"txt": "Expanding the objective function, we have:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 20800000, "bbox": [[0.163, 0.614, 0.448, 0.625]]}]}, "tags": ["text"], "label": "content", 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"min tr (YT(I - W)”(I - W)Y)", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21100000, "bbox": [[0.385, 0.688, 0.609, 0.71]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 22, "global_sentence_id": 444, "edu_l1_label": "IOS"}, {"txt": "Defning MW = (I −W)T (I −W), we can simplify to:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21200000, "bbox": [[0.139, 0.717, 0.502, 0.728]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 16, "global_sentence_id": 445, "edu_l1_label": "IOS"}, {"txt": "To solve this using Lagrange multipliers, defne the Lagrangian:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21300000, "bbox": [[0.163, 0.765, 0.583, 0.777]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 446, "edu_l1_label": "IOS"}, {"txt": "L ( { \\bf Y } , \\Lambda ) = \\mathrm { t r } ( { \\bf Y } ^ { T } { \\bf M } _ { W } { \\bf Y } ) - \\mathrm { t r } \\left( \\Lambda \\left( \\frac { 1 } { n } { \\bf Y } ^ { T } { \\bf Y } - { \\bf I } \\right) \\right) .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21400000, "bbox": [[0.325, 0.781, 0.667, 0.81]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 30, "global_sentence_id": 447, "edu_l1_label": "IOS"}, {"txt": "Taking the derivative with respect to Y:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21500000, "bbox": [[0.139, 0.819, 0.406, 0.83]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 448, "edu_l1_label": "IOS"}, {"txt": "\\frac { \\partial L } { \\partial { \\bf Y } } = 2 { \\bf M } _ { W } { \\bf Y } - 2 \\frac { 1 } { n } { \\bf Y } \\Lambda = 0 .", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21600000, "bbox": [[0.396, 0.833, 0.596, 0.862]]}]}, "tags": ["equation"], "label": "formula", "web_segment_id": 31, "global_sentence_id": 449, "edu_l1_label": "IOS"}, {"txt": "This leads to an eigenvalue problem:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21700000, "bbox": [[0.139, 0.868, 0.38, 0.879]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 450, "edu_l1_label": "IOS"}, {"txt": "MWY=", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21800000, "bbox": [[0.448, 0.885, 0.5, 0.898]]}]}, "tags": ["text"], "label": "formula", "web_segment_id": 19, "global_sentence_id": 451, "edu_l1_label": "IOS"}, {"txt": "or equivalently:", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 21900000, 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[{"page_number": 0, "shape": [1650, 1275], "position_id": 22300000, "bbox": [[0.146, 0.108, 0.399, 0.119]]}]}, "tags": ["text"], "label": "reference", "web_segment_id": 0, "global_sentence_id": 459, "edu_l1_label": "EDU_O"}, {"txt": "Laplacian eigenmaps for dimensionality reduction and data representation.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 22300000, "bbox": [[0.399, 0.108, 0.861, 0.119], [0.171, 0.122, 0.214, 0.133]]}]}, "tags": ["text"], "label": "reference", "web_segment_id": 0, "global_sentence_id": 460, "edu_l1_label": "EDU_O"}, {"txt": "Neural computation, 15(6):1373–1396, 2003.", "language": "english", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 22300000, "bbox": [[0.214, 0.122, 0.509, 0.133]]}]}, "tags": ["text"], "label": "reference", "web_segment_id": 0, "global_sentence_id": 461, "edu_l1_label": "EDU_O"}, {"txt": "[2] Christopher M. 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# Adaptive Locally Linear Embedding ## 1Introduction ### 1.1 Motivation ### 1.2Topological Space and Neighborhoods ### 1.3The Metric Topology ### 1.4Innovation: Need for a Flexible Metric ### 1.5Manifold Perspective ## 2Related Work ## 3The proposed method ### 3.1Notations and defnitions ### 3.2Problem Formulation ### 3.3Initialization #### 3.3.1Find Nearest Neighbors #### 3.3.2Initialize Metric ### 3.4Optimization Problem #### 3.4.1Reconstruction #### 3.4.2 Metric Optimization #### 3.4.3 Linear Embedding ### 3.5Dimension-Reduced Data ### 3.6Theoretical Guarantee: Ensuring Positive Semi-Defniteness of M ## 4Experimental results ### 4.1Evaluation Metrics #### 4.1.1Neighborhood Preservation ##### • Trustworthiness quantifes how many of the original nearest neighbors in high-dimensional space areretained as neighbors in the low-dimensional space. ##### • Continuity evaluates how well the low-dimensional neighbors are true neighbors in the original space.Continuity is computed as: #### 4.1.2Silhouette Score #### 4.1.3Accuracy Score ### 4.2 Datasets and Experimental Setup #### 4.2.1 MNIST #### 4.2.2Swiss Roll #### 4.2.3 Olivetti Faces ### 4.3 Compare Results ### 4.4Conclusion and Future Work ## AProofs and Derivations ### A.1 Metric Optimization ### A.2 Linear Embedding
466f107e-7e4e-44b8-be81-2d99fd1be05a
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https://mp.weixin.qq.com/s/o-xaWZL4WokqnMztRAdMag
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"edu_l1_label": "IOS"}, {"txt": "这个行业地图应标出组成整个市场的各个细分市场，并列出每个细分市场的领先者。", "language": "chinese", "position": {"atoms": [{"position_id": 776, "txt": "这个行业地图应标出组成整个市场的各个细分市场，并列出每个细分市场的领先者。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[9]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "第二个步骤，是针对每个细分市场判断在位企业是否受到进入壁垒的保护。", "language": "chinese", "position": {"atoms": [{"position_id": 778, "txt": "第二个步骤", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]/strong"}, {"position_id": 780, "txt": "，是针对每个细分市场判断在位企业是否受到进入壁垒的保护。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[10]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 56, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "判断是否存在进入壁垒或竞争优势有两个明显的指标。", "language": "chinese", "position": {"atoms": [{"position_id": 782, "txt": "判断是否存在进入壁垒或竞争优势有两个明显的指标。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "1）企业间市场份额的稳定", "language": "chinese", "position": {"atoms": [{"position_id": 784, "txt": "1）企业间市场份额的稳定", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]/strong"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 58, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "如果企业之间总是存在相互从对方那里夺得市场份额的现象，那么它们都不太可能享受到竞争优势的保护。", "language": "chinese", "position": {"atoms": [{"position_id": 786, "txt": "如果企业之间总是存在相互从对方那里夺得市场份额的现象，那么它们都不太可能享受到竞争优势的保护。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "相反，如果每个企业都长时间地保有自己的市场份额，那么应该是竞争优势在保护它们各自的市场地位。", "language": "chinese", "position": {"atoms": [{"position_id": 787, "txt": "相反，如果每个企业都长时间地保有自己的市场份额，那么应该是竞争优势在保护它们各自的市场地位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "企业在市场里相对地位的稳定性也是一个重要方面。", "language": "chinese", "position": {"atoms": [{"position_id": 789, "txt": "企业在市场里相对地位的稳定性也是一个重要方面。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "这方面的关键指标是占支配地位的企业在细分市场的历史状况。", "language": "chinese", "position": {"atoms": [{"position_id": 790, "txt": "这方面的关键指标是占支配地位的企业在细分市场的历史状况。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "如果占支配地位的企业在相当长的时间里保持其领先地位，那么这一事实表明竞争优势存在。", "language": "chinese", "position": {"atoms": [{"position_id": 791, "txt": "如果占支配地位的企业在相当长的时间里保持其领先地位，那么这一事实表明竞争优势存在。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "另外，如果无法确定谁是主导细分市场的企业，或者占据第一位的企业经常变化，那么就可能没有任何一家企业享有可持续的竞争优势。", "language": "chinese", "position": {"atoms": [{"position_id": 792, "txt": "另外，如果无法确定谁是主导细分市场的企业，或者占据第一位的企业经常变化，那么就可能没有任何一家企业享有可持续的竞争优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "企业进入和退出某个细分市场的历史状况也是一个有用的线索。", "language": "chinese", "position": {"atoms": [{"position_id": 794, "txt": "企业进入和退出某个细分市场的历史状况也是一个有用的线索。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "企业进入和退出越频繁，留在细分市场的企业的相对地位变动越剧烈，市场里的竞争对手越多，就越不可能存在进入壁垒和竞争优势。", "language": "chinese", "position": {"atoms": [{"position_id": 795, "txt": "企业进入和退出越频繁，留在细分市场的企业的相对地位变动越剧烈，市场里的竞争对手越多，就越不可能存在进入壁垒和竞争优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "相反，细分市场内企业越少、越稳定，在位企业就越可能享受进入壁垒的保护并从竞争优势中获益。", "language": "chinese", "position": {"atoms": [{"position_id": 796, "txt": "相反，细分市场内企业越少、越稳定，在位企业就越可能享受进入壁垒的保护并从竞争优势中获益。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "2）细分市场里企业的盈利情况", "language": "chinese", "position": {"atoms": [{"position_id": 798, "txt": "2）细分市场里企业的盈利情况", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[16]/strong"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 62, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "在缺乏竞争优势的细分市场里，新进入者的到来会使在位企业失去超出资本成本的回报。", "language": "chinese", "position": {"atoms": [{"position_id": 800, "txt": "在缺乏竞争优势的细分市场里，新进入者的到来会使在位企业失去超出资本成本的回报。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "如果一个市场里的企业能够维持显著超过其资本成本的回报率，那么大概率这些企业会从进入壁垒和竞争优势获益。", "language": "chinese", "position": {"atoms": [{"position_id": 801, "txt": "如果一个市场里的企业能够维持显著超过其资本成本的回报率，那么大概率这些企业会从进入壁垒和竞争优势获益。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "衡量盈利能力的方法有很多种，能够跨行业进行比较的指标是净资产收益率或投入资本回报率。", "language": "chinese", "position": {"atoms": [{"position_id": 803, "txt": "衡量盈利能力的方法有很多种，能够跨行业进行比较的指标是净资产收益率或投入资本回报率。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "如果在10年或更长的时间里，税后投入资本回报率平均为15%～25%，相当于在税率35%情况下23%～38%的税前投入资本回报率，那么这是竞争优势存在的清晰证明。", "language": "chinese", "position": {"atoms": [{"position_id": 805, "txt": "如果在10年或更长的时间里，税后投入资本回报率平均为15%～25%，相当于在税率35%情况下23%～38%的税前投入资本回报率，那么这是竞争优势存在的清晰证明。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "假如税后投入资本回报率只有6%～8%，那么基本表明竞争优势并不存在。", "language": "chinese", "position": {"atoms": [{"position_id": 806, "txt": "假如税后投入资本回报率只有6%～8%，那么基本表明竞争优势并不存在。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "如果市场份额稳定性和盈利情况的分析结果是一致的，那么对于竞争优势是否存在的判断就比较准确了。", "language": "chinese", "position": {"atoms": [{"position_id": 808, "txt": "如果市场份额稳定性和盈利情况的分析结果是一致的，那么对于竞争优势是否存在的判断就比较准确了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "例如，安然在盈利情况最好的年份（即2000年）回报率仅为6%，而且这个低得可怜的回报率还需要通过会计操纵才能实现。", "language": "chinese", "position": {"atoms": [{"position_id": 810, "txt": "例如，安然在盈利情况最好的年份（即2000年）回报率仅为6%，而且这个低得可怜的回报率还需要通过会计操纵才能实现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "这个业绩本应该招来对该企业声称业务拥有竞争优势的质疑。", "language": "chinese", "position": {"atoms": [{"position_id": 811, "txt": "这个业绩本应该招来对该企业声称业务拥有竞争优势的质疑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "第三个步骤，是识别和确认竞争优势的可能来源。", "language": "chinese", "position": {"atoms": [{"position_id": 813, "txt": "第三个步骤，是识别和确认竞争优势的可能来源。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 68, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "行业里占支配地位的企业是受益于专有技术、其他成本优势，还是由于消费者习惯、转换成本或搜寻成本高而享有客户锁定？", "language": "chinese", "position": {"atoms": [{"position_id": 815, "txt": "行业里占支配地位的企业是受益于专有技术、其他成本优势，还是由于消费者习惯、转换成本或搜寻成本高而享有客户锁定？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "企业运营是否享有明显的规模经济效益，并与一定程度的客户锁定有机结合？", "language": "chinese", "position": {"atoms": [{"position_id": 817, "txt": "企业运营是否享有明显的规模经济效益，并与一定程度的客户锁定有机结合？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "如果上述情况都不存在，那么在位企业是否由于许可证、补贴、管制或其他政府干预措施获利？", "language": "chinese", "position": {"atoms": [{"position_id": 819, "txt": "如果上述情况都不存在，那么在位企业是否由于许可证、补贴、管制或其他政府干预措施获利？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "02", "language": "chinese", "position": {"atoms": [{"position_id": 821, "txt": "02", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 72, "global_sentence_id": 51, "edu_l1_label": "BOS"}, {"txt": "苹果案例解析", "language": "chinese", "position": {"atoms": [{"position_id": 823, "txt": "苹果案例解析", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 73, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "现在我们应用前述步骤来考察苹果。", "language": "chinese", "position": {"atoms": [{"position_id": 825, "txt": "现在我们应用前述步骤来考察苹果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "我们将回顾该企业的历史并预测其未来。", "language": "chinese", "position": {"atoms": [{"position_id": 827, "txt": "我们将回顾该企业的历史并预测其未来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "过去，苹果选择了全面出击的战略，几乎涉足个人计算机行业中每个重要的细分市场。", "language": "chinese", "position": {"atoms": [{"position_id": 828, "txt": "过去，苹果选择了全面出击的战略，几乎涉足个人计算机行业中每个重要的细分市场。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "（本文分析的是苹果公司电脑业务的竞争优势，与手机业务无关。", "language": "chinese", "position": {"atoms": [{"position_id": 830, "txt": "（本文分析的是苹果公司电脑业务的竞争优势，与手机业务无关。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "）", "language": "chinese", "position": {"atoms": [{"position_id": 831, "txt": "）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "第一步，制作行业地图，个人计算机行业分为六个部分，如图。", "language": "chinese", "position": {"atoms": [{"position_id": 833, "txt": "第一步，制作行业地图", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/strong/span"}, {"position_id": 835, "txt": "，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/strong"}, {"position_id": 837, "txt": "个人计算机行业分", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span[1]"}, {"position_id": 839, "txt": "为六个部分，如图", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span[2]"}, {"position_id": 841, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span[3]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 77, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/rrO1kQE1L254lFh39U0du.png", "language": "chinese", "position": {"atoms": [{"position_id": 153, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/rrO1kQE1L254lFh39U0du.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 78, "global_sentence_id": 59, "edu_l1_label": "EDU_O"}, {"txt": "个人计算机由各种部件组成，其中CPU，是个人计算机的核心，是最为重要的。", "language": "chinese", "position": {"atoms": [{"position_id": 843, "txt": "个人计算机由各种部件组成，其中CPU，是个人计算机的核心，是最为重要的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[29]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "领先的CPU制造商包括英特尔、摩托罗拉、IBM和AMD。", "language": "chinese", "position": {"atoms": [{"position_id": 845, "txt": "领先的CPU制造商包括英特尔、摩托罗拉、IBM和AMD。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[29]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "除此之外的组件包括键盘、电源、主板/显卡、硬盘、内存、显示器、扬声器等。", "language": "chinese", "position": {"atoms": [{"position_id": 847, "txt": "除此之外的组件包括键盘、电源、主板/显卡、硬盘、内存、显示器、扬声器等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "戴尔、IBM、惠普、康柏（于2002年与惠普合并）及其他计算机制造商将这些部件组装成个人计算机。", "language": "chinese", "position": {"atoms": [{"position_id": 849, "txt": "戴尔、IBM、惠普、康柏（于2002年与惠普合并）及其他计算机制造商将这些部件组装成个人计算机。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "它们还在计算机里安装操作系统（如微软的Windows操作系统），以及一些应用软件。", "language": "chinese", "position": {"atoms": [{"position_id": 851, "txt": "它们还在计算机里安装操作系统（如微软的Windows操作系统），以及一些应用软件。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "现在的计算机客户几乎毫无例外地会通过AOL、Earthlink、MSN、时代华纳或本地电信企业提供的网络服务将机器连接到互联网。", "language": "chinese", "position": {"atoms": [{"position_id": 853, "txt": "现在的计算机客户几乎毫无例外地会通过AOL、Earthlink、MSN、时代华纳或本地电信企业提供的网络服务将机器连接到互联网。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "广义来看，雅虎、谷歌和其他互联网网站也属于网络细分市场的范畴。", "language": "chinese", "position": {"atoms": [{"position_id": 855, "txt": "广义来看，雅虎、谷歌和其他互联网网站也属于网络细分市场的范畴。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "接下来的图中，列出行业地图里每个细分市场的竞争者，并根据市场份额排名，将占领先地位的企业放在最前面。", "language": "chinese", "position": {"atoms": [{"position_id": 857, "txt": "接下来的图中，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[33]"}, {"position_id": 859, "txt": "列出行业地图里每个细分市场的竞争者，并根据市场份额排名，将占领先地位的企业放在最前面。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[33]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 83, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4a2V4w2LuCgz3PyXW341ydQp.png", "language": "chinese", "position": {"atoms": [{"position_id": 172, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4a2V4w2LuCgz3PyXW341ydQp.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[34]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 84, "global_sentence_id": 68, "edu_l1_label": "EDU_O"}, {"txt": "就CPU细分市场而言，英特尔显然是龙头，其次是AMD、IBM、摩托罗拉，后者是苹果推出Mac个人计算机时的主要CPU供应商，后来IBM加入一起合作。", "language": "chinese", "position": {"atoms": [{"position_id": 861, "txt": "就CPU细分市场而言，英特尔显然是龙头，其次是AMD、IBM、摩托罗拉，后者是苹果推出Mac个人计算机时的主要CPU供应商，后来IBM加入一起合作。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "计算机（硬件）制造商包括戴尔、惠普、康柏、IBM、捷威、东芝等。", "language": "chinese", "position": {"atoms": [{"position_id": 863, "txt": "计算机（硬件）制造商包括戴尔、惠普、康柏、IBM、捷威、东芝等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[36]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "当然，还有苹果。", "language": "chinese", "position": {"atoms": [{"position_id": 864, "txt": "当然，还有苹果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[36]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "在CPU细分市场里只有四家企业，而在个人计算机制造细分市场中有很多家企业，并且书里列出的名单可能还不全，也看不出来明显占支配地位的企业是哪家。", "language": "chinese", "position": {"atoms": [{"position_id": 866, "txt": "在CPU细分市场里只有四家企业，而在个人计算机制造细分市场中有很多家企业，并且书里列出的名单可能还不全，也看不出来明显占支配地位的企业是哪家。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[37]/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "在系统软件细分市场里，微软是龙头，其他企业如苹果、IBM（开发了OS/2系统，曾经是潜在竞争者）和Linux在规模上都要小很多。", "language": "chinese", "position": {"atoms": [{"position_id": 868, "txt": "在系统软件细分市场里，微软是龙头，其他企业如苹果、IBM（开发了OS/2系统，曾经是潜在竞争者）和Linux在规模上都要小很多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "有两家企业（IBM和苹果）同时也是个人计算机制造商，但是微软既不生产CPU，也不从事制造个人计算机的生意。", "language": "chinese", "position": {"atoms": [{"position_id": 869, "txt": "有两家企业（IBM和苹果）同时也是个人计算机制造商，但是微软既不生产CPU，也不从事制造个人计算机的生意。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "对于企业同时出现在多个细分市场的情况，只要其不是龙头，都先单独分析每个细分市场。", "language": "chinese", "position": {"atoms": [{"position_id": 870, "txt": "对于企业同时出现在多个细分市场的情况，只要其不是龙头，都先单独分析每个细分市场。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "微软也是应用软件细分市场里的主导企业。", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "微软也是应用软件细分市场里的主导企业。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "无论是销售额还是用户规模，微软的一系列办公软件和网络浏览器都在各自品类名列第一。", "language": "chinese", "position": {"atoms": [{"position_id": 873, "txt": "无论是销售额还是用户规模，微软的一系列办公软件和网络浏览器都在各自品类名列第一。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "其他有知名度的企业，包括财务软件领域的Intuit、图像处理与排版软件领域的Adobe、建筑设计软件领域的AutoDesk，都没有在其他细分市场出现，所以需要决定要不要合并处理这两个细分市场。", "language": "chinese", "position": {"atoms": [{"position_id": 874, "txt": "其他有知名度的企业，包括财务软件领域的Intuit、图像处理与排版软件领域的Adobe、建筑设计软件领域的AutoDesk，都没有在其他细分市场出现，所以需要决定要不要合并处理这两个细分市场。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "通常比较好的方法是先将各个细分市场分开处理，然后再寻找它们之间的联系。", "language": "chinese", "position": {"atoms": [{"position_id": 876, "txt": "通常比较好的方法是", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[40]"}, {"position_id": 878, "txt": "先将各个细分市场分开处理，然后再寻找它们之间的联系。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[40]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 90, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "在网络细分市场，AOL是主导企业。", "language": "chinese", "position": {"atoms": [{"position_id": 880, "txt": "在网络细分市场，AOL是主导企业。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "在这个细分市场和其他细分市场里同时出现的企业是微软，它的MSN已经成为网络细分市场的有力竞争者。", "language": "chinese", "position": {"atoms": [{"position_id": 881, "txt": "在这个细分市场和其他细分市场里同时出现的企业是微软，它的MSN已经成为网络细分市场的有力竞争者。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "在上面的行业地图里，我们还忽略了其他部件细分市场。", "language": "chinese", "position": {"atoms": [{"position_id": 883, "txt": "在上面的行业地图里，我们还忽略了其他部件细分市场。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "这个市场产品种类众多，包括打印机、硬盘、内存、键盘等，同时每个都有大量竞争者，且横跨细分市场的企业很少，因此每个部件的细分市场都需要单独分析。", "language": "chinese", "position": {"atoms": [{"position_id": 884, "txt": "这个市场产品种类众多，包括打印机、硬盘、内存、键盘等，同时每个都有大量竞争者，且横跨细分市场的企业很少，因此每个部件的细分市场都需要单独分析。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "我们不能忽略的三个细分市场是CPU、软件和个人计算机制造。", "language": "chinese", "position": {"atoms": [{"position_id": 886, "txt": "我们不能忽略的三个细分市场是CPU、软件和个人计算机制造。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 93, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "第二步，竞争优势的检验与判定", "language": "chinese", 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"position": {"atoms": [{"position_id": 894, "txt": "在这30多年里，尽管许多代CPU处理器推陈出新，但英特尔一直处于主导地位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[45]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "20世纪80年代早期，摩托罗拉曾经是一个强有力的竞争者，但之后被英特尔抛在了后面。", "language": "chinese", "position": {"atoms": [{"position_id": 896, "txt": "20世纪80年代早期，摩托罗拉曾经是一个强有力的竞争者，但之后被英特尔抛在了后面。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "在此之后，英特尔的市场份额相当稳定，一直保持在90%上下。", "language": "chinese", "position": {"atoms": [{"position_id": 898, "txt": "在此之后，英特尔的市场份额相当稳定，一直保持在90%上下。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "有时AMD会夺取一些市场份额，但是英特尔总是能收复失地。", "language": "chinese", "position": {"atoms": [{"position_id": 900, "txt": "有时AMD会夺取一些市场份额，但是英特尔总是能收复失地。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "如此稳定的市场份额证明这个细分市场存在着明显的进入壁垒和竞争优势。", "language": "chinese", "position": {"atoms": [{"position_id": 902, "txt": "如此稳定的市场份额证明这个细分市场存在着明显的进入壁垒和竞争优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "英特尔一直以来的盈利能力也展现了这一点。", "language": "chinese", "position": {"atoms": [{"position_id": 904, "txt": "英特尔一直以来的盈利能力也展现了这一点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[47]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "除了20世纪80年代中期，英特尔放弃内存业务之前的短暂时期之外，英特尔的税后投入资本回报率一直超过30%。", "language": "chinese", "position": {"atoms": [{"position_id": 906, "txt": "除了20世纪80年代中期，英特尔放弃内存业务之前的短暂时期之外，英特尔的税后投入资本回报率一直超过30%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[47]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "没有成功的新进入者和英特尔在CPU细分市场的持续统治地位，都是强大在位企业竞争优势的表现。", "language": "chinese", "position": {"atoms": [{"position_id": 908, "txt": "没有成功的新进入者和英特尔在CPU细分市场的持续统治地位，都是强大在位企业竞争优势的表现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[48]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "英特尔竞争优势的来源（客户锁定、规模经济效益和一些专利保护）非常清晰。", "language": "chinese", "position": {"atoms": [{"position_id": 910, "txt": "英特尔竞争优势的来源（客户锁定、规模经济效益和一些专利保护）非常清晰。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[48]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "遗憾的是，在这场竞争里苹果始终是输家。", "language": "chinese", "position": {"atoms": [{"position_id": 912, "txt": "遗憾的是，在这场竞争里苹果始终是输家。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "苹果先在第一代Mac个人计算机的CPU上与摩托罗拉结盟，后来在PowerPC处理器上与摩托罗拉、IBM形成联盟。", "language": "chinese", "position": {"atoms": [{"position_id": 914, "txt": "苹果先在第一代Mac个人计算机的CPU上与摩托罗拉结盟，后来在PowerPC处理器上与摩托罗拉、IBM形成联盟。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[49]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "由于英特尔享有规模经济效益，它在CPU性能升级的步伐上拉开了和摩托罗拉的差距。", "language": "chinese", "position": {"atoms": [{"position_id": 916, "txt": "由于", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span[1]"}, {"position_id": 918, "txt": "英特尔享有规模经济效益，它在CPU性能升级的步伐上拉开了和摩托罗拉的差距。", "x": 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"txt": "相比之下，苹果–摩托罗拉–IBM联盟每一代CPU只能售出", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]/span[3]/span"}, {"position_id": 936, "txt": "1000万个", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]/span[4]/span/strong"}, {"position_id": 938, "txt": "，也就是平均每个CPU的研发费用为", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]/span[5]"}, {"position_id": 940, "txt": "100美元", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]/span[6]/span/strong"}, {"position_id": 942, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[51]/span[7]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 102, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "于是联盟面临两难选择：", "language": "chinese", "position": {"atoms": [{"position_id": 944, "txt": "于是联盟面临两难选择：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "削减研发费用（这几乎肯定会招致新技术竞争中的失败）或承担比英特尔更高的单位研发成本。", "language": "chinese", "position": {"atoms": [{"position_id": 946, "txt": "削减研发费用（这几乎肯定会招致新技术竞争中的失败）或承担比英特尔更高的单位研发成本。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "无论哪种情况，联盟都将身处劣势。", "language": "chinese", "position": {"atoms": [{"position_id": 948, "txt": "无论哪种情况，联盟都将身处劣势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "2）竞争优势的检验与判定：", "language": "chinese", "position": {"atoms": [{"position_id": 950, "txt": "2）竞争优势的检验与判定：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[52]/strong/span[1]"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 104, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "软件细分市场", "language": "chinese", "position": {"atoms": [{"position_id": 952, "txt": "软件细分市场", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[52]/strong/span[2]"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 104, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "略", "language": "chinese", "position": {"atoms": [{"position_id": 954, "txt": "略", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[53]"}]}, "tags": [], "label": "content", "web_segment_id": 105, "global_sentence_id": 109, "edu_l1_label": "EDU_O"}, {"txt": "3）竞争优势的检验与判定：", "language": "chinese", "position": {"atoms": [{"position_id": 956, "txt": "3）竞争优势的检验与判定：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[54]/strong"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 106, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "个人计算机制造细分市场", "language": "chinese", "position": {"atoms": [{"position_id": 957, "txt": "个人计算机制造细分市场", "x": 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{"atoms": [{"position_id": 969, "txt": "根据经验法则，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[57]"}, {"position_id": 971, "txt": "如果一只手数不过来一个行业里的顶尖企业，那么这个行业大概率不存在进入壁垒", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[57]/strong/span"}, {"position_id": 973, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[57]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 109, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "根据另一条经验法则，如果在5～8年内，平均市场份额变动超过5个百分点，那么就不存在进入壁垒；", "language": "chinese", "position": {"atoms": [{"position_id": 975, "txt": "根据另一条经验法则，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[58]/span[1]"}, {"position_id": 977, "txt": "如果在5～8年内，平均市场份额变动超过5个百分点，那么就不存在进入壁垒；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[58]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 110, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "如果低于2个百分点，那么说明进入壁垒非常强大。", 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"不过，苹果、戴尔、康柏和捷威可以让我们比较直接地看清它们各自在个人计算机制造业务上的盈利情况。", "language": "chinese", "position": {"atoms": [{"position_id": 984, "txt": "不过，苹果、戴尔、康柏和捷威可以让我们比较直接地看清它们各自在个人计算机制造业务上的盈利情况。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[59]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "有两种方法可以评估一个行业的盈利情况。", "language": "chinese", "position": {"atoms": [{"position_id": 986, "txt": "有两种方法可以评估一个行业的盈利情况。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[60]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 112, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "第一种方法是计算收益占收入的比例（毛利率），第二种方法是计算收益占投入资源的比例（净资产收益率）。", "language": "chinese", "position": {"atoms": [{"position_id": 988, "txt": "第一种方法是计算收益占收入的比例（毛利率），第二种方法是计算收益占投入资源的比例（", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[60]/span[2]"}, {"position_id": 990, "txt": "净资产收益率）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[60]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 112, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "对于我们可以得到相关数据的4家个人计算机制造商，其1991～2000年平均的经调整的营业利润率为5.8%。", "language": "chinese", "position": {"atoms": [{"position_id": 992, "txt": "对于我们可以得到相关数据的4家个人计算机制造商，其1991～2000年平均的经调整的营业利润率为5.8%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[61]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "戴尔经调整的营业利润率为8.0%，是4家企业里最高的；", "language": "chinese", "position": {"atoms": [{"position_id": 994, "txt": "戴尔经调整的营业利润率为8.0%，是4家企业里最高的；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[61]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "苹果只有2.2%，是最低的。", "language": "chinese", "position": {"atoms": [{"position_id": 996, "txt": "苹果只有2.2%，是最低的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[61]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "这些业务相对单一的个人计算机制造商营业利润率的差距相对较小。", "language": "chinese", "position": {"atoms": [{"position_id": 998, "txt": "这些业务相对单一的个人计算机制造商营业利润率的差距相对较小。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 114, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "营业利润率的接近，说明了该行业中不存在太强的竞争优势。", "language": "chinese", "position": {"atoms": [{"position_id": 1000, "txt": "营业利润率的接近，说明了该行业中不存在太强的竞争优势", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[62]/strong/span"}, {"position_id": 1002, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[62]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 114, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "与此同时，它们经调整的营业利润率也并不算高。", "language": "chinese", "position": {"atoms": [{"position_id": 1003, "txt": "与此同时，它们经调整的营业利润率也并不算高。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[62]/span"}]}, "tags": [], "label": "content", "web_segment_id": 114, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "很难在这个市场中看到有什么地方能够产生竞争优势。", "language": "chinese", "position": {"atoms": [{"position_id": 1005, "txt": "很难在这个市场中看到有什么地方能够产生竞争优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "客户锁定的程度很低，无论是个人客户还是机构，在更新换代的时候都只会在性能和价格方面进行权衡。", "language": "chinese", "position": {"atoms": [{"position_id": 1006, "txt": "客户锁定的程度很低，无论是个人客户还是机构，在更新换代的时候都只会在性能和价格方面进行权衡。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "唯一的例外是苹果的忠实客户，但是他们所占的市场份额时常呈现出下降之势。", "language": "chinese", "position": {"atoms": [{"position_id": 1008, "txt": "唯一的例外是苹果的忠实客户，但是他们所占的市场份额时常呈现出下降之势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "在这个细分市场并没有专有技术。", "language": "chinese", "position": {"atoms": [{"position_id": 1009, "txt": "在这个细分市场并没有专有技术。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "同样，除了苹果，所有其他的制造商都从同样的供应商那里购买部件。", "language": "chinese", "position": {"atoms": [{"position_id": 1010, "txt": "同样，除了苹果，所有其他的制造商都从同样的供应商那里购买部件。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "规模经济效益很难找到，至少从过去的经验来看如此。", "language": "chinese", "position": {"atoms": [{"position_id": 1012, "txt": "规模经济效益很难找到，至少从过去的经验来看如此。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 117, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "固定成本只占总成本很小的一部分，生产设施也很分散，这意味着大规模的制造商并不享有优势。", "language": "chinese", "position": {"atoms": [{"position_id": 1014, "txt": "固定成本只占总成本很小的一部分，生产设施也很分散，这意味着大规模的制造商并不享有优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 117, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "（在评估竞争优势的第二步骤中，发现苹果电脑业务不具备优势，因此没有走到第三步骤，下面总结）", "language": "chinese", "position": {"atoms": [{"position_id": 1016, "txt": "（在评估竞争优势的第二步骤中，发现苹果电脑业务不具备优势，因此没有走到第三步骤，下面总结）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 118, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "总结，苹果的总体竞争态势", "language": "chinese", "position": {"atoms": [{"position_id": 1018, "txt": "总结，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[65]/strong"}, {"position_id": 1020, "txt": "苹果的总体竞争态势", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[65]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 119, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "苹果在一个与其竞争对手“公平竞赛”的细分市场（个人计算机制造）中运营。", "language": "chinese", "position": {"atoms": [{"position_id": 1022, "txt": "苹果在一个与其竞争对手“公平竞赛”的细分市场（个人计算机制造）中运营。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[66]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "该企业将这个业务与另外两个它明显处于劣势的细分市场——CPU和软件，结合在一起。", "language": "chinese", "position": {"atoms": [{"position_id": 1024, "txt": "该企业将这个业务与另外两个它明显处于劣势的细分市场——CPU和软件，结合在一起。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[66]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "由于这种业务上的结合，苹果就像是两个脚踝各绑着一块水泥去参加比赛的优秀游泳选手。", "language": "chinese", "position": {"atoms": [{"position_id": 1026, "txt": "由于这种业务上的结合，苹果就像是两个脚踝各绑着一块水泥去参加比赛的优秀游泳选手。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[66]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "无论史蒂夫·乔布斯在苹果的运营上多么才华横溢，这场竞赛的结局都是不可避免的：", "language": "chinese", "position": {"atoms": [{"position_id": 1028, "txt": "无论史蒂夫·乔布斯在苹果的运营上多么才华横溢，这场竞赛的结局都是不可避免的：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[66]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "苹果不太可能成为赢家。", "language": "chinese", "position": {"atoms": [{"position_id": 1030, "txt": "苹果不太可能成为赢家。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[66]/span[5]"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "在20世纪90年代苹果管理层制定了复杂而庞大的产品结构体系，但由于太复杂以至于没有什么实际用处，苹果四处出击却一无所获。", "language": "chinese", "position": {"atoms": [{"position_id": 1032, "txt": "在20世纪90年代苹果管理层制定了复杂而庞大的产品结构体系，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[67]/span"}, {"position_id": 1034, "txt": "但由于太复杂以至于没有什么实际用处，苹果四处出击却一无所获。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[67]/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": "在截至2003年9月的财年里，苹果的销售额比1995年下跌了超过40%，而且营业利润近乎零。", "language": "chinese", "position": {"atoms": [{"position_id": 1035, "txt": "在截至2003年9月的财年里，苹果的销售额比1995年下跌了超过40%，而且营业利润近乎零。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[67]/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "尽管苹果有史蒂夫·乔布斯的绝世才华与精美设计的产品，但在面临微软与英特尔的优势时总是显得力不从心。", "language": "chinese", "position": {"atoms": [{"position_id": 1036, "txt": "尽管苹果有史蒂夫·乔布斯的绝世才华与精美设计的产品，但在面临微软与英特尔的优势时总是显得力不从心。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[67]/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "在个人计算机行业，苹果似乎无路可走。", "language": "chinese", "position": {"atoms": [{"position_id": 1037, "txt": "在个人计算机行业，苹果似乎无路可走。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[67]/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "03", "language": "chinese", "position": {"atoms": [{"position_id": 1039, "txt": "03", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 122, "global_sentence_id": 149, "edu_l1_label": "BOS"}, {"txt": "沃尔玛案例解析", "language": "chinese", "position": {"atoms": [{"position_id": 1041, "txt": "沃尔玛案例解析", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[68]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 123, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": "50多年来，沃尔玛所向披靡，以阿肯色州的小镇为起点，发展成为世界最大的零售商之一。", "language": "chinese", "position": {"atoms": [{"position_id": 1043, "txt": "50多年来，沃尔玛所向披靡，以阿肯色州的小镇为起点，发展成为世界最大的零售商之一。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[69]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": "从任何标准来看，沃尔玛都是商业史上最成功的企业之一，同时也是局部聚焦战略最有力的例证：", "language": "chinese", "position": {"atoms": [{"position_id": 1045, "txt": "从任何标准来看，沃尔玛都是商业史上最成功的企业之一，同时也是局部聚焦战略最有力的例证：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[69]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "在称霸原有市场之后，扩展进入相邻市场并继续占领市场支配地位。", "language": "chinese", "position": {"atoms": [{"position_id": 1047, "txt": "在称霸原有市场之后，扩展进入相邻市场并继续占领市场支配地位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[69]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "1945年，山姆·沃尔顿和他的弟弟巴德·沃尔顿在阿肯色州新港市开始组建他们的商业帝国，最初的起点是本·富兰克林杂货店的加盟店。", "language": "chinese", "position": {"atoms": [{"position_id": 1049, "txt": "1945年，山姆·沃尔顿和他的弟弟巴德·沃尔顿在阿肯色州新港市开始组建他们的商业帝国，最初的起点是本·富兰克林杂货店的加盟店。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[70]"}]}, "tags": [], "label": "content", "web_segment_id": 125, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "当企业于1970年上市的时候，沃尔玛拥有30家门店。", "language": "chinese", "position": {"atoms": [{"position_id": 1051, "txt": "当企业于1970年上市的时候，沃尔玛拥有30家门店。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[71]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "截至1985年底，沃尔玛拥有859家门店，分布在22个州。", "language": "chinese", "position": {"atoms": [{"position_id": 1053, "txt": "截至1985年底，沃尔玛拥有859家门店，分布在22个州。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[71]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "截至2000年底，沃尔玛出售的商品数量超过了任何地方的任何零售商，3000家门店。", "language": "chinese", "position": {"atoms": [{"position_id": 1055, "txt": "截至2000年底，沃尔玛出售的商品数量超过了任何地方的任何零售商，3000家门店。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[71]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "沃尔玛还在海外的8个国家拥有超过1000家店。", "language": "chinese", "position": {"atoms": [{"position_id": 1057, "txt": "沃尔玛还在海外的8个国家拥有超过1000家店。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[72]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的销售额高达1910亿美元，是凯马特、西尔斯、杰西潘尼及其他零售业巨头销售额之和的近两倍。", "language": "chinese", "position": {"atoms": [{"position_id": 1059, "txt": "沃尔玛的销售额高达1910亿美元，是凯马特、西尔斯、杰西潘尼及其他零售业巨头销售额之和的近两倍。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[72]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "置身于竞争最激烈的零售业，沃尔玛成功实现了在可持续增长的同时保持可持续的盈利水平。", "language": "chinese", "position": {"atoms": [{"position_id": 1061, "txt": "置身于竞争最激烈的零售业，沃尔玛成功实现了在可持续增长的同时保持可持续的盈利水平。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[73]/span"}]}, "tags": [], "label": "content", "web_segment_id": 128, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "在这样的竞争环境里，大家都没有专利、政府许可，或者多年必不可少的研发积累，沃尔玛却可以压制竞争对手多年，实现生意上的巨大成功。", "language": "chinese", "position": {"atoms": [{"position_id": 1063, "txt": "在这样的竞争环境里，大家都没有专利、政府许可，或者多年必不可少的研发积累，沃尔玛却可以压制竞争对手多年，实现生意上的巨大成功。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "任何一个学习企业战略的人都想找出沃尔玛成功的原因。", "language": "chinese", "position": {"atoms": [{"position_id": 1065, "txt": "任何一个学习企业战略的人都想找出沃尔玛成功的原因。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "第一步骤，制作行业地图", "language": "chinese", "position": {"atoms": [{"position_id": 1067, "txt": "第一步骤，制作行业地图", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[74]/strong"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 130, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "对沃尔玛所处的零售业进行分析比较直观。", "language": "chinese", "position": {"atoms": [{"position_id": 1069, "txt": "对沃尔玛所处的零售业进行分析比较直观。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 131, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2RpFC3lnv0MalRjC8sXi.png", "language": "chinese", "position": {"atoms": [{"position_id": 324, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/2RpFC3lnv0MalRjC8sXi.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[76]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 132, "global_sentence_id": 165, "edu_l1_label": "EDU_O"}, {"txt": "商店直接销售商品给消费者。", "language": "chinese", "position": {"atoms": [{"position_id": 1071, "txt": "商店直接销售商品给消费者", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]/span/span[1]"}, {"position_id": 1073, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "在行业上游，沃尔玛和它的竞争对手都从各种制造商那里进货，从软饮料到洗衣机、女式衬衫到剪草机。", "language": "chinese", "position": {"atoms": [{"position_id": 1075, "txt": "在行业上游，沃尔玛和它的竞争对手都从", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]/span/span[3]"}, {"position_id": 1077, "txt": "各种制造商那里进货，从软饮料到洗衣机、女式衬衫到剪草机。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[77]/span/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "沃尔玛销售的商品如此之多，以至于它总在某些产品上和其他零售商之间存在竞争关系。", "language": "chinese", "position": {"atoms": [{"position_id": 1079, "txt": "沃尔玛销售的商品如此之多，以至于它总在某些产品上和其他零售商之", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[78]/span[1]"}, {"position_id": 1081, "txt": "间存在竞争关系。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[78]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 134, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "尽管如此，从供应链上看不同行业之间的界限还是十分清晰的，制造商不会从一个行业跨到另一个行业。", "language": "chinese", "position": {"atoms": [{"position_id": 1083, "txt": "尽管如此，从供应链上看不同行业之间的界限还是十分清晰的，制造商不会从一个行业跨到另一个行业。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span"}]}, "tags": [], "label": "content", "web_segment_id": 135, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": "就像其他的零售商一样，沃尔玛几乎不涉及商品生产环节。", "language": "chinese", "position": {"atoms": [{"position_id": 1084, "txt": "就像其他的零售商一样，沃尔玛几乎不涉及商品生产环节。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[79]/span"}]}, "tags": [], "label": "content", "web_segment_id": 135, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "沃尔玛一定做对了什么。", "language": "chinese", "position": {"atoms": [{"position_id": 1086, "txt": "沃尔玛一定做对了什么。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[20]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "为何沃尔玛迅速实现了成长与繁荣，而其他竞争者却碌碌无为？", "language": "chinese", "position": {"atoms": [{"position_id": 1088, "txt": "为何沃尔玛迅速实现了成长与繁荣，而其他竞争者却碌碌无为？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[20]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 136, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "第二步骤，判断是否存在竞争优势", "language": "chinese", "position": {"atoms": [{"position_id": 1090, "txt": "第二步骤，判断是否存在竞争优势", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[80]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 137, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "在开始回答这个问题之前，我们必须详细考察沃尔玛这些年的业绩情况。", "language": "chinese", "position": {"atoms": [{"position_id": 1092, "txt": "在开始回答这个问题之前，我们必须详细考察沃尔玛这些年的业绩情况。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[81]"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "我们可以通过两个指标来衡量沃尔玛的业绩：", "language": "chinese", "position": {"atoms": [{"position_id": 1093, "txt": "我们可以通过两个指标来衡量沃尔玛的业绩：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[81]"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "营业利润率和投入资本回报率", "language": "chinese", "position": {"atoms": [{"position_id": 1094, "txt": "营业利润率和投入资本回报率", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[81]"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "营业利润率，是比较同行业企业最有用的指标之一，因为处于同一行业的企业对资本的需求也基本类似。", "language": "chinese", "position": {"atoms": [{"position_id": 1096, "txt": "营业利润率", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[82]/strong/span"}, {"position_id": 1098, "txt": "，是比较", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[82]/span"}, {"position_id": 1100, "txt": "同行业企业最有用的指标之一", "x": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[84]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 141, "global_sentence_id": 179, "edu_l1_label": "EDU_O"}, {"txt": "投入资本回报率就是企业运用所需的债务与股东权益作为资本来源去运营赚取了多少回报，这个指标对于跨行业比较和同行业比较都是适用的。", "language": "chinese", "position": {"atoms": [{"position_id": 1106, "txt": "投入资本回报率", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span/span[1]/strong/span"}, {"position_id": 1108, "txt": "就是企业运用所", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span/span[2]"}, {"position_id": 1110, "txt": "需的债务与股东权益作为资本来源去运营赚取了多少回报，这个指标对于", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span/span[3]"}, {"position_id": 1112, "txt": "跨行业比较和同行业比较都是适用的", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span/span[4]/strong/span"}, {"position_id": 1114, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span/span[5]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 142, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/FC5rl3gCi1y3WjqlM3NjhzC.png", "language": "chinese", "position": {"atoms": [{"position_id": 366, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/FC5rl3gCi1y3WjqlM3NjhzC.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[85]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 143, "global_sentence_id": 181, "edu_l1_label": "EDU_O"}, {"txt": "投入资本回报率也展现出类似营业利润率的趋势：", "language": "chinese", "position": {"atoms": [{"position_id": 1116, "txt": "投入资本回报率也展现出类似营业利润率的趋势：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[86]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": "当沃尔玛还是一个小规模企业时，其投入资本回报率就超过了凯马特。", "language": "chinese", "position": {"atoms": [{"position_id": 1118, "txt": "当沃尔玛还是一个小规模企业时，其投入资本回报率就超过了凯马特。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[86]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": "以营业利润率和投入资本回报率来衡量，沃尔玛最赚钱的时期结束于20世纪80年代中期。", "language": "chinese", "position": {"atoms": [{"position_id": 1120, "txt": "以营业利润率和投入资本回报率来衡量，沃尔玛最赚钱的时期结束于20世纪80年代中期。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[87]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 145, "global_sentence_id": 184, "edu_l1_label": "IOS"}, {"txt": "它的营业利润率在1985年达到峰值7.8%，之后滑落到1997年的低谷4.2%。", "language": "chinese", "position": {"atoms": [{"position_id": 1122, "txt": "它的营业利润率在1985年达到峰值7.8%，之后滑落到1997年的低谷4.2%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[87]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 145, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": "投入资本回报率也有同样的轨迹，沃尔玛高投入资本回报率的时期结束于20世纪90年代末。", "language": "chinese", "position": {"atoms": [{"position_id": 1124, "txt": "投入资本回报率也有同样的轨迹，沃尔玛高投入资本回报率的时期结束于20世纪90年代末。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[88]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 146, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "在此之后，沃尔玛投入资本回报率不断下降，最后稳定在14%～20%，也算优秀水平，但算不上卓越。", "language": "chinese", "position": {"atoms": [{"position_id": 1126, "txt": "在此之后，沃尔玛投入资本回报率不断下降，最后稳定在14%～20%，也算优秀水平，但算不上卓越。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[88]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 146, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "面对这种明显的业绩滑坡，我们不仅要知道沃尔玛是如何领先其竞争对手的，更要弄清楚沃尔玛的运营发生了什么变化，使得一个卓越的企业退步成了一个规模庞大却仅仅算得上优秀的企业。", "language": "chinese", "position": {"atoms": [{"position_id": 1128, "txt": "面对这种明显的业绩滑坡，我们", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[89]/span[1]"}, {"position_id": 1130, "txt": "不仅要知道沃尔玛是如何领先其竞争对手的，更要弄清楚沃尔玛的运营发生了什么变化，使得一个卓越的企业退步成了一个规模庞大却仅仅算得上优秀的企业", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[89]/span[1]/strong/span"}, {"position_id": 1132, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[89]/span[1]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 147, "global_sentence_id": 188, "edu_l1_label": "IOS"}, {"txt": "我们首先研究沃尔玛的黄金时代（1985年前后），那时沃尔玛的盈利能力处于顶峰。", "language": "chinese", "position": {"atoms": [{"position_id": 1134, "txt": "我们首先研究沃尔玛的黄金时代（1985年前后），那时沃尔玛的盈利能力处于顶峰。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[89]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 147, "global_sentence_id": 189, "edu_l1_label": "IOS"}, {"txt": "20世纪80年代，沃尔玛是一家生机勃勃的区域性企业。", "language": "chinese", "position": {"atoms": [{"position_id": 1136, "txt": "20世纪80年代，沃尔玛是一家生机勃勃的区域性企业。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[90]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 148, "global_sentence_id": 190, "edu_l1_label": "IOS"}, {"txt": "截至1985年，沃尔玛在22个州经营着859家门店，其中超过80%位于其阿肯色州总部附近的11个州。", "language": "chinese", "position": {"atoms": [{"position_id": 1138, "txt": "截至1985年，沃尔玛在22个州经营着859家门店，其中超过80%位于其阿肯色州总部附近的11个州。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[90]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 148, "global_sentence_id": 191, "edu_l1_label": "IOS"}, {"txt": "沃尔玛通过5个配送中心为这些门店供货，这些门店中几乎没有距离配送中心超过300英里。", "language": "chinese", "position": {"atoms": [{"position_id": 1140, "txt": "沃尔玛通过5个配送中心为这些门店供货，这些门店中几乎没有距离配送中", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[91]/span[1]"}, {"position_id": 1142, "txt": "心超过300英里。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[91]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 149, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "沃尔玛用自己的卡车将采购的商品运到配送中心，然后再从配送中心送往各家门店。", "language": "chinese", "position": {"atoms": [{"position_id": 1144, "txt": "沃尔玛用自己的卡车将采购的商品运到配送中心，然后再从配送中心送往各家门店。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[92]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 150, "global_sentence_id": 193, "edu_l1_label": "IOS"}, {"txt": "这套系统效率非常高。", "language": "chinese", "position": {"atoms": [{"position_id": 1146, "txt": "这套系统效率非常高。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[92]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 150, "global_sentence_id": 194, "edu_l1_label": "IOS"}, {"txt": "由于门店的集中度很高，一辆卡车跑一趟就可以服务好几家，还可以在返回配送中心的路上把新采购的商品运到配送中心。", "language": "chinese", "position": {"atoms": [{"position_id": 1148, "txt": "由于门店的集中度很高，一辆卡车跑一趟就可以服务好几家，还可以在返回配送中心的路上把新采购的商品运到配送中心。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[92]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 150, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": "沃尔玛1976年的销售额是3.4亿美元，在之后的5年里经历了复合增速高达50%的增长，1981年沃尔玛的销售额为16亿美元，同比增速37%。", "language": "chinese", "position": {"atoms": [{"position_id": 1150, "txt": "沃尔玛1976年的销售额是3.4亿美元，在之后的5年里经历了复合增速高达50%的增长，1981年沃尔玛的销售额为16亿美元，同比增速37%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 151, "global_sentence_id": 196, "edu_l1_label": "IOS"}, {"txt": "1986年，沃尔玛可比销售额84亿美元，同比增速39%。", "language": "chinese", "position": {"atoms": [{"position_id": 1152, "txt": "1986年，沃尔玛可比销售额84亿美元，同比增速39%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 151, "global_sentence_id": 197, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的增速快得惊人，考虑到企业的规模越来越大及进入市场的渗透率稳步提升，所以其1976年之后增速开始下降并不奇怪。", "language": "chinese", "position": {"atoms": [{"position_id": 1154, "txt": "沃尔玛的增速快得惊人，考虑到企业的规模越来越大及进入市场的渗透率稳步提升，所以其1976年之后增速开始下降并不奇怪。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 151, "global_sentence_id": 198, "edu_l1_label": "IOS"}, {"txt": "第三步骤，找出竞争优势来源", "language": "chinese", "position": {"atoms": [{"position_id": 1156, "txt": "第三步骤，找出竞争优势来源", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[93]/strong"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 152, "global_sentence_id": 199, "edu_l1_label": "IOS"}, {"txt": "一直以来，沃尔玛每1美元销售获得的收益都比其竞争对手多。", "language": "chinese", "position": {"atoms": [{"position_id": 1158, "txt": "一直以来，沃尔玛每1美元销售获得的收益都比其竞争对手多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[94]"}]}, "tags": [], "label": "content", "web_segment_id": 153, "global_sentence_id": 200, "edu_l1_label": "IOS"}, {"txt": "为了确切地找到其优势的来源，我们要细致地对比沃尔玛与其他零售商的财务业绩。", "language": "chinese", "position": {"atoms": [{"position_id": 1159, "txt": "为了确切地找到其优势的来源，我们要细致地对比沃尔玛与其他零售商的财务业绩。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[94]"}]}, "tags": [], "label": "content", "web_segment_id": 153, "global_sentence_id": 201, "edu_l1_label": "IOS"}, {"txt": "虽然利润表上的数字是企业运营的结果而非原因，但是这些数字至少能告诉我们去哪儿寻找沃尔玛超凡业绩的线索。", "language": "chinese", "position": {"atoms": [{"position_id": 1160, "txt": "虽然利润表上的数字是企业运营的结果而非原因，但是这些数字至少能告诉我们去哪儿寻找沃尔玛超凡业绩的线索。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[94]"}]}, "tags": [], "label": "content", "web_segment_id": 153, "global_sentence_id": 202, "edu_l1_label": "IOS"}, {"txt": "1987年1月31日的3年里，沃尔玛的平均营业利润率是7.4%，而凯马特是4.8%。", "language": "chinese", "position": {"atoms": [{"position_id": 1162, "txt": "1987年1月31日的3年里，沃尔玛的平均营业利润率是7.4%，而凯马特是4.8%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[95]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 203, "edu_l1_label": "IOS"}, {"txt": "造成这一差异的主要原因是沃尔玛更低的间接费用。", "language": "chinese", "position": {"atoms": [{"position_id": 1164, "txt": "造成这一差异的主要原因是沃尔玛更低的间接费用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[95]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 204, "edu_l1_label": "IOS"}, {"txt": "从占净销售额的比例来看，凯马特的销售成本占比更低，主要原因是凯马特的平均单价高于沃尔玛，但是其高额的销售及管理费用抵消了这一优势。", "language": "chinese", "position": {"atoms": [{"position_id": 1166, "txt": "从占净销售额的比例来看，凯马特的销售成本占比更低，主要原因是凯马特的平均单价高于沃尔玛，但是其高额的销售及管理费用抵消了这一优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[95]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 154, "global_sentence_id": 205, "edu_l1_label": "IOS"}, {"txt": "从占净销售额的比例来看，沃尔玛用于采购与收货的成本占比高于其竞争对手，这里的原因仍然是沃尔玛商品的定价相对较低。", "language": "chinese", "position": {"atoms": [{"position_id": 1168, "txt": "从占净销售额的比例来看，沃尔玛用于采购与收货的成本占比高于其竞争对手，这里的原因仍然是沃尔玛商品的定价相对较低。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[96]/span"}]}, "tags": [], "label": "content", "web_segment_id": 155, "global_sentence_id": 206, "edu_l1_label": "IOS"}, {"txt": "其他零售商从授权费获得更多的收入，而沃尔玛受益于较低的销售及管理费用，最后获得了较高的营业利润率。", "language": "chinese", "position": {"atoms": [{"position_id": 1170, "txt": "其他零售商从授权费获得更多的收入，而沃尔玛受益于较低的销售及管理费用，最后获得了较高的营业利润率。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[97]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 156, "global_sentence_id": 207, "edu_l1_label": "IOS"}, {"txt": "与其他零售商相比，沃尔玛的管理严格、厉行节俭。", "language": "chinese", "position": {"atoms": [{"position_id": 1172, "txt": "与其他零售商相比，沃尔玛的管理严格、厉行节俭。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[97]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 156, "global_sentence_id": 208, "edu_l1_label": "IOS"}, {"txt": "沃尔玛是如何做到如此节俭的？", "language": "chinese", "position": {"atoms": [{"position_id": 1174, "txt": "沃尔玛是如何做到如此节俭的？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[98]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 157, "global_sentence_id": 209, "edu_l1_label": "IOS"}, {"txt": "是因为优秀的管理水平还是自律的企业文化？", "language": "chinese", "position": {"atoms": [{"position_id": 1176, "txt": "是因为优秀的管理水平还是自律的企业文化？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[98]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 157, "global_sentence_id": 210, "edu_l1_label": "IOS"}, {"txt": "还是仅仅因为在大都市区之外及美国南部地区的运营成本更低？", "language": "chinese", "position": {"atoms": [{"position_id": 1178, "txt": "还是仅仅因为在大都市区之外及美国南部地区的运营成本更低？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[98]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 157, "global_sentence_id": 211, "edu_l1_label": "IOS"}, {"txt": "或者我们应该考虑那些不受制于管理控制的结构性经济因素？", "language": "chinese", "position": {"atoms": [{"position_id": 1180, "txt": "或者我们应该考虑那些不受制于管理控制的结构性经济因素？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[98]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 157, "global_sentence_id": 212, "edu_l1_label": "IOS"}, {"txt": "如果答案是管理水平和企业文化，那么沃尔玛应该能够自由地复制成功经验，拓展到其他零售业态里。", "language": "chinese", "position": {"atoms": [{"position_id": 1182, "txt": "如果答案是管理水平和企业文化，那么沃尔玛应该能够自由地复制成功经验，拓展到其他零售业态里。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[99]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 158, "global_sentence_id": 213, "edu_l1_label": "IOS"}, {"txt": "如果小城镇和南部地区的成本优势是问题的答案，那么沃尔玛就不应该进入其他地区，而应把生意控制在传统优势地区内实现增长。", "language": "chinese", "position": {"atoms": [{"position_id": 1184, "txt": "如果小城镇和南部地区的成本优势是问题的答案，那么沃尔玛就不应该进入其他地区，而应把生意控制在传统优势地区内实现增长。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[99]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 158, "global_sentence_id": 214, "edu_l1_label": "IOS"}, {"txt": "反之，如果是一些结构性经济因素给沃尔玛带来竞争优势，那么企业应该找出这些确切的经济因素，设计合理的扩展战略，聚焦能够复制这些竞争优势的适当区域和零售业态。", "language": "chinese", "position": {"atoms": [{"position_id": 1186, "txt": "反之，如果是一些结构性经济因素给沃尔玛带来竞争优势，那么企业应该找出这些确切的经济因素，设计合理的扩展战略，聚焦能够复制这些竞争优势的适当区域和零售业态。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[99]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 158, "global_sentence_id": 215, "edu_l1_label": "IOS"}, {"txt": "多年来，解析沃尔玛成功的说法众说纷纭：", "language": "chinese", "position": {"atoms": [{"position_id": 1188, "txt": "多年来，解析沃尔玛成功的说法众说纷纭：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[100]"}]}, "tags": [], "label": "content", "web_segment_id": 159, "global_sentence_id": 216, "edu_l1_label": "BOS"}, {"txt": "解释一：", "language": "chinese", "position": {"atoms": [{"position_id": 1190, "txt": "解释一：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[101]/strong/span[1]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 160, "global_sentence_id": 217, "edu_l1_label": "IOS"}, {"txt": "压榨供应商", "language": "chinese", "position": {"atoms": [{"position_id": 1192, "txt": "压榨供应商", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[101]/strong/span[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 160, "global_sentence_id": 218, "edu_l1_label": "IOS"}, {"txt": "沃尔玛一直就有利用其大客户身份要求供应商在价格上让步的名声。", "language": "chinese", "position": {"atoms": [{"position_id": 1194, "txt": "沃尔玛一直就有利用其大客户身份要求供应商在价格上让步的名声。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[102]"}]}, "tags": [], "label": "content", "web_segment_id": 161, "global_sentence_id": 219, "edu_l1_label": "IOS"}, {"txt": "但是我们已经看到沃尔玛的销售成本占净收入额的比例是高于其竞争对手的，因此这种解释值得怀疑。", "language": "chinese", "position": {"atoms": [{"position_id": 1196, "txt": "但是我们已经看到沃尔玛的销售成本占净收入额的比例是高于其竞争对手的，因此这种解释值得怀疑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[103]/span"}]}, "tags": [], "label": "content", "web_segment_id": 162, "global_sentence_id": 220, "edu_l1_label": "IOS"}, {"txt": "与此同时，沃尔玛的毛利率并没有随着企业规模的增长而得到提升，而是在1983年最高达到28.3%之后持续下滑，直到20世纪90年代中期才稳定在22%的水平。", "language": "chinese", "position": {"atoms": [{"position_id": 1198, "txt": "与此同时，沃尔玛的毛利率并没有随着企业规模的增长而得到提升，而是在1983年最高达到28.3%之后持续下滑，直到20世纪90年代中期才稳定在22%的水平。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[104]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 163, "global_sentence_id": 221, "edu_l1_label": "IOS"}, {"txt": "所以沃尔玛压榨供应商从而成功的解释似乎说不通。", "language": "chinese", "position": {"atoms": [{"position_id": 1200, "txt": "所以沃尔玛压榨供应商从而成功的解释似乎说不通。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[104]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 163, "global_sentence_id": 222, "edu_l1_label": "IOS"}, {"txt": "销售成本中还包括其他成本。", "language": "chinese", "position": {"atoms": [{"position_id": 1202, "txt": "销售成本中还包括其他成本。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[105]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 164, "global_sentence_id": 223, "edu_l1_label": "IOS"}, {"txt": "其中一项是从供应商那里将货物运送到门店或仓库的成本，称为进货成本或进货后勤。", "language": "chinese", "position": {"atoms": [{"position_id": 1204, "txt": "其中一项是从供应商那里将货物运送到门店或仓库的成本，称为进货成本或进货后勤。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[105]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 164, "global_sentence_id": 224, "edu_l1_label": "IOS"}, {"txt": "事实上，沃尔玛在这方面比竞争对手更有效率，它的这项成本占净销售额的比例是2.8%，而行业水平是4.1%。", "language": "chinese", "position": {"atoms": [{"position_id": 1206, "txt": "事实上，沃尔玛在这方面比竞争对手更有效率，它的这项成本占净销售额的比例是2.8%，而行业水平是4.1%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[105]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 164, "global_sentence_id": 225, "edu_l1_label": "IOS"}, {"txt": "与此同时，沃尔玛的损耗成本（即由于货物丢失、损坏和失窃导致的损失）也比行业水平要低一些。", "language": "chinese", "position": {"atoms": [{"position_id": 1208, "txt": "与此同时，沃尔玛的损耗成本（即由于货物丢失、损坏和失窃导致的损失）也比行业水平要低一些。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[106]"}]}, "tags": [], "label": "content", "web_segment_id": 165, "global_sentence_id": 226, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的损耗成本占净销售额的比例为1.3%，而行业水平是2.2%。", "language": "chinese", "position": {"atoms": [{"position_id": 1209, "txt": "沃尔玛的损耗成本占净销售额的比例为1.3%，而行业水平是2.2%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[106]"}]}, "tags": [], "label": "content", "web_segment_id": 165, "global_sentence_id": 227, "edu_l1_label": "IOS"}, {"txt": "在把这些成本考虑进去之后，我们发现沃尔玛实际花费在商品采购上的成本占净销售额的比例其实比行业水平更高。", "language": "chinese", "position": {"atoms": [{"position_id": 1211, "txt": "在把这些成本考虑进去之后，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[107]/span"}, {"position_id": 1213, "txt": "我们发现沃尔玛实际花费在商品采购上的成本占净销售额的比例其实比行业水平更高", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[107]/span/strong/span"}, {"position_id": 1215, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[107]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 166, "global_sentence_id": 228, "edu_l1_label": "IOS"}, {"txt": "此外，当沃尔玛的规模在数年之间翻番之后，其销售成本占比却上升了，并且在沃尔玛发展早期，当时规模更大的凯马特和其他零售商对供应商应该有更强的谈判能力。", "language": "chinese", "position": {"atoms": [{"position_id": 1217, "txt": "此外，当沃尔玛的规模在数年之间翻番之后，其销售成本占比却上升了，并且在沃尔玛发展早期，当时规模更大的凯马特和其他零售商对供应商应该有更强的谈判能力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[108]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 229, "edu_l1_label": "IOS"}, {"txt": "这两个事实都不支持压榨供应商是沃尔玛成功关键的观点。", "language": "chinese", "position": {"atoms": [{"position_id": 1219, "txt": "这两个事实都不支持压榨供应商是沃尔玛成功关键的观点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[108]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 230, "edu_l1_label": "IOS"}, {"txt": "最后，要说沃尔玛能迫使可口可乐或宝洁这样大型的企业给予其相对其他零售商更优惠的价格，似乎也不太可能。", "language": "chinese", "position": {"atoms": [{"position_id": 1221, "txt": "最后，要说沃尔玛能迫使可口可乐或宝洁这样大型的企业给予其相对其他零售商更优惠的价格，似乎也不太可能。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[109]/span"}]}, "tags": [], "label": "content", "web_segment_id": 168, "global_sentence_id": 231, "edu_l1_label": "IOS"}, {"txt": "或许沃尔玛的确对规模较小的区域性供应商有议价能力，并可能迫使对方让步，但凯马特和其他零售商也有能力如法炮制。", "language": "chinese", "position": {"atoms": [{"position_id": 1223, "txt": "或许沃尔玛的确对规模较小的区域性供应商有议价能力，并可能迫使对方让步，但凯马特和其他零售商也有能力如法炮制。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 169, "global_sentence_id": 232, "edu_l1_label": "IOS"}, {"txt": "因此，用压榨供应商来解释沃尔玛极强的盈利能力是站不住脚的。", "language": "chinese", "position": {"atoms": [{"position_id": 1225, "txt": "因此，用压榨供应商来解释沃尔玛极强的盈利能力是站不住脚的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 169, "global_sentence_id": 233, "edu_l1_label": "IOS"}, {"txt": "解释二：", "language": "chinese", "position": {"atoms": [{"position_id": 1227, "txt": "解释二：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[110]/strong/span[1]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 170, "global_sentence_id": 234, "edu_l1_label": "IOS"}, {"txt": "小城镇垄断者", "language": "chinese", "position": {"atoms": [{"position_id": 1229, "txt": "小城镇垄断者", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[110]/strong/span[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 170, "global_sentence_id": 235, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的成功是否归功于其很多门店都是小城镇上的唯一低价百货超市？", "language": "chinese", "position": {"atoms": [{"position_id": 1231, "txt": "沃尔玛的成功是否归功于其很多门店都是小城镇上的唯一低价百货超市？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[111]"}]}, "tags": [], "label": "content", "web_segment_id": 171, "global_sentence_id": 236, "edu_l1_label": "IOS"}, {"txt": "沃尔玛是否让客户支付了更高的价格，从而通过垄断获得了更多的利润？", "language": "chinese", "position": {"atoms": [{"position_id": 1232, "txt": "沃尔玛是否让客户支付了更高的价格，从而通过垄断获得了更多的利润？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[111]"}]}, "tags": [], "label": "content", "web_segment_id": 171, "global_sentence_id": 237, "edu_l1_label": "IOS"}, {"txt": "有必要考察一下沃尔玛的定价策略并与其竞争对手的定价策略进行比较。", "language": "chinese", "position": {"atoms": [{"position_id": 1234, "txt": "有必要考察一下沃尔玛的定价策略并与其竞争对手的定价策略进行比较。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[112]"}]}, "tags": [], "label": "content", "web_segment_id": 172, "global_sentence_id": 238, "edu_l1_label": "IOS"}, {"txt": "沃尔玛从折扣零售起家，始终以为顾客提供低价商品而自豪，旗下所有的门店都声称“我们的价格更便宜。", "language": "chinese", "position": {"atoms": [{"position_id": 1236, "txt": "沃尔玛从折扣零售起家，始终以为顾客提供低价商品而自豪，旗下所有的门店都声称“我们的价格更便宜。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[113]/span"}]}, "tags": [], "label": "content", "web_segment_id": 173, "global_sentence_id": 239, "edu_l1_label": "IOS"}, {"txt": "比较之后发现，在极少的情况中，沃尔玛独占的区域市场里，确实售价较高。", "language": "chinese", "position": {"atoms": [{"position_id": 1238, "txt": "比较之后发现，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[114]/span[1]"}, {"position_id": 1240, "txt": "在极少的情况中，沃尔玛独占的区域市场里，确实售价较高。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[114]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 240, "edu_l1_label": "IOS"}, {"txt": "但整体上沃尔玛的平均价格要比竞争对手低4%～5%。", "language": "chinese", "position": {"atoms": [{"position_id": 1242, "txt": "但整体上", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[114]/span[3]"}, {"position_id": 1244, "txt": "沃尔玛的平均价格要比竞争对手低4%～5%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[114]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 241, "edu_l1_label": "IOS"}, {"txt": "综合来看，沃尔玛在局部垄断市场的优势被“天天低价”策略消耗殆尽，所以小城镇垄断者这个说法无法解释沃尔玛优秀的经营业绩。", "language": "chinese", "position": {"atoms": [{"position_id": 1246, "txt": "综合来看，沃尔玛在局部垄断市场的优势被“天天低价”策略消耗殆尽，所以小城镇垄断者这个说法无法解释沃尔玛优秀的经营业绩。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]"}]}, "tags": [], "label": "content", "web_segment_id": 175, "global_sentence_id": 242, "edu_l1_label": "IOS"}, {"txt": "解释三：", "language": "chinese", "position": {"atoms": [{"position_id": 1248, "txt": "解释三：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[115]/strong/span[1]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 176, "global_sentence_id": 243, "edu_l1_label": "IOS"}, {"txt": "更好的管理水平与制度", "language": "chinese", "position": {"atoms": [{"position_id": 1250, "txt": "更好的管理水平与制度", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[115]/strong/span[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 176, "global_sentence_id": 244, "edu_l1_label": "IOS"}, {"txt": "沃尔玛卓越的管理水平为世人称赞。", "language": "chinese", "position": {"atoms": [{"position_id": 1252, "txt": "沃尔玛卓越的管理水平为世人称赞。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[116]"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 245, "edu_l1_label": "IOS"}, {"txt": "它是较早使用如条形码扫描技术等提升效率的技术的零售商。", "language": "chinese", "position": {"atoms": [{"position_id": 1253, "txt": "它是较早使用如条形码扫描技术等提升效率的技术的零售商。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[116]"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 246, "edu_l1_label": "IOS"}, {"txt": "条形码扫描技术减少了顾客排队结账的时间，而且有助于控制存货和自动化订购与补充库存的流程。", "language": "chinese", "position": {"atoms": [{"position_id": 1254, "txt": "条形码扫描技术减少了顾客排队结账的时间，而且有助于控制存货和自动化订购与补充库存的流程。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[116]"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 247, "edu_l1_label": "IOS"}, {"txt": "但是，条形码扫描技术是一个面向整个零售业的技术。", "language": "chinese", "position": {"atoms": [{"position_id": 1256, "txt": "但是，条形码扫描技术是一个面向整个零售业的技术。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[117]"}]}, "tags": [], "label": "content", "web_segment_id": 178, "global_sentence_id": 248, "edu_l1_label": "IOS"}, {"txt": "凯马特几乎同样迅速地引进了这个技术。", "language": "chinese", "position": {"atoms": [{"position_id": 1257, "txt": "凯马特几乎同样迅速地引进了这个技术", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[117]"}, {"position_id": 1259, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[117]/span"}]}, "tags": [], "label": "content", "web_segment_id": 178, "global_sentence_id": 249, "edu_l1_label": "IOS"}, {"txt": "因此，沃尔玛由于在这个技术上的投资获得的收益无法解释它相对于竞争对手的优势。", "language": "chinese", "position": {"atoms": [{"position_id": 1261, "txt": "因此，沃尔玛由于在这个技术上的投资获得的收益无法解释它相对于竞争对手的优势。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[118]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 179, "global_sentence_id": 250, "edu_l1_label": "IOS"}, {"txt": "沃尔玛使用的其他复杂技术也是同样的道理，如规划各个门店商品品类组合的软件、自动化仓库运营设备等。", "language": "chinese", "position": {"atoms": [{"position_id": 1263, "txt": "沃尔玛使用的其他复杂技术也是同样的道理，如规划各个门店商品品类组合的软件、自动化仓库运营设备等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[118]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 179, "global_sentence_id": 251, "edu_l1_label": "IOS"}, {"txt": "沃尔玛能购买的东西，竞争对手也同样能买到。", "language": "chinese", "position": {"atoms": [{"position_id": 1265, "txt": "沃尔玛能购买的东西，竞争对手也同样能买到。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[118]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 179, "global_sentence_id": 252, "edu_l1_label": "IOS"}, {"txt": "在人力资源管理领域，沃尔玛确实有优势，其高层管理人员每天都花大量时间在门店里。", "language": "chinese", "position": {"atoms": [{"position_id": 1267, "txt": "在人力资源管理领域，沃尔玛确实有优势，其高层管理人员每天都花大量时间在门店里。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[119]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 180, "global_sentence_id": 253, "edu_l1_label": "IOS"}, {"txt": "他们征求员工对于门店运营的建议，如应该进什么货、如何展示货品等。", "language": "chinese", "position": {"atoms": [{"position_id": 1269, "txt": "他们征求员工对于门店运营的建议，如应该进什么货、如何展示货品等", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[119]/span[2]"}, {"position_id": 1271, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[119]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 180, "global_sentence_id": 254, "edu_l1_label": "IOS"}, {"txt": "沃尔玛还有一套激励机制，如奖励超额完成利润目标的门店经理。", "language": "chinese", "position": {"atoms": [{"position_id": 1273, "txt": "沃尔玛还有一套激励机制，如奖励超额完成利润目标的门店经理", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[120]/span[1]"}, {"position_id": 1275, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[120]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 181, "global_sentence_id": 255, "edu_l1_label": "IOS"}, {"txt": "员工也对此给予积极回应，纷纷赞赏沃尔玛是不错的雇主，即使以行业标准来看沃尔玛工资微薄。", "language": "chinese", "position": {"atoms": [{"position_id": 1277, "txt": "员工也对此给予积极回应，纷纷赞赏沃尔玛是不错的雇主，即使以行业标准来看沃尔玛工资微薄。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[120]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 181, "global_sentence_id": 256, "edu_l1_label": "IOS"}, {"txt": "在分析沃尔玛取得商业成功的原因时，忽略其优良的管理水平是不明智的，但我们也不能高估其作用。", "language": "chinese", "position": {"atoms": [{"position_id": 1279, "txt": "在分析沃尔玛取得商业成功的原因时，忽略其优良的管理水平是不明智的，但我们也不能高估其作用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[121]"}]}, "tags": [], "label": "content", "web_segment_id": 182, "global_sentence_id": 257, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的管理水平是否在20世纪80年代中期的黄金时代之后退步了，或是经营企业变得越来越困难？", "language": "chinese", "position": {"atoms": [{"position_id": 1281, "txt": "沃尔玛的管理水平是否在20世纪80年代中期的黄金时代之后退步了，或是经营企业变得越来越困难？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[122]"}]}, "tags": [], "label": "content", "web_segment_id": 183, "global_sentence_id": 258, "edu_l1_label": "IOS"}, {"txt": "为什么沃尔玛的管理方式在五金店、药店和饰品店就不灵了呢？", "language": "chinese", "position": {"atoms": [{"position_id": 1282, "txt": "为什么沃尔玛的管理方式在五金店、药店和饰品店就不灵了呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[122]"}]}, "tags": [], "label": "content", "web_segment_id": 183, "global_sentence_id": 259, "edu_l1_label": "IOS"}, {"txt": "山姆会员商店虽然在门店数量上翻了好几倍，但是未能实现沃尔玛传统门店那么好的盈利水平。", "language": "chinese", "position": {"atoms": [{"position_id": 1283, "txt": "山姆会员商店虽然在门店数量上翻了好几倍，但是未能实现沃尔玛传统门店那么好的盈利水平。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[122]"}]}, "tags": [], "label": "content", "web_segment_id": 183, "global_sentence_id": 260, "edu_l1_label": "IOS"}, {"txt": "当沃尔玛在20世纪90年代中期开始披露财务业绩的分部报告之后，我们清楚地观察到山姆会员商店业务营业利润率偏低。", "language": "chinese", "position": {"atoms": [{"position_id": 1285, "txt": "当沃尔玛在20世纪90年代中期开始披露财务业绩的分部报告之后，我们清楚地观察到山姆会员商店业务营业利润率偏低。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]"}]}, "tags": [], "label": "content", "web_segment_id": 184, "global_sentence_id": 261, "edu_l1_label": "IOS"}, {"txt": "与传统门店相比，山姆会员商店在每1美元资产上获得的回报要低45%，而这已经是在这一业态运营15年之后，时间上也足够将经营管理理顺了。", "language": "chinese", "position": {"atoms": [{"position_id": 1286, "txt": "与传统门店相比，山姆会员商店在每1美元资产上获得的回报要低45%，而这已经是在这一业态运营15年之后，时间上也足够将经营管理理顺了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]"}]}, "tags": [], "label": "content", "web_segment_id": 184, "global_sentence_id": 262, "edu_l1_label": "IOS"}, {"txt": "解释四：", "language": "chinese", "position": {"atoms": [{"position_id": 1288, "txt": "解释四：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[123]/strong/span[1]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 185, "global_sentence_id": 263, "edu_l1_label": "IOS"}, {"txt": "南方更有利于经营", "language": "chinese", "position": {"atoms": [{"position_id": 1290, "txt": "南方更有利于经营", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[123]/strong/span[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 185, "global_sentence_id": 264, "edu_l1_label": "IOS"}, {"txt": "与行业平均水平相比，沃尔玛的租金成本占净销售额之比较低（差距是销售额的0.3%），人工薪酬成本占销售额之比也要低一些（差距是销售的1.1%）。", "language": "chinese", "position": {"atoms": [{"position_id": 1292, "txt": "与行业平均水平相比，沃尔玛的租金成本占净销售额之比较低（差距是销售额的0.3%），人工薪酬成本占销售额之比也要低一些（差距是销售的1.1%）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[124]/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 265, "edu_l1_label": "IOS"}, {"txt": "这一优势部分源于企业的生意集中在美国南方的小城镇。", "language": "chinese", "position": {"atoms": [{"position_id": 1294, "txt": "这一优势部分源于企业的生意集中在美国南方的小城镇。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[125]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 187, "global_sentence_id": 266, "edu_l1_label": "IOS"}, {"txt": "那里的房地产价格更为便宜，房产税也更低。", "language": "chinese", "position": {"atoms": [{"position_id": 1296, "txt": "那里的房地产价格更为便宜，房产税也更低。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[125]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 187, "global_sentence_id": 267, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的员工都不是工会成员，这也是美国南方的一个特色。", "language": "chinese", "position": {"atoms": [{"position_id": 1298, "txt": "沃尔玛的员工都不是工会成员，这也是美国南方的一个特色。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[125]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 187, "global_sentence_id": 268, "edu_l1_label": "IOS"}, {"txt": "这两项加起来为企业节省了约占净销售额1.4%的成本，这是沃尔玛的所有杂项费用总计只占净销售额4.9%的原因之一。", "language": "chinese", "position": {"atoms": [{"position_id": 1300, "txt": "这两项加起来为企业节省了约占净销售额1.4%的成本，这是沃尔玛的所有杂项费用总计只占净销售额4.9%的原因之一。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[125]/span[5]"}]}, "tags": [], "label": "content", "web_segment_id": 187, "global_sentence_id": 269, "edu_l1_label": "IOS"}, {"txt": "显然，地理位置确实与沃尔玛的业绩水平相关。", "language": "chinese", "position": {"atoms": [{"position_id": 1302, "txt": "显然，地理位置确实与沃尔玛的业绩水平相关。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[126]/span"}]}, "tags": [], "label": "content", "web_segment_id": 188, "global_sentence_id": 270, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的问题是在1986年前后，由于在低成本区域的扩张已经遇到了瓶颈，于是开始在较大的城镇开店。", "language": "chinese", "position": {"atoms": [{"position_id": 1304, "txt": "沃尔玛的问题是在1986年前后，由于在低成本区域的扩张已经遇到了瓶颈，于是开始在较大的城镇开店。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 189, "global_sentence_id": 271, "edu_l1_label": "IOS"}, {"txt": "1986年之后，沃尔玛的大部分生意都在远离美国南方的州。", "language": "chinese", "position": {"atoms": [{"position_id": 1306, "txt": "1986年之后，沃尔玛的大部分生意都在远离美国南方的州。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 189, "global_sentence_id": 272, "edu_l1_label": "IOS"}, {"txt": "解释五：", "language": "chinese", "position": {"atoms": [{"position_id": 1308, "txt": "解释五：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[127]/span[1]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 190, "global_sentence_id": 273, "edu_l1_label": "IOS"}, {"txt": "区域性统治的强大优势", "language": "chinese", "position": {"atoms": [{"position_id": 1309, "txt": "区域性统治的强大优势", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[127]/span[1]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 190, "global_sentence_id": 274, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的成功确实部分归功于地理因素，那就是地理区域性的集中。", "language": "chinese", "position": {"atoms": [{"position_id": 1311, "txt": "沃尔玛的成功确实部分归功于地理因素，那就是地理区域性的集中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[128]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 191, "global_sentence_id": 275, "edu_l1_label": "IOS"}, {"txt": "我们已经知道，在1985年，沃尔玛超过80%的门店都位于阿肯色州及其周边的州。", "language": "chinese", "position": {"atoms": [{"position_id": 1313, "txt": "我们已经知道，在1985年，沃尔玛超过80%的门店都位于阿肯色州及其周边的州。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[128]/span[2]"}]}, "tags": [], "label": 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[], "label": "content", "web_segment_id": 204, "global_sentence_id": 295, "edu_l1_label": "IOS"}, {"txt": "把沃尔玛在进货后勤、广告和管理监督这三项职能上给营业利润率带来的优势综合考虑，共占净销售额的4%～5%，而沃尔玛的总体营业利润率优势只有3%左右。", "language": "chinese", "position": {"atoms": [{"position_id": 1372, "txt": "把沃尔玛在进货后勤、广告和管理监督这三项职能上给营业利润率带来的优势综合考虑，共占净销售额的4%～5%，而沃尔玛的总体营业利润率优势只有3%左右。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[142]/span"}]}, "tags": [], "label": "content", "web_segment_id": 205, "global_sentence_id": 296, "edu_l1_label": "IOS"}, {"txt": "沃尔玛这三项职能上的优势源于局部的规模经济效益。", "language": "chinese", "position": {"atoms": [{"position_id": 1374, "txt": "沃尔玛这三项职能上的优势源于", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[143]/span[1]"}, {"position_id": 1376, "txt": "局部的规模经济效益", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[143]/span[1]/strong/span"}, {"position_id": 1378, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[143]/span[1]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 206, "global_sentence_id": 297, "edu_l1_label": "IOS"}, {"txt": "这里讨论的“局部”指的是沃尔玛及其竞争对手在门店、配送中心、广告活动和管理人员方面的布局。", "language": "chinese", "position": {"atoms": [{"position_id": 1380, "txt": "这里讨论的“局部”指的是沃尔玛及其竞争对手在门店、配送中心、广告活动和管理人员方面的布局。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[143]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 206, "global_sentence_id": 298, "edu_l1_label": "IOS"}, {"txt": "04", "language": "chinese", "position": {"atoms": [{"position_id": 1382, "txt": "04", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[27]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 207, "global_sentence_id": 299, "edu_l1_label": "BOS"}, {"txt": "总结", "language": "chinese", "position": {"atoms": [{"position_id": 1384, "txt": "总结", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[144]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 208, "global_sentence_id": 300, "edu_l1_label": "IOS"}, {"txt": "在对基于规模经济效益的竞争优势的探讨中，我们注意到企业需要获得这种竞争优势必须满足两个条件。", "language": "chinese", "position": {"atoms": [{"position_id": 1386, "txt": "在对基于规模经济效益的竞争优势的探讨中，我们注意到企业需要获得这种竞争优势必须满足两个条件。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[145]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 209, "global_sentence_id": 301, "edu_l1_label": "IOS"}, {"txt": "第一个条件，是固定成本必须在总成本中占有很大的比例，这里的很大是相对于企业所处的市场规模而言的。", "language": "chinese", "position": {"atoms": [{"position_id": 1388, "txt": "第一个条件，是固定成本必须在总成本中占有很大的比例，这里的很大是相对于企业所处的市场规模而言的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[146]"}]}, "tags": [], "label": "content", "web_segment_id": 210, "global_sentence_id": 302, "edu_l1_label": "IOS"}, {"txt": "固定成本可能是厂房、设备或信息技术上的资本支出，也可能是类似广告或管理监督这样的经营费用。", "language": "chinese", "position": {"atoms": [{"position_id": 1389, "txt": "固定成本可能是厂房、设备或信息技术上的资本支出，也可能是类似广告或管理监督这样的经营费用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[146]"}]}, "tags": [], "label": "content", "web_segment_id": 210, "global_sentence_id": 303, "edu_l1_label": "IOS"}, {"txt": "随着固定成本分摊到更大的销量上，单位成本会不断降低。", "language": "chinese", "position": {"atoms": [{"position_id": 1391, "txt": "随着固定成本分摊到更大的销量上，单位成本会不断降低。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[147]"}]}, "tags": [], "label": "content", "web_segment_id": 211, "global_sentence_id": 304, "edu_l1_label": "IOS"}, {"txt": "因此，销量大的企业会在竞争中领先。", "language": "chinese", "position": {"atoms": [{"position_id": 1392, "txt": "因此，销量大的企业会在竞争中领先。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[147]"}]}, "tags": [], "label": "content", "web_segment_id": 211, "global_sentence_id": 305, "edu_l1_label": "IOS"}, {"txt": "但是，如果市场足够大，以至于单位产品分摊的固定成本变得很小，平均成本就不会明显下降，销量较大的企业的竞争优势就消失了。", "language": "chinese", "position": {"atoms": [{"position_id": 1394, "txt": "但是，如果市场足够大，以至于单位产品分摊的固定成本变得很小，平均成本就不会明显下降，销量较大的企业的竞争优势就消失了。", "x": 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308, "edu_l1_label": "IOS"}, {"txt": "第二个条件，是基于规模经济效益的竞争优势必须与一定程度的客户锁定相结合，这样才能阻止竞争对手逼近。", "language": "chinese", "position": {"atoms": [{"position_id": 1404, "txt": "第二个条件，是基于规模经济效益的竞争优势必须与一定程度的客户锁定相结合，这样才能阻止竞争对手逼近。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[149]"}]}, "tags": [], "label": "content", "web_segment_id": 213, "global_sentence_id": 309, "edu_l1_label": "IOS"}, {"txt": "否则的话，在同等条件下顾客没有理由转向凯马特。", "language": "chinese", "position": {"atoms": [{"position_id": 1406, "txt": "否则的话，在同等条件下顾客没有理由转向凯马特。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[150]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 214, "global_sentence_id": 310, "edu_l1_label": "IOS"}, {"txt": "如果凯马特想要靠价格取胜，把价格压得贴近成本，沃尔玛也可以跟进采取同样的手段。", "language": "chinese", "position": {"atoms": [{"position_id": 1408, "txt": "如果凯马特想要靠价格取胜，把价格压得贴近成本，沃尔玛也可以跟进采取同样的手段。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[150]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 214, "global_sentence_id": 311, "edu_l1_label": "IOS"}, {"txt": "由于沃尔玛原有的顾客数量多一些，平均成本更低，所以能承受的损失更大。", "language": "chinese", "position": {"atoms": [{"position_id": 1410, "txt": "由于沃尔玛原有的顾客数量多一些，平均成本更低，所以能承受的损失更大。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[151]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 215, "global_sentence_id": 312, "edu_l1_label": "IOS"}, {"txt": "凯马特能够采取的一切竞争手段，如广告宣传、店内促销、无息联名信用卡等，沃尔玛都能够跟进同样的做法而且成本更低。", "language": "chinese", "position": {"atoms": [{"position_id": 1412, "txt": "凯马特能够采取的一切竞争手段，如广告宣传、店内促销、无息联名信用卡等，沃尔玛都能够跟进同样的做法而且成本更低。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[151]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 215, "global_sentence_id": 313, "edu_l1_label": "IOS"}, {"txt": "除非凯马特决定采取不惜一切代价夺取市场份额的焦土战略，而且沃尔玛还很“配合”地在凯马特彻底崩溃之前就动摇信念、放弃顾客，否则凯马特永远无法在沃尔玛深耕的区域获得与之势均力敌的地位。", "language": "chinese", "position": {"atoms": [{"position_id": 1414, "txt": "除非凯马特决定采取不惜一切代价夺取市场份额的焦土战略，而且沃尔玛还很“配合”地在凯马特彻底崩溃之前就动摇信念、放弃顾客，否则凯马特永远无法在沃尔玛深耕的区域获得与之势均力敌的地位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[151]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 215, "global_sentence_id": 314, "edu_l1_label": "IOS"}, {"txt": "事实上，沃尔玛在1985年之后继续成长，成了全球最大的零售商。", "language": "chinese", "position": {"atoms": [{"position_id": 1416, "txt": "事实上，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[152]/span[1]"}, {"position_id": 1418, "txt": "沃尔玛在1985年之后继续成长，成了全球最大的零售商。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[152]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 216, "global_sentence_id": 315, "edu_l1_label": "IOS"}, {"txt": "但是根据投入资本回报率和营业利润率来衡量，沃尔玛的盈利水平降低了。", "language": "chinese", "position": {"atoms": [{"position_id": 1420, "txt": "但是根据投入资本回报率和营业利润率来衡量，沃尔玛的盈利水平降低了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[152]/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 216, "global_sentence_id": 316, "edu_l1_label": "IOS"}, {"txt": "对此我们能够给出的唯一解释就是：", "language": "chinese", "position": {"atoms": [{"position_id": 1422, "txt": "对此我们能够给出的", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[153]"}, {"position_id": 1424, "txt": "唯一解释", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[153]/strong/span"}, {"position_id": 1426, "txt": "就是：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[153]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 217, "global_sentence_id": 317, "edu_l1_label": "IOS"}, {"txt": "随着沃尔玛在全国和世界范围内扩张，它不再能够复制早年享有的竞争优势——局部规模经济效益与一定程度客户锁定的有机结合，使得竞争者难以入侵它占领的市场。", "language": "chinese", "position": {"atoms": [{"position_id": 1427, "txt": "随着沃尔玛在全国和世界范围内扩张，它不再能够复制早年享有的竞争优势——局部规模经济效益与一定程度客户锁定的有机结合，使得竞争者难以入侵它占领的市场。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[153]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 217, "global_sentence_id": 318, "edu_l1_label": "IOS"}, {"txt": "然而即使是如此高水平的管理水平，并且持续了40多年，也仍然无法把沃尔玛的营业利润率或投入资本回报率维持在20世纪80年代中期的水平上。", "language": "chinese", "position": {"atoms": [{"position_id": 1429, "txt": "然而即使是如此高水平的管理水平，并且持续了40多年，也仍然无法把沃尔玛的营业利润率或投入资本回报率维持在20世纪80年代中期的水平上。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[154]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 319, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的投入资本回报率随着时间的发展和业务布局的变化也证明了我们前面提出的观点，当其在20世纪80年代中期开始雄心勃勃地向全国扩张时，营业利润率和投入资本回报率稳步走下坡路。", "language": "chinese", "position": {"atoms": [{"position_id": 1431, "txt": "沃尔玛的投入资本回报率随着时间的发展和业务布局的变化也证明了我们前面提出的观点，当其在20世纪80年代中期开始雄心勃勃地向全国扩张时，营业利润率和投入资本回报率稳步走下坡路。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[155]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 219, "global_sentence_id": 320, "edu_l1_label": "IOS"}, {"txt": "20世纪90年代中期，沃尔玛成了全国性企业，但其门店的区域分布已经不像黄金时代那么集中了，投入资本回报率也降至15%左右。", "language": "chinese", "position": {"atoms": [{"position_id": 1433, "txt": "20世纪90年代中期，沃尔玛成了全国性企业，但其门店的区域分布已经不像黄金时代那么集中了，投入资本回报率也降至15%左右。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[155]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 219, "global_sentence_id": 321, "edu_l1_label": "IOS"}, {"txt": "沃尔玛的国际业务——门店稀疏地分布在许多国家。", "language": "chinese", "position": {"atoms": [{"position_id": 1435, "txt": "沃尔玛的国际业务——门店稀疏地分布在许多国家。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[156]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 220, "global_sentence_id": 322, "edu_l1_label": "IOS"}, {"txt": "正如我们预期，沃尔玛国际业务的营业利润率和投入资本回报率只有美国核心业务的1/3～1/2。", "language": "chinese", "position": {"atoms": [{"position_id": 1437, "txt": "正如我们预期，沃尔玛国际业务的营业利润率和投入资本回报率只有美国核心业务的1/3～1/2。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[156]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 220, "global_sentence_id": 323, "edu_l1_label": "IOS"}, {"txt": "沃尔玛案例之所以重要，绝不是因为企业的规模和名气，而是沃尔玛获得成功的因素也同样适用于整个零售业：", 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# 2.5万字解读《竞争优势》中：​评估竞争优势的三步骤，苹果、沃尔玛案例解析 ## 01 评估竞争优势三步骤 ### 第一个步骤，也是最重要的步骤是制作展现相关市场竞争结构的行业地图。 ### 第二个步骤，是针对每个细分市场判断在位企业是否受到进入壁垒的保护。 #### 1）企业间市场份额的稳定 #### 2）细分市场里企业的盈利情况 ### 第三个步骤，是识别和确认竞争优势的可能来源。 ## 02 苹果案例解析 ### 第一步，制作行业地图 ### 第二步，竞争优势的检验与判定 #### 1）CPU细分市场 #### 2）竞争优势的检验与判定：软件细分市场 #### 3）竞争优势的检验与判定：个人计算机制造细分市场 ### 总结，苹果的总体竞争态势 ## 03 沃尔玛案例解析 ### 第一步骤，制作行业地图 ### 第二步骤，判断是否存在竞争优势 ### 第三步骤，找出竞争优势来源 #### 解释一：压榨供应商 #### 解释二：小城镇垄断者 #### 解释三：更好的管理水平与制度 #### 解释四：南方更有利于经营 #### 解释五：区域性统治的强大优势 ## 04 总结
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"position_id": 5000000, "bbox": [[0.319, 0.093, 0.67, 0.106]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 252, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5100000, "bbox": [[0.319, 0.11, 0.926, 0.31]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 2, "global_sentence_id": 253, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：艾媒咨询《2023-2024 年中国微短剧市场研究报告》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5200000, "bbox": [[0.317, 0.316, 0.796, 0.328]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 8, "global_sentence_id": 254, "edu_l1_label": "EDU_O"}, {"txt": "微短剧获许可证和上线数量快速上升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5300000, "bbox": [[0.35, 0.354, 0.651, 0.366]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 255, "edu_l1_label": "IOS"}, {"txt": "2022 年网络微短剧首次计入全国广播电视行业统计公报，全年获得上线备案号重点网络微短剧336 部（2021年未做统计）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5300000, "bbox": [[0.651, 0.354, 0.896, 0.366], [0.315, 0.372, 0.896, 0.385], [0.315, 0.391, 0.43, 0.403]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 256, "edu_l1_label": "IOS"}, {"txt": "根据《中国网络视听发展研究报告（2023）》数据显示，随着各大长视频平台、制作公司和MCN 机构积极入局，2022 年重点网络微短剧数量由2021 年的58 部上升至172 部，数量显著上升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5300000, "bbox": [[0.43, 0.391, 0.896, 0.403], [0.315, 0.409, 0.896, 0.422], [0.315, 0.428, 0.719, 0.441]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 257, "edu_l1_label": "IOS"}, {"txt": "2023 年开始，许可证全覆盖管理办法实施，前三季度获得全国网络微短剧许可证的数量和集数持续上升，Q1-Q3 分别为83/116/150 部。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5300000, "bbox": [[0.719, 0.428, 0.896, 0.441], [0.315, 0.447, 0.896, 0.459], [0.315, 0.465, 0.602, 0.478]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 258, "edu_l1_label": "IOS"}, {"txt": "图表 4：2021-2022 年中国重点网络微短剧上线数目", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5400000, "bbox": [[0.083, 0.502, 0.481, 0.515]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 259, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5500000, "bbox": [[0.072, 0.534, 0.49, 0.738]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 4, "global_sentence_id": 260, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：中国网络视听节目服务协会《中国网络视听发展研究报告（2023）》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5600000, "bbox": [[0.081, 0.744, 0.464, 0.768]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 11, "global_sentence_id": 261, "edu_l1_label": "EDU_O"}, {"txt": "图表 5：2022.06-2023.09 获得全国国产网络微短剧发行许可证数量和集数", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5700000, "bbox": [[0.517, 0.501, 0.918, 0.534]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 262, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5800000, "bbox": [[0.513, 0.538, 0.923, 0.742]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 3, "global_sentence_id": 263, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：国家广播电视总局，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5900000, "bbox": [[0.52, 0.75, 0.809, 0.761]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 264, "edu_l1_label": "EDU_O"}, {"txt": "1.3.政策监管：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6000000, "bbox": [[0.315, 0.811, 0.457, 0.826]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 7, "global_sentence_id": 265, "edu_l1_label": "IOS"}, {"txt": "强化内容平台监管，过审率仍处于低位", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6000000, "bbox": [[0.457, 0.811, 0.8, 0.826]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 7, "global_sentence_id": 266, "edu_l1_label": "IOS"}, {"txt": "持续加强内容审核监管。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6100000, "bbox": [[0.35, 0.853, 0.545, 0.865]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 267, "edu_l1_label": "IOS"}, {"txt": "2022 年4 月广电总局发布的《关于国产网络剧片发行许可服务管理有关事项的通知》开始对国产网络剧片发行实行许可制度，针对2022 年6 月1 日以后新通过规划备案的重点网络剧、网络微短剧、网络电影、网络动画片，采取许可证全覆盖的管理办法，依法取得《网络剧", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6100000, "bbox": [[0.545, 0.853, 0.896, 0.865], [0.315, 0.871, 0.896, 0.884], [0.315, 0.89, 0.896, 0.902], [0.315, 0.908, 0.896, 0.921]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 268, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.084, 0.935, 0.299, 0.948]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 269, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.886, 0.936, 0.898, 0.942]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 270, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.086, 0.034, 0.28, 0.066]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 271, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.702, 0.036, 0.907, 0.05]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 272, "edu_l1_label": "EDU_O"}, {"txt": "片发行许可证》后方可播出。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.314, 0.074, 0.899, 0.198]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 273, "edu_l1_label": "IOS"}, {"txt": "2023年6月广播电视总局发布的《网络剧片发行许可和播出管理提示》开始采取许可证全覆盖的管理办法。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.314, 0.074, 0.899, 0.198]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 274, "edu_l1_label": "IOS"}, {"txt": "此外，国家广播电视总局办公厅还多次发布关于内容监管政策，2022年11月《关于进一步加强网络微短剧管理实施创作提升计划有关工作的通知》特别强调了微短剧的监管；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.314, 0.074, 0.899, 0.198]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 275, "edu_l1_label": "IOS"}, {"txt": "2023年11月再次发布《广电总局多措并举持续开展网络微短剧治理工作》，其中重点包括加快制定《网络微短剧创作生产与内容审核细则》，研究推动网络微短剧APP和“小程序”纳入日常机构管理等。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6200000, "bbox": [[0.314, 0.074, 0.899, 0.198]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 276, "edu_l1_label": "IOS"}, {"txt": "图表6：短剧行业部分监管整治政策一览", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6300000, "bbox": [[0.086, 0.222, 0.389, 0.234]]}]}, "tags": ["table_caption"], "label": "table_title", "web_segment_id": 4, "global_sentence_id": 277, "edu_l1_label": "EDU_O"}, {"txt": "table", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6400000, "bbox": [[0.079, 0.237, 0.919, 0.482]]}]}, "tags": ["table"], "label": "table", "web_segment_id": 1, "global_sentence_id": 278, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：政府官网，国家广电总局公众号，中央网络安全和信息化委员会办公室，环球网，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6500000, "bbox": [[0.085, 0.484, 0.716, 0.496]]}]}, "tags": ["table_caption"], "label": "table_title", "web_segment_id": 7, "global_sentence_id": 279, "edu_l1_label": "EDU_O"}, {"txt": "定期发布备案公示，网络微短剧过审率不足20%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.315, 0.521, 0.898, 0.607]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 280, "edu_l1_label": "IOS"}, {"txt": "目前，广电总局已开始定期公布全国重点网络微短剧拍摄备案。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.315, 0.521, 0.898, 0.607]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 281, "edu_l1_label": "IOS"}, {"txt": "2023年网络微短剧备案数量爆发式增长，下半年，月均备案数超过300部。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.315, 0.521, 0.898, 0.607]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 282, "edu_l1_label": "IOS"}, {"txt": "但同期，主管部门持续加强内容治理监管，严格许可证发放，7-11月获得全国广播电视主管部门颁发的发行许可的网络微短剧每月仅50多部，过审率仍不足20%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6600000, "bbox": [[0.315, 0.521, 0.898, 0.607]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 283, "edu_l1_label": "IOS"}, {"txt": "图表7：全国重点网络微短剧拍摄备案", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6700000, "bbox": [[0.317, 0.632, 0.604, 0.644]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 284, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6800000, "bbox": [[0.307, 0.649, 0.923, 0.885]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 3, "global_sentence_id": 285, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：国家广播电视总局网络视听司，上海市网络视听行业协会公众号，最高检影视中心公众号，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 6900000, "bbox": [[0.314, 0.892, 0.913, 0.922]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 286, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.084, 0.935, 0.299, 0.948]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 287, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7000000, "bbox": [[0.886, 0.936, 0.897, 0.942]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 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日，抖音巨量广告发布通知上调投流公司资质门槛，要求广告主必须有三种证件，即《广播电视节目制作经营许可证》《增值电信业务经营许可证》《信息网络传播视听许可证》或《网络文化经营许可证》。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7100000, "bbox": [[0.633, 0.093, 0.896, 0.106], [0.315, 0.112, 0.896, 0.124], [0.315, 0.13, 0.905, 0.143], [0.315, 0.149, 0.538, 0.161]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 292, "edu_l1_label": "IOS"}, {"txt": "此外，抖音巨量广告还强调，拟投放短剧广告的小程序、快应用、App 等应用的主体必须与广告主一致，不支持代投。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 7100000, "bbox": [[0.538, 0.149, 0.896, 0.161], [0.315, 0.167, 0.879, 0.18]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 293, "edu_l1_label": "IOS"}, {"txt": "哔哩哔哩平台也发布《网络微短剧内容规范治理公告（八）》，进一步规范微短剧类内容传播秩序，持续治理违规内容。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 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"web_segment_id": 1, "global_sentence_id": 386, "edu_l1_label": "IOS"}, {"txt": "类似于游戏，短视频为小程序导流在短时间内催生了大量现象级的小程序小游戏，流量的互通，生态的开放，也为短剧的爆火打通最后一步。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11500000, "bbox": [[0.491, 0.093, 0.896, 0.106], [0.315, 0.112, 0.896, 0.124], [0.315, 0.13, 0.421, 0.143]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 387, "edu_l1_label": "IOS"}, {"txt": "国资大厂加速入局，相继推出短剧APP。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11600000, "bbox": [[0.35, 0.167, 0.667, 0.18]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 388, "edu_l1_label": "IOS"}, {"txt": "除了传统的抖音、快手等短视频平台、爱优腾芒和哔哩哔哩等中长视频平台，以及新兴的小程序之外，不少国资和大厂也相继上线了自己的短剧APP，比如，中广电传媒旗下河马剧场APP，映客旗下天天追剧APP，以及抖音旗下番茄短剧（原红果短剧）等。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11600000, "bbox": [[0.667, 0.167, 0.896, 0.18], [0.315, 0.186, 0.896, 0.198], [0.315, 0.204, 0.896, 0.217], [0.315, 0.223, 0.896, 0.235]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 389, "edu_l1_label": "IOS"}, {"txt": "图表 17：部分短剧APP", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11700000, "bbox": [[0.319, 0.26, 0.493, 0.271]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 390, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11800000, "bbox": [[0.309, 0.274, 0.927, 0.388]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 4, "global_sentence_id": 391, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：AppStore，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11900000, "bbox": [[0.317, 0.392, 0.559, 0.403]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 8, "global_sentence_id": 392, "edu_l1_label": "EDU_O"}, {"txt": "2.3.用户流量：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12000000, "bbox": [[0.315, 0.449, 0.457, 0.463]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 5, "global_sentence_id": 393, "edu_l1_label": "IOS"}, {"txt": "新的流量聚集赛道，用户规模快速提升", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12000000, "bbox": [[0.457, 0.449, 0.801, 0.463]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 5, "global_sentence_id": 394, "edu_l1_label": "IOS"}, {"txt": "超半数短视频用户接触过微短剧。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12100000, "bbox": [[0.35, 0.491, 0.623, 0.503]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 395, "edu_l1_label": "IOS"}, {"txt": "根据《中国网络视听发展研究报告（2023）》数据显示，截至2022 年底，我国网络视听用户规模进一步扩大至10.40 亿人，短视频用户为10.12 亿人，较2021 年各类用户群体对短视频使用率均有所上升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12100000, "bbox": [[0.623, 0.491, 0.896, 0.503], [0.315, 0.509, 0.896, 0.522], [0.315, 0.528, 0.896, 0.54], [0.315, 0.546, 0.456, 0.559]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 396, "edu_l1_label": "IOS"}, {"txt": "其中，半年内有50.4%的短视频用户看过3 分钟以内的微短剧、微综艺和泡面番，用户规模庞大。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12100000, "bbox": [[0.456, 0.546, 0.896, 0.559], [0.315, 0.565, 0.633, 0.577]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 397, "edu_l1_label": "IOS"}, {"txt": "根据CNNIC 发布的第52 次《中国互联网络发展状况统计报告》，截至2023 年6 月，我国短视频用户规模已达到10.26 亿人，渗透率进一步提升至96.80%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12100000, "bbox": [[0.633, 0.565, 0.896, 0.577], [0.315, 0.583, 0.896, 0.596], [0.315, 0.602, 0.665, 0.614]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 398, "edu_l1_label": "IOS"}, {"txt": "随着下半年《逃出大英博物馆》等多部优质短剧火爆，有望推动短剧用户渗透率进一步提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12100000, "bbox": [[0.665, 0.602, 0.896, 0.614], [0.315, 0.62, 0.791, 0.633]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 399, "edu_l1_label": "IOS"}, {"txt": "图表 18：网络视听用户、短视频用户规模和短视频渗透率", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12200000, "bbox": [[0.317, 0.656, 0.75, 0.671]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 400, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12300000, "bbox": [[0.334, 0.674, 0.927, 0.877]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 3, "global_sentence_id": 401, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：CNNIC 第52 次《中国互联网络发展状况统计报告》，《中国网络视听发展研究报告（2023）》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12400000, "bbox": [[0.317, 0.881, 0.911, 0.908]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 402, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12500000, "bbox": [[0.89, 0.936, 0.902, 0.942]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 403, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12500000, "bbox": [[0.085, 0.935, 0.298, 0.948]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 404, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12500000, "bbox": [[0.085, 0.034, 0.28, 0.065]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 405, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12500000, "bbox": [[0.702, 0.036, 0.907, 0.05]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 406, "edu_l1_label": "EDU_O"}, {"txt": "短视频平台短剧用户渗透率快速提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12600000, "bbox": [[0.313, 0.074, 0.898, 0.18]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 407, "edu_l1_label": "IOS"}, {"txt": "短剧快速切入大众视野，抢占碎片化时间，抖音和快手平台短剧用户渗透率快速提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12600000, "bbox": [[0.313, 0.074, 0.898, 0.18]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 408, "edu_l1_label": "IOS"}, {"txt": "根据Questmobile《2023中国互联网核心趋势年度报告（精华版)》数据显示，截至2023年9月，抖音短剧用户渗透率为37.5%，较2022年上升3.4pct；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12600000, "bbox": [[0.313, 0.074, 0.898, 0.18]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 409, "edu_l1_label": "IOS"}, {"txt": "快手短剧用户渗透率达到了57.5%，同比上升14.6%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12600000, "bbox": [[0.313, 0.074, 0.898, 0.18]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 410, "edu_l1_label": "IOS"}, {"txt": "参考同期，抖音和快手主站月活跃用户分别为7.43亿和4.57亿，两个平台9月短剧用户均约为2.7亿。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12600000, "bbox": [[0.313, 0.074, 0.898, 0.18]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 411, "edu_l1_label": "IOS"}, {"txt": "图表19：2023年9月抖音与快手平台短剧内容热度变化", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12700000, "bbox": [[0.085, 0.204, 0.512, 0.217]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 4, "global_sentence_id": 412, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12800000, "bbox": [[0.077, 0.221, 0.927, 0.403]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 3, "global_sentence_id": 413, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Questmobile《2023中国互联网核心趋势年度报告（精华版）》《2023年新媒体生态洞察》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 12900000, "bbox": [[0.083, 0.409, 0.784, 0.421]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 414, "edu_l1_label": "EDU_O"}, {"txt": "图表20：网络视听用户、短视频用户规模和短视频渗透率", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13000000, "bbox": [[0.317, 0.446, 0.749, 0.46]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 415, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13100000, "bbox": [[0.308, 0.464, 0.927, 0.7]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 2, "global_sentence_id": 416, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Questmobile《2023中国移动互联网秋季大报告》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13200000, "bbox": [[0.315, 0.708, 0.782, 0.72]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 417, "edu_l1_label": "EDU_O"}, {"txt": "短视频加速成为用户线上时间的主要聚集地，短剧用户规模超越部分中长视频平台。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13300000, "bbox": [[0.315, 0.743, 0.899, 0.867]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 418, "edu_l1_label": "IOS"}, {"txt": "根据Questmobile《2023内容视频化与商业化洞察报告》数据可以明显发现，短视频正加速成为用户线上时间的主要聚集地之一，挤占了包括即时通讯、在线视频和其他细分行业的份额。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13300000, "bbox": [[0.315, 0.743, 0.899, 0.867]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 419, "edu_l1_label": "IOS"}, {"txt": "碎片化、快捷和高效的特征，使得短剧拥有更便捷和更多的使用场景，目前抖音和快手平台的短剧用户规模已超过哔哩哔哩、芒果TV和优酷视频等部分中长视频平台，随着渗透率提升，用户规模有望进一步提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13300000, "bbox": [[0.315, 0.743, 0.899, 0.867]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 420, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13400000, "bbox": [[0.89, 0.936, 0.903, 0.942]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 421, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13400000, 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{"txt": "根据巨量引擎数据显示，2023年抖音微短剧生态实现快速搭建，越来越多的用户养成了追剧习惯，其中用户的人均观看次数较去年同期增长54%，人均时长较去年同期增加了79%2023 年全年抖音短剧大盘的规模消耗预计200 亿。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13800000, "bbox": [[0.664, 0.391, 0.896, 0.403], [0.315, 0.409, 0.896, 0.422], [0.315, 0.428, 0.879, 0.441], [0.315, 0.447, 0.707, 0.459]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 429, "edu_l1_label": "IOS"}, {"txt": "图表 22：巨量引擎：短剧行业迎来快速增长的“黄金时期”", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 13900000, "bbox": [[0.086, 0.483, 0.525, 0.495]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 3, "global_sentence_id": 430, "edu_l1_label": "EDU_O"}, {"txt": "规模消耗+3倍客户数+5倍", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 14000000, "bbox": [[0.402, 0.559, 0.597, 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0.066]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 479, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16500000, "bbox": [[0.702, 0.036, 0.907, 0.05]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 480, "edu_l1_label": "EDU_O"}, {"txt": "图表 27：小程序短剧商业模式", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16600000, "bbox": [[0.319, 0.093, 0.546, 0.105]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 481, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16700000, "bbox": [[0.31, 0.11, 0.928, 0.255]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 5, "global_sentence_id": 482, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Bingo 短剧公众号，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16800000, "bbox": [[0.318, 0.262, 0.606, 0.273]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 483, "edu_l1_label": "EDU_O"}, {"txt": "3.2.免费付费：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16900000, "bbox": [[0.315, 0.319, 0.457, 0.334]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 3, "global_sentence_id": 484, "edu_l1_label": "IOS"}, {"txt": "免费付费交错发展，营销开辟全新路径", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 16900000, "bbox": [[0.457, 0.319, 0.801, 0.334]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 3, "global_sentence_id": 485, "edu_l1_label": "IOS"}, {"txt": "短剧应用一段时间内仍将依赖买量投放引流。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.35, 0.361, 0.704, 0.374]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 486, "edu_l1_label": "IOS"}, {"txt": "参考Questmoblie《2023年新媒体生态洞察》显示，抖音汽水音乐和快手免费小说APP 仍高度依赖主站的“输送”流量。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.704, 0.361, 0.896, 0.374], [0.315, 0.38, 0.896, 0.392], [0.315, 0.398, 0.471, 0.411]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 487, "edu_l1_label": "IOS"}, {"txt": "据 AppGrowing 国际版数据监测，《ReelShort》从 7 月份开始大规模买量，日均双端投放量基本超过400 组，到了10 月份之后更是水涨船高，单日投放量一度超过1000 组；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.471, 0.398, 0.896, 0.411], [0.315, 0.417, 0.896, 0.429], [0.315, 0.435, 0.638, 0.448]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 488, "edu_l1_label": "IOS"}, {"txt": "同期点点数据显示，ReelShort 留存不高，次日留存率是36%，但到了第七天留存率是7.6%，30 天后留存率为 2.4%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.638, 0.435, 0.896, 0.448], [0.315, 0.454, 0.896, 0.466], [0.315, 0.472, 0.395, 0.485]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 489, "edu_l1_label": "IOS"}, {"txt": "我们认为，短时期内，短剧类 App 仍然需要以买量投放为主要营销手段，高度依赖主站输出。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17000000, "bbox": [[0.395, 0.472, 0.896, 0.485], [0.315, 0.491, 0.544, 0.503]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 490, "edu_l1_label": "IOS"}, {"txt": "图表 28：汽水音乐APP 活跃用户规模及用户与抖音重合度", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17100000, "bbox": [[0.082, 0.527, 0.481, 0.559]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 8, "global_sentence_id": 491, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17200000, "bbox": [[0.09, 0.56, 0.483, 0.762]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 4, "global_sentence_id": 492, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Quesetmobile《2023年新媒体生态洞察》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17300000, "bbox": [[0.081, 0.766, 0.483, 0.788]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 11, "global_sentence_id": 493, "edu_l1_label": "EDU_O"}, {"txt": "图表 29：快手免费小说APP 活跃用户规模及用户与快手重合度", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17400000, "bbox": [[0.517, 0.527, 0.917, 0.56]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 494, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17500000, "bbox": [[0.513, 0.56, 0.912, 0.763]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 2, "global_sentence_id": 495, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：Quesetmobile《2023年新媒体生态洞察》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17600000, "bbox": [[0.517, 0.766, 0.919, 0.787]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 496, "edu_l1_label": "EDU_O"}, {"txt": "参考与短剧行业相近的数字阅读行业（网络小说、漫画、有声读物等）经历了“免费-付费-免费”的发展历程。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17700000, "bbox": [[0.35, 0.812, 0.888, 0.824], [0.315, 0.83, 0.633, 0.843]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 497, "edu_l1_label": "IOS"}, {"txt": "在数字阅读发展早期，整个行业并没有清晰的商业模式。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17700000, "bbox": [[0.633, 0.83, 0.896, 0.843], [0.315, 0.849, 0.491, 0.861]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 498, "edu_l1_label": "IOS"}, {"txt": "此后，随着互联网支付技术逐渐成熟以及用户付费习惯改善，付费阅读逐渐成为数字阅读企业的主要收入来源。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17700000, "bbox": [[0.491, 0.849, 0.896, 0.861], [0.315, 0.867, 0.774, 0.88]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 499, "edu_l1_label": "IOS"}, {"txt": "自2018 年下半年以来，免费阅读平台加入竞争，“流量 广告”模式让用户无须为内容付费，平台依靠流量获得广告等收益。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17700000, "bbox": [[0.774, 0.867, 0.896, 0.88], [0.315, 0.886, 0.896, 0.898], [0.315, 0.904, 0.597, 0.917]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 500, "edu_l1_label": "IOS"}, {"txt": "由于免费模式的强大吸引力，免费阅读", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17700000, "bbox": [[0.597, 0.904, 0.896, 0.917]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 501, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17800000, "bbox": [[0.89, 0.936, 0.903, 0.943]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 502, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17800000, "bbox": [[0.084, 0.935, 0.298, 0.948]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 503, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17800000, "bbox": [[0.085, 0.034, 0.28, 0.066]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 504, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17800000, "bbox": [[0.703, 0.036, 0.907, 0.05]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 505, "edu_l1_label": "EDU_O"}, {"txt": "平台发展迅速，在短时间内快速积累了大量用户，付费阅读进入瓶颈期，免费阅读成为新热点，成为带动数字阅读行业发展的增长点。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17800000, "bbox": [[0.316, 0.074, 0.898, 0.106]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 506, "edu_l1_label": "IOS"}, {"txt": "当前，数字阅读行业付费与非付费收入各占半壁江山。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17900000, "bbox": [[0.314, 0.128, 0.901, 0.254]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 507, "edu_l1_label": "IOS"}, {"txt": "根据中国音像与数字出版协会发布《2022年度中国数字阅读报告》2022年我国数字阅读市场总体营收规模为463.52亿元，从营收类型来看，订阅营收225.89亿元、版权营收97.41亿元、广告及其他营收140.22亿元，订阅营收占比逐年降低，版权和广告营收逐渐成为推动产业规模发展的动力源。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17900000, "bbox": [[0.314, 0.128, 0.901, 0.254]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 508, "edu_l1_label": "IOS"}, {"txt": "短剧行业目前仍处于商业化探索阶段，长期来看，我们认为随着用户基本盘稳定，付费收入逐步受限于渗透率和单用户价值，广告收入和其他收入有望持续探索新路径。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 17900000, "bbox": [[0.314, 0.128, 0.901, 0.254]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 509, "edu_l1_label": "IOS"}, {"txt": "图表30：数字阅读行业收入结构", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18000000, "bbox": [[0.317, 0.278, 0.563, 0.29]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 4, "global_sentence_id": 510, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18100000, "bbox": [[0.317, 0.296, 0.927, 0.55]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 0, "global_sentence_id": 511, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：中国音像与数字出版协会《2021、2022年度中国数字阅读报告》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18200000, "bbox": [[0.317, 0.558, 0.865, 0.571]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 512, "edu_l1_label": "EDU_O"}, {"txt": "短剧开辟品牌营销新链路。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18300000, "bbox": [[0.314, 0.594, 0.898, 0.756]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 513, "edu_l1_label": "IOS"}, {"txt": "内容的尽头是商业变现，相较于长视频更加低的制作门槛，品牌定制短剧成为短剧重要的商业化方向。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18300000, "bbox": [[0.314, 0.594, 0.898, 0.756]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 514, "edu_l1_label": "IOS"}, {"txt": "具体来看，微短剧充分依托原有视频平台生态，统筹精准营销。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18300000, "bbox": [[0.314, 0.594, 0.898, 0.756]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 515, "edu_l1_label": "IOS"}, {"txt": "目前，蒙牛、KONO、海澜之家、小度、韩束、唯品会、淘特、三九胃泰、斯维诗、小鹏汽车、DR等多家品牌已开展微短剧定制合作，今年，品牌短剧开始密集上线，以韩束为例，今年陆续上线《以成长来装束》《心动不止一刻》《一束阳光一束爱》《全是爱与你》《你终将会红》五部定制短剧，累计播放量已经超过50亿，其主推护肤品“红蛮腰”系列，也在双十一大促期间12天卖出超26万套，同比增长达550%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18300000, "bbox": [[0.314, 0.594, 0.898, 0.756]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 516, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 18400000, "bbox": [[0.89, 0.936, 0.902, 0.942]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 517, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 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"各平台还积极探索用户付费，与长视频平台的传统会员制类似，短剧付费也包括会员订阅和单剧集解锁等不同模式。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19100000, "bbox": [[0.314, 0.362, 0.898, 0.469]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 528, "edu_l1_label": "IOS"}, {"txt": "目前，各个平台方式不一，河马剧场使用会员付费制，抖音快手部分短剧则是按剧集解锁。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19100000, "bbox": [[0.314, 0.362, 0.898, 0.469]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 529, "edu_l1_label": "IOS"}, {"txt": "目前，抖音平台《二十九》的后四集解锁价格为25抖币/集，或者60抖币解锁全4集（1元=10抖币）较长视频平台价格较高；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19100000, "bbox": [[0.314, 0.362, 0.898, 0.469]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 530, "edu_l1_label": "IOS"}, {"txt": "而相反，会员订阅模式，短剧APP 价格也仅为长视频平台的一半。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19100000, "bbox": [[0.314, 0.362, 0.898, 0.469]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 531, "edu_l1_label": "IOS"}, {"txt": "图表33：单集解锁付费模式", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19200000, "bbox": [[0.083, 0.492, 0.305, 0.504]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 532, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 19300000, "bbox": [[0.075, 0.508, 0.493, 0.713]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 3, "global_sentence_id": 533, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：抖音，爱奇艺，东方财富证券研究所", "language": "chinese", "position": 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"label": "O", "web_segment_id": -1, "global_sentence_id": 614, "edu_l1_label": "EDU_O"}, {"txt": "海译作总量超过50 万部，较去年同期的30 万部，同比提升约67%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23300000, "bbox": [[0.315, 0.075, 0.828, 0.087]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 615, "edu_l1_label": "IOS"}, {"txt": "截至2023年10 月，起点国际的访问用户数突破2.2 亿，为三年前同期3 倍。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23300000, "bbox": [[0.828, 0.075, 0.896, 0.087], [0.315, 0.093, 0.843, 0.106]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 616, "edu_l1_label": "IOS"}, {"txt": "受益于海外网络文艺用户基础日渐庞大，以及网文出海多年构建的世界范围内的情感、元素同频共振，网文出海也在在经历出版授权、翻译出海、模式出海后进入“全球共创IP”的新阶段，整体流量分配机制也导致了网文视频化的出现，短剧因此在海外迅速铺开。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23300000, "bbox": [[0.843, 0.093, 0.896, 0.106], [0.315, 0.112, 0.896, 0.124], [0.315, 0.13, 0.879, 0.143], [0.315, 0.149, 0.896, 0.161], [0.315, 0.167, 0.562, 0.18]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 617, "edu_l1_label": "IOS"}, {"txt": "图表 42：2021-2022 年出海翻译作品总量（万部）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23400000, "bbox": [[0.083, 0.204, 0.468, 0.217]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 8, "global_sentence_id": 618, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23500000, "bbox": [[0.074, 0.221, 0.488, 0.421]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 3, "global_sentence_id": 619, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：中国音像与数字出版协会、阅文集团《2022、2023中国网络文学出海趋势报告》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23600000, "bbox": [[0.081, 0.425, 0.483, 0.448]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 9, "global_sentence_id": 620, "edu_l1_label": "EDU_O"}, {"txt": "图表 43：海外市场营收规模（万亿）", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23700000, "bbox": [[0.519, 0.203, 0.803, 0.217]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 6, "global_sentence_id": 621, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23800000, "bbox": [[0.512, 0.222, 0.925, 0.42]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 4, "global_sentence_id": 622, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：中国音像与数字出版协会、阅文集团《2022、2023中国网络文学出海趋势报告》，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 23900000, "bbox": [[0.516, 0.425, 0.916, 0.448]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 7, "global_sentence_id": 623, "edu_l1_label": "EDU_O"}, {"txt": "中式爽剧席卷欧美，ReelShort 爆火海外。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24000000, "bbox": [[0.35, 0.471, 0.686, 0.483]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 624, "edu_l1_label": "IOS"}, {"txt": "ReelShort 为Crazy Maple（枫叶互动）旗下产品，枫叶互动由中文在线投资设立。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24000000, "bbox": [[0.686, 0.471, 0.896, 0.483], [0.315, 0.489, 0.756, 0.502]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 625, "edu_l1_label": "IOS"}, {"txt": "ReelShort 于2022年8 月上线，主推每集1—2 分钟的超短真人剧集，随着推出的短剧《FatedTo My Forbidden Alpha》和《Never Divorce a Secret Billionaire Heiress》相继爆火，整个7 月ReelShort 全球新增用户270 万，其中7 成来自美国双端流水540 万美元。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24000000, "bbox": [[0.756, 0.489, 0.896, 0.502], [0.315, 0.508, 0.896, 0.52], [0.315, 0.526, 0.896, 0.539], [0.315, 0.545, 0.888, 0.558], [0.315, 0.564, 0.51, 0.576]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 626, "edu_l1_label": "IOS"}, {"txt": "随后，平台相继推出多部高热度短剧，10 月份ReelShort 的下载量达225 万次，11 月12 日-11 月13 日，短剧出海平台ReelShort 的下载量在美区App Store 免费榜排名蹿升至第二名，娱乐榜第一名。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24000000, "bbox": [[0.51, 0.564, 0.896, 0.576], [0.315, 0.582, 0.896, 0.595], [0.315, 0.601, 0.896, 0.613], [0.315, 0.619, 0.368, 0.632]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 627, "edu_l1_label": "IOS"}, {"txt": "图表 44：ReelShort 排名变化趋势", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24100000, "bbox": [[0.318, 0.655, 0.589, 0.669]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 5, "global_sentence_id": 628, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24200000, "bbox": [[0.307, 0.673, 0.919, 0.891]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 2, "global_sentence_id": 629, "edu_l1_label": "EDU_O"}, {"txt": "资料来源：AppGrowing 国际版，东方财富证券研究所", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24300000, "bbox": [[0.317, 0.899, 0.613, 0.91]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 10, "global_sentence_id": 630, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24400000, "bbox": [[0.887, 0.936, 0.902, 0.942]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 631, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24400000, "bbox": [[0.085, 0.935, 0.298, 0.948]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": -1, "global_sentence_id": 632, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24400000, "bbox": [[0.086, 0.034, 0.28, 0.066]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 633, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24400000, "bbox": [[0.703, 0.036, 0.907, 0.05]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 634, "edu_l1_label": "EDU_O"}, {"txt": "与国内相同，ReelShort 依赖社交平台引流，采用单集付费模式，完整剧集解锁价格高于奈飞会员订阅价格。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24500000, "bbox": [[0.35, 0.093, 0.896, 0.106], [0.315, 0.112, 0.616, 0.124]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 635, "edu_l1_label": "IOS"}, {"txt": "与国内相同，ReelShort 仍高度依赖社交平台投放广告的引流。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24500000, "bbox": [[0.616, 0.112, 0.896, 0.124], [0.315, 0.13, 0.527, 0.143]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 636, "edu_l1_label": "IOS"}, {"txt": "从内容构成看，除“霸总”外，还有“先婚后爱、虐恋、狼人、逆袭”的类型，平台根据不同国家与地区的文化背景，在内容输送方面进行了针对性扩张，和奈飞的爆款率只有10%相比，ReelShort 追求的爆款率则是30%-50%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24500000, "bbox": [[0.527, 0.13, 0.896, 0.143], [0.315, 0.149, 0.896, 0.161], [0.315, 0.167, 0.896, 0.18], [0.315, 0.186, 0.526, 0.198]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 637, "edu_l1_label": "IOS"}, {"txt": "但同时，ReelShort 目前仍采用单集付费模式，追完一部剧用户需付费20 美元左右，高于奈飞15.49 美元/月的标准版会员订阅价。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24500000, "bbox": [[0.526, 0.186, 0.896, 0.198], [0.315, 0.204, 0.896, 0.217], [0.315, 0.223, 0.386, 0.235]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 638, "edu_l1_label": "IOS"}, {"txt": "与国内不同的是，女性用户占比高，且作家数量相对较少，产能有限，短剧成本也较高，付费价格高，竞争格局尚未形成，市场尚未完全打开。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24600000, "bbox": [[0.35, 0.26, 0.905, 0.272], [0.315, 0.278, 0.88, 0.291]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 639, "edu_l1_label": "IOS"}, {"txt": "目前，ReelShort 主要吸引的是女性用户，在美国安卓用户中，女性用户比例ReelShort 高达70%。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24600000, "bbox": [[0.88, 0.278, 0.897, 0.291], [0.315, 0.297, 0.896, 0.31], [0.315, 0.316, 0.485, 0.328]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 640, "edu_l1_label": "IOS"}, {"txt": "而根据《2022 快手短剧数据价值报告》数据显示，快手重度短剧用户中男女用户比例较为均衡，女性比例为53%，但男性用户呈现极高增长态势，80 后及以下年轻男性群体占比36.1%，领跑增速。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24600000, "bbox": [[0.485, 0.316, 0.896, 0.328], [0.315, 0.334, 0.896, 0.347], [0.315, 0.353, 0.844, 0.365]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 641, "edu_l1_label": "IOS"}, {"txt": "产能方面，截至2023 年10 月，起点国际培养了约40 万名海外网络作家，相较于国内2500 万的作者人数差距较大，上游产能仍待提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24600000, "bbox": [[0.844, 0.353, 0.896, 0.365], [0.315, 0.371, 0.896, 0.384], [0.315, 0.39, 0.756, 0.402]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 642, "edu_l1_label": "IOS"}, {"txt": "成本方面，国内短剧成本通常在10 万-30 万元之间，《无双》之类的精品短剧的制作成本大约在50 万左右；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24600000, "bbox": [[0.756, 0.39, 0.896, 0.402], [0.315, 0.408, 0.896, 0.421], [0.315, 0.427, 0.434, 0.439]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 643, "edu_l1_label": "IOS"}, {"txt": "海外方面，制作成本一般是国内短剧的2 倍以上。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24600000, "bbox": [[0.434, 0.427, 0.826, 0.439]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 644, "edu_l1_label": "IOS"}, {"txt": "同时，北美并不拥有国内小程序短剧成熟的投流条件和场景，导致海外短剧付费价格远高于其长视频和电影行业。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24600000, "bbox": [[0.826, 0.427, 0.896, 0.439], [0.315, 0.445, 0.896, 0.458], [0.315, 0.464, 0.544, 0.476]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 645, "edu_l1_label": "IOS"}, {"txt": "图表 45：ReelShort 官网页面及单集付费模式", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24700000, "bbox": [[0.085, 0.499, 0.447, 0.513]]}]}, "tags": ["figure_caption"], "label": "figure_title", "web_segment_id": 4, "global_sentence_id": 646, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 24800000, "bbox": [[0.081, 0.519, 0.926, 0.732]]}]}, "tags": 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{"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 26700000, "bbox": [[0.703, 0.036, 0.907, 0.05]]}]}, "tags": ["header"], "label": "O", "web_segment_id": -1, "global_sentence_id": 695, "edu_l1_label": "EDU_O"}, {"txt": "东方财富证券股份有限公司（以下简称“本公司”）具有中国证监会核准的证券投资咨询业务资格分析师申明：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 26800000, "bbox": [[0.08, 0.071, 0.844, 0.101]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 21, "global_sentence_id": 696, "edu_l1_label": "EDU_O"}, {"txt": "作者具有中国证券业协会授予的证券投资咨询执业资格或相当的专业胜任能力，保证报告所采用的数据均来自合规渠道，分析逻辑基于作者的职业理解，本报告清晰准确地反映了作者的研究观点，力求独立、客观和公正，结论不受任何第三方的授意或影响，特此声明。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 26900000, "bbox": [[0.084, 0.104, 0.917, 0.152]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 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"以报告发布日后的3到12个月内的公司股价（或行业指数）相对同期相关证券市场代表性指数的涨跌幅作为基准。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27100000, "bbox": [[0.082, 0.185, 0.917, 0.265]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 701, "edu_l1_label": "IOS"}, {"txt": "其中：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27100000, "bbox": [[0.082, 0.185, 0.917, 0.265]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 702, "edu_l1_label": "IOS"}, {"txt": "A股市场以沪深300指数为基准；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27100000, "bbox": [[0.082, 0.185, 0.917, 0.265]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 703, "edu_l1_label": "IOS"}, {"txt": "新三板市场以三板成指（针对协议转让标的）或三板做市指数（针对做市转让标的）为基准；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27100000, "bbox": [[0.082, 0.185, 0.917, 0.265]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 704, "edu_l1_label": "IOS"}, {"txt": "香港市场以恒生指数为基准；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27100000, "bbox": [[0.082, 0.185, 0.917, 0.265]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 705, "edu_l1_label": "IOS"}, {"txt": "美国市场以标普500指数为基准。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27100000, "bbox": [[0.082, 0.185, 0.917, 0.265]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 0, "global_sentence_id": 706, "edu_l1_label": "IOS"}, {"txt": "股票评级", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27200000, "bbox": 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"language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27600000, "bbox": [[0.083, 0.348, 0.596, 0.361]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 714, "edu_l1_label": "EDU_O"}, {"txt": "相对同期相关证券市场代表性指数涨幅介于-15%~-5%之间；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27600000, "bbox": [[0.083, 0.348, 0.596, 0.361]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 6, "global_sentence_id": 715, "edu_l1_label": "EDU_O"}, {"txt": "卖出：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 27700000, "bbox": [[0.083, 0.364, 0.512, 0.378]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 716, "edu_l1_label": "EDU_O"}, {"txt": "相对同期相关证券市场代表性指数跌幅15%以上。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": 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"label": "content", "web_segment_id": 16, "global_sentence_id": 720, "edu_l1_label": "EDU_O"}, {"txt": "中性：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28000000, "bbox": [[0.084, 0.428, 0.602, 0.443]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 721, "edu_l1_label": "EDU_O"}, {"txt": "相对同期相关证券市场代表性指数涨幅介于-10%~10%之间；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28000000, "bbox": [[0.084, 0.428, 0.602, 0.443]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 722, "edu_l1_label": "EDU_O"}, {"txt": "弱于大市：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28100000, "bbox": [[0.085, 0.444, 0.545, 0.46]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 723, "edu_l1_label": "EDU_O"}, {"txt": "相对同期相关证券市场代表性指数跌幅10%以上。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28100000, "bbox": [[0.085, 0.444, 0.545, 0.46]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 724, "edu_l1_label": "EDU_O"}, {"txt": "免责声明：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28200000, "bbox": [[0.084, 0.477, 0.166, 0.49]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 9, "global_sentence_id": 725, "edu_l1_label": "EDU_O"}, {"txt": "本研究报告由东方财富证券股份有限公司制作及在中华人民共和国（香港和澳门特别行政区、台湾省除外）发布。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28300000, "bbox": [[0.082, 0.492, 0.918, 0.522]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 726, "edu_l1_label": "EDU_O"}, {"txt": "本研究报告仅供本公司的客户使用。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28400000, "bbox": [[0.085, 0.526, 0.838, 0.542]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 23, "global_sentence_id": 727, "edu_l1_label": "EDU_O"}, {"txt": "本公司不会因接收人收到本报告而视其为本公司的当然客户。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28400000, "bbox": [[0.085, 0.526, 0.838, 0.542]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 23, "global_sentence_id": 728, "edu_l1_label": "EDU_O"}, {"txt": "本研究报告是基于本公司认为可靠的且目前已公开的信息撰写，本公司力求但不保证该信息的准确性和完整性，客户也不应该认为该信息是准确和完整的。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28500000, "bbox": [[0.084, 0.545, 0.917, 0.619]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 729, "edu_l1_label": "EDU_O"}, {"txt": "同时，本公司不保证文中观点或陈述不会发生任何变更，在不同时期，本公司可发出与本报告所载资料、意见及推测不一致的报告。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28500000, "bbox": [[0.084, 0.545, 0.917, 0.619]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 730, "edu_l1_label": "EDU_O"}, {"txt": "本公司会适时更新我们的研究，但可能会因某些规定而无法做到。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28500000, "bbox": [[0.084, 0.545, 0.917, 0.619]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 731, "edu_l1_label": "EDU_O"}, {"txt": "除了一些定期出版的报告之外，绝大多数研究报告是在分析师认为适当的时候不定期地发布。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28500000, "bbox": [[0.084, 0.545, 0.917, 0.619]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 2, "global_sentence_id": 732, "edu_l1_label": "EDU_O"}, {"txt": "在任何情况下，本报告中的信息或所表述的意见并不构成对任何人的投资建议，也没有考虑到个别客户特殊的投资目标、财务状况或需求。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28600000, "bbox": [[0.082, 0.621, 0.919, 0.685]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 733, "edu_l1_label": "EDU_O"}, {"txt": "客户应考虑本报告中的任何意见或建议是否符合其特定状况，若有必要应寻求专家意见。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28600000, "bbox": [[0.082, 0.621, 0.919, 0.685]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 734, "edu_l1_label": "EDU_O"}, {"txt": "本报告所载的资料、工具、意见及推测只提供给客户作参考之用，并非作为或被视为出售或购买证券或其他投资标的的邀请或向人作出邀请。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28600000, "bbox": [[0.082, 0.621, 0.919, 0.685]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 1, "global_sentence_id": 735, "edu_l1_label": "EDU_O"}, {"txt": "本报告中提及的投资价格和价值以及这些投资带来的收入可能会波动。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28700000, "bbox": [[0.084, 0.686, 0.915, 0.731]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 736, "edu_l1_label": "EDU_O"}, {"txt": "过去的表现并不代表未来的表现，未来的回报也无法保证，投资者可能会损失本金。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28700000, "bbox": [[0.084, 0.686, 0.915, 0.731]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 737, "edu_l1_label": "EDU_O"}, {"txt": "外汇汇率波动有可能对某些投资的价值或价格或来自这一投资的收入产生不良影响。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 28700000, "bbox": [[0.084, 0.686, 0.915, 0.731]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 738, "edu_l1_label": "EDU_O"}, {"txt": "那些涉及期货、期权及其它衍生工具的交易，因其包括重大的市场风险，因此并不适合所有投资者。", "language": 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# 短剧市场供需双驱，文化出海内外齐振 ## 1.市场概览 ### 1.1.发展历程：行业生态逐渐完整，加速进入主流视野 #### 起源阶段（2013-2018 年）：2013 年，优酷土豆推出迷你剧《万万没想到》拉开了短剧行业序幕，同时期各平台陆续推出不同短剧，剧集风格多以搞笑为主，数量较少，质量良莠不齐。 #### 萌芽阶段（2019-2020 年）：2019 年，快手推出“快手小剧场”“光合计划”开始尝试探索整合短剧赛道；2020 年末，国家广电总局在备案系统新增“网络微短剧”板块，从而将微短剧正式纳入视频剧集赛道，2020 年也因此被称为“网络微短剧元年”。 #### 成长阶段（2021-2022 年）： #### 爆发阶段（2023 年至今）：微短剧加速进入主流视野，大量不同题材的短剧不断涌现，多部剧集爆火。2023 年3 月，中国网络视听大会首次举行“微短剧行业发展论坛”；4 月，“2023 首都电视节目春推会”设置短剧创投板块。 ### 1.2.市场规模：政策推动繁荣发展，规模数量爆发增长 #### 政策推动行业高质量发展，各地方广电局积极响应。 #### 网络短剧市场规模快速增长。 #### 微短剧获许可证和上线数量快速上升。 ### 1.3.政策监管：强化内容平台监管，过审率仍处于低位 #### 持续加强内容审核监管。 #### 定期发布备案公示，网络微短剧过审率不足20%。 #### 各大平台积极响应，强化短剧管理。 ## 2.产业链 ### 短剧产业链： ### 2.1.IP和内容：版权内容储备丰富，衍生原创模式创新 #### 网络文学储备量丰富，IP改编微短剧2022年同比增长55%。 #### 各大平台争相布局上游IP内容。 #### 长短IP 结合，影视剧衍生短剧逐步发展。 ### 2.2.平台生态：各方平台加速入局，互联互通开放合作 #### 随着流量红利见顶，存量竞争时代，短剧快速发展，为影视制作行业带来了创新与变革，成为新的内容增量。 #### 流量互通，生态开放，打通最后一步。 #### 国资大厂加速入局，相继推出短剧APP。 ### 2.3.用户流量：新的流量聚集赛道，用户规模快速提升 #### 超半数短视频用户接触过微短剧。 #### 短视频平台短剧用户渗透率快速提升。 #### 短视频加速成为用户线上时间的主要聚集地，短剧用户规模超越部分中长视频平台。 #### 短剧行业迎来快速增长的“黄金时期”。 ## 3.商业模式 ### 3.1.商业模式：分账分销双向逻辑，广告付费模式探索 #### 市场上短剧主要包括横屏短剧、竖屏短剧和小程序短剧。 #### 投流营销为最大成本投入环节。 #### 短剧的盈利模式目前主要包括以营销为核心的广告收入，和以用户付费为核心的付费收入。 #### 各家视频平台相继推出或升级分账规则。 #### 小程序短剧整体更追求流量。 ### 3.2.免费付费：免费付费交错发展，营销开辟全新路径 #### 短剧应用一段时间内仍将依赖买量投放引流。 #### 参考与短剧行业相近的数字阅读行业（网络小说、漫画、有声读物等）经历了“免费-付费-免费”的发展历程。 #### 当前，数字阅读行业付费与非付费收入各占半壁江山。 #### 短剧开辟品牌营销新链路。 #### 单集价格高于长视频平台，会员价格则较低。 ## 4.发展趋势 ### 4.1.优质精品：长短视频破冰合作，产业上下资源整合 #### 长短视频破冰合作，整合资源优势叠加。 #### 除了平台之间的合作，众多影视制作大厂、知名IP、导演和演员也相继入局短剧赛道。 #### 优质短剧促进文化传播。 ### 4.2.人工智能：AI 大模型降本增效，文生视频生产迭代 #### AI 翻译+AI 辅助写作，效率加速提升。 #### 大模型密集发布，AI 视频里程碑式飞跃。 #### 生成式人工智能改变内容的生产方式和交互方式，一方面，大幅提升内容生产效率，生产方式从PGC到UGC再到AIGC；另一方面，影游界限逐步模糊，原有的人机互动升级为人“人”互动。 ### 4.3.短剧出海：网文铺垫用户情感，短剧出海空间广阔 #### 网文出海打下用户和情感基础，流量分配机制推动短剧迅速铺开。 #### 中式爽剧席卷欧美，ReelShort 爆火海外。 #### 与国内相同，ReelShort 依赖社交平台引流，采用单集付费模式，完整剧集解锁价格高于奈飞会员订阅价格。 #### 与国内不同的是，女性用户占比高，且作家数量相对较少，产能有限，短剧成本也较高，付费价格高，竞争格局尚未形成，市场尚未完全打开。 #### 多同类产品抢夺“出海”市场空间，竞争格局尚未完全形成。 ## 5.投资建议 ## 6.风险提示 ### 行业政策监管风险： ### 版权采集价格上涨的风险： ### 版权诉讼与盗版侵权风险： ### 行业竞争加剧风险： ### 短剧上线及表现不及预期：
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"/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[8]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "这种深厚的品牌积淀，使得外来的新品牌想要撬动消费者的信任，堪比虎口夺食。", "language": "chinese", "position": {"atoms": [{"position_id": 422, "txt": "这种深厚的品牌积淀，使得外来的新品牌想要撬动消费者的信任，堪比虎口夺食。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[8]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "供应链方面的挑战同样不容小觑。", "language": "chinese", "position": {"atoms": [{"position_id": 424, "txt": "供应链方面的挑战同样不容小觑。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[9]"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "欧洲对整车进口征收高额关税，如果中国车企继续沿用“国内生产+整车出口”的老路子，注定在价格上陷入被动处境。", "language": "chinese", "position": {"atoms": [{"position_id": 426, "txt": "欧洲对整车进口征收高额关税，如果中国车企继续沿用“国内生产+整车出口”的老路子，注定在价格上陷入被动处境。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "更棘手的是，欧洲本地组装厂的零部件本地化率要求也在不断提升，从过去的20%-30%，提高到如今的45%才能享受本地优惠，未来甚至可能继续上调。", "language": "chinese", "position": {"atoms": [{"position_id": 428, "txt": "更棘手的是，欧洲本地组装厂的零部件本地化率要求也在不断提升，从过去的20%-30%，提高到如今的45%才能享受本地优惠，未来甚至可能继续上调。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 17, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "这直接压缩了中国车企赖以生存的“供应链成本优势”，让原本“价格驱动”的中国汽车品牌在欧洲市场举步维艰。", "language": "chinese", "position": {"atoms": [{"position_id": 430, "txt": "这直接压缩了中国车企赖以生存的“供应链成本优势”，让原本“价格驱动”的中国汽车品牌在欧洲市场举步维艰。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "对于中国车企来说，如果无法突破“品牌认知”和“供应链本地化”这两大关键障碍，出海欧洲只会成为一个“伪命题”。", "language": "chinese", "position": {"atoms": [{"position_id": 432, "txt": "对于中国车企来说，如果无法突破“品牌认知”和“供应链本地化”这两大关键障碍，出海欧洲只会成为一个“伪命题”。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[13]"}]}, "tags": [], "label": "content", "web_segment_id": 19, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "驶入欧洲的中国汽车只会停留在仓库，而进入不了消费者的车库。", "language": "chinese", "position": {"atoms": [{"position_id": 434, "txt": "驶入欧洲的中国汽车只会停留在仓库，而进入不了消费者的车库。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 20, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "欧洲消费者买车：", "language": "chinese", "position": {"atoms": [{"position_id": 436, "txt": "欧洲消费者买车：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[1]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 21, "global_sentence_id": 27, "edu_l1_label": "BOS"}, {"txt": "要么看品牌，要么看科技", "language": "chinese", "position": {"atoms": [{"position_id": 437, "txt": "要么看品牌，要么看科技", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[1]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 21, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "“要么买百年老牌，要么为科技买单，才成立几年的没有颠覆性的公司，根本没人理。”", "language": "chinese", "position": {"atoms": [{"position_id": 439, "txt": "“要么买百年老牌，要么为科技买单，才成立几年的没有颠覆性的公司，根本没人理。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "在慕尼黑土生土长的Maximilian对亿欧汽车坦言。", "language": "chinese", "position": {"atoms": [{"position_id": 440, "txt": "在慕尼黑土生土长的Maximilian对亿欧汽车坦言。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "这句话道出了欧洲市场残酷的逻辑：", "language": "chinese", "position": {"atoms": [{"position_id": 442, "txt": "这句话道出了欧洲市场残酷的逻辑：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[16]"}]}, "tags": [], "label": "content", "web_segment_id": 23, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "品牌历史和技术颠覆是欧洲消费者做出购车决策时的核心考量因素。", "language": "chinese", "position": {"atoms": [{"position_id": 443, "txt": "品牌历史和技术颠覆是欧洲消费者做出购车决策时的核心考量因素。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[16]"}]}, "tags": [], "label": "content", "web_segment_id": 23, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "欧洲消费者对品牌有着极高的忠诚度。", "language": "chinese", "position": {"atoms": [{"position_id": 445, "txt": "欧洲消费者对品牌有着极高的忠诚度。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 24, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "他们要么选择拥有百年历史、象征着传统价值的奔驰、宝马、雷诺等品牌，要么选择特斯拉这种引领科技潮流的颠覆者。", "language": "chinese", "position": {"atoms": [{"position_id": 446, "txt": "他们要么选择拥有百年历史、象征着传统价值的奔驰、宝马、雷诺等品牌，要么选择特斯拉这种引领科技潮流的颠覆者。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 24, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "近年来，马斯克虽然在欧洲市场的品牌影响力有所下滑，给了其他品牌腾出了一部分市场空间，但要填补这个空间实非易事。", "language": "chinese", "position": {"atoms": [{"position_id": 448, "txt": "近年来，马斯克虽然在欧洲市场的品牌影响力有所下滑，给了其他品牌腾出了一部分市场空间，但要填补这个空间实非易事。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[18]"}]}, "tags": [], "label": "content", "web_segment_id": 25, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "因为前提是：", "language": "chinese", "position": {"atoms": [{"position_id": 450, "txt": "因为前提是：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "要么有强大的品牌历史背书，要么具备足够的技术创新实力，否则很难打动欧洲消费者的芳心。", "language": "chinese", "position": {"atoms": [{"position_id": 451, "txt": "要么有强大的品牌历史背书，要么具备足够的技术创新实力，否则很难打动欧洲消费者的芳心。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "“要是我有预算，我买车只考虑德国品牌，因为它们有百年历史，品质有保障，贵也是有原因的。”", "language": "chinese", "position": {"atoms": [{"position_id": 453, "txt": "“要是我有预算，我买车只考虑德国品牌，因为它们有百年历史，品质有保障，贵也是有原因的。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[20]"}]}, "tags": [], "label": "content", "web_segment_id": 27, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "另一位慕尼黑受访者Sophia如此告诉亿欧汽车，这也是大多数德国消费者的真实反馈。", "language": "chinese", "position": {"atoms": [{"position_id": 455, "txt": "另一位慕尼黑受访者Sophia如此告诉亿欧汽车，这也是大多数德国消费者的真实反馈。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[21]"}]}, "tags": [], "label": "content", "web_segment_id": 28, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "这种“老钱心态”在欧洲市场比比皆是。", "language": "chinese", "position": {"atoms": [{"position_id": 457, "txt": "这种“老钱心态”在欧洲市场比比皆是。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[22]"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "对于许多欧洲消费者而言，选择汽车不仅是购买一个交通工具，更是对品质、文化和历史的认同。", "language": "chinese", "position": {"atoms": [{"position_id": 459, "txt": "对于许多欧洲消费者而言，选择汽车不仅是购买一个交通工具，更是对品质、文化和历史的认同。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[23]"}]}, "tags": [], "label": "content", "web_segment_id": 30, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "奔驰、宝马、奥迪不仅仅是豪华品牌，更是德国精密制造、工匠精神和文化传承的象征。", "language": "chinese", "position": {"atoms": [{"position_id": 461, "txt": "奔驰、宝马、奥迪不仅仅是豪华品牌，更是德国精密制造、工匠精神和文化传承的象征。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[24]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "法国的雷诺、标致同样承载着法国人对本土工业的自豪感。", "language": "chinese", "position": {"atoms": [{"position_id": 462, "txt": "法国的雷诺、标致同样承载着法国人对本土工业的自豪感。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[24]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "这些品牌已经根植于欧洲人的文化基因中，新品牌想要打破这种认知，需要的远不止技术、产品，更需要时间和情感上的积淀。", "language": "chinese", "position": {"atoms": [{"position_id": 463, "txt": "这些品牌已经根植于欧洲人的文化基因中，新品牌想要打破这种认知，需要的远不止技术、产品，更需要时间和情感上的积淀。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[24]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "对于新品牌，尤其是来自中国的新能源品牌而言，欧洲市场注定是一场艰难的生存游戏。", "language": "chinese", "position": {"atoms": [{"position_id": 465, "txt": "对于新品牌，尤其是来自中国的新能源品牌而言，欧洲市场注定是一场艰难的生存游戏。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 32, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "首先，新品牌成立时间短，消费者担心企业无法持续经营，代理商和供应链合作伙伴也不愿冒险代理这些“缺乏历史背书”的品牌。", "language": "chinese", "position": {"atoms": [{"position_id": 467, "txt": "首先，新品牌成立时间短，消费者担心企业无法持续经营，代理商和供应链合作伙伴也不愿冒险代理这些“缺乏历史背书”的品牌。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[26]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "浙江大学博士、ATTC汽车技术产业研究院长郑康对亿欧汽车直言：", "language": "chinese", "position": {"atoms": [{"position_id": 469, "txt": "浙江大学博士、ATTC汽车技术产业研究院长郑康对亿欧汽车直言：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "“欧洲的代理商更愿意代理那些已经站稳脚跟的品牌，因为新品牌的变动风险太高。", "language": "chinese", "position": {"atoms": [{"position_id": 470, "txt": "“欧洲的代理商更愿意代理那些已经站稳脚跟的品牌，因为新品牌的变动风险太高。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "甚至在进行纽北赛道测试时，许多中国品牌所需的测试成本也远高于本地品牌。”", "language": "chinese", "position": {"atoms": [{"position_id": 471, "txt": "甚至在进行纽北赛道测试时，许多中国品牌所需的测试成本也远高于本地品牌。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "纽北赛道（Nürburgring）被誉为“全球最难的测试赛道”，是欧洲市场检验汽车性能的“终极考场”。", "language": "chinese", "position": {"atoms": [{"position_id": 473, "txt": "纽北赛道（Nürburgring）被誉为“全球最难的测试赛道”，是欧洲市场检验汽车性能的“终极考场”。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "一些中国品牌为了进入欧洲市场，不惜投入巨资进行纽北测试，但测试成本远高于本土品牌，这无疑增加了初期运营的资金压力。", "language": "chinese", "position": {"atoms": [{"position_id": 474, "txt": "一些中国品牌为了进入欧洲市场，不惜投入巨资进行纽北测试，但测试成本远高于本土品牌，这无疑增加了初期运营的资金压力。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "其次，欧洲消费者对车辆在设计、性能、环保等方面的标准极高。", "language": "chinese", "position": {"atoms": [{"position_id": 476, "txt": "其次，欧洲消费者对车辆在设计、性能、环保等方面的标准极高。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[30]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "中国车企不仅要面对产品端的技术挑战，还要加大研发投入，确保产品在操控性、安全性、环保标准等方面达到欧洲市场的严苛要求。", "language": "chinese", "position": {"atoms": [{"position_id": 478, "txt": "中国车企不仅要面对产品端的技术挑战，还要加大研发投入，确保产品在操控性、安全性、环保标准等方面达到欧洲市场的严苛要求。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 38, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "更现实的问题是，进入欧洲市场的综合成本极高。", "language": "chinese", "position": {"atoms": [{"position_id": 480, "txt": "更现实的问题是，进入欧洲市场的综合成本极高。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[32]"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "本地化生产的投入：", "language": "chinese", "position": {"atoms": [{"position_id": 482, "txt": "本地化生产的投入：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": " 建立欧洲工厂或组装厂，需要投入巨额资金。", "language": "chinese", "position": {"atoms": [{"position_id": 483, "txt": " 建立欧洲工厂或组装厂，需要投入巨额资金。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "营销渠道的构建：", "language": "chinese", "position": {"atoms": [{"position_id": 485, "txt": "营销渠道的构建：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": " 建立品牌知名度和销售网络，是一个需要长期投入的过程。", "language": "chinese", "position": {"atoms": [{"position_id": 486, "txt": " 建立品牌知名度和销售网络，是一个需要长期投入的过程。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "售后服务体系的搭建：", "language": "chinese", "position": {"atoms": [{"position_id": 488, "txt": "售后服务体系的搭建：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": " 售后服务是品牌在欧洲市场能否赢得用户信任的关键，一旦服务跟不上，品牌信誉将大打折扣。", "language": "chinese", "position": {"atoms": [{"position_id": 489, "txt": " 售后服务是品牌在欧洲市场能否赢得用户信任的关键，一旦服务跟不上，品牌信誉将大打折扣。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "这些因素叠加在一起，让新品牌在欧洲市场的前期投入非常巨大，稍有不慎便可能折戟沉沙。", "language": "chinese", "position": {"atoms": [{"position_id": 491, "txt": "这些因素叠加在一起，让新品牌在欧洲市场的前期投入非常巨大，稍有不慎便可能折戟沉沙。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "进入欧洲市场前，先交“过路费”", "language": "chinese", "position": {"atoms": [{"position_id": 493, "txt": "进入欧洲市场前，先交“过路费”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[2]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 44, "global_sentence_id": 62, "edu_l1_label": "BOS"}, {"txt": "欧洲的供应链非常成熟，而怎么定义这个成熟呢？", "language": "chinese", "position": {"atoms": [{"position_id": 495, "txt": "欧洲的供应链非常成熟，而怎么定义这个成熟呢？", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "一家4S店，从老板的爷爷时代就在和本土汽车品牌长期合作了，新品牌打破长达三代人的信任关系难如登天。", "language": "chinese", "position": {"atoms": [{"position_id": 497, "txt": "一家4S店，从老板的爷爷时代就在和本土汽车品牌长期合作了，新品牌打破长达三代人的信任关系难如登天。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[38]"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "这使得中国品牌在欧洲建立汽车供应链，常常面临“隐形成本”。", "language": "chinese", "position": {"atoms": [{"position_id": 499, "txt": "这使得中国品牌在欧洲建立汽车供应链，常常面临“隐形成本”。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "亿欧汽车了解到，某中国整车厂曾在2023年投入重金，与一家欧洲本地代理商达成合作，试图借助本地代理商的渠道打开市场。", "language": "chinese", "position": {"atoms": [{"position_id": 501, "txt": "亿欧汽车了解到，某中国整车厂曾在2023年投入重金，与一家欧洲本地代理商达成合作，试图借助本地代理商的渠道打开市场。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[40]"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "但是，这家中国车企最终只能被安排在一个边缘的4S店，几乎没有市场资源的支持。", "language": "chinese", "position": {"atoms": [{"position_id": 502, "txt": "但是，这家中国车企最终只能被安排在一个边缘的4S店，几乎没有市场资源的支持。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[40]"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "除了挨宰认栽，中国车企别无他法。", "language": "chinese", "position": {"atoms": [{"position_id": 504, "txt": "除了挨宰认栽，中国车企别无他法。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "在慕尼黑时，郑康曾专门前往了一家代理中国汽车品牌的4S店，结果却大失所望。", "language": "chinese", "position": {"atoms": [{"position_id": 506, "txt": "在慕尼黑时，郑康曾专门前往了一家代理中国汽车品牌的4S店，结果却大失所望。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "这家店位于一个偏僻的乡村地区，远离主流商圈，地理位置本就极为不利。", "language": "chinese", "position": {"atoms": [{"position_id": 508, "txt": "这家店位于一个偏僻的乡村地区，远离主流商圈，地理位置本就极为不利。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "更让人诧异的是，当郑康进入店内，想要了解这家中国品牌的车型时，哪怕是以中国人的身份去询问，店内的销售人员毫无热情，甚至表现出明显的冷淡态度。", "language": "chinese", "position": {"atoms": [{"position_id": 509, "txt": "更让人诧异的是，当郑康进入店内，想要了解这家中国品牌的车型时，哪怕是以中国人的身份去询问，店内的销售人员毫无热情，甚至表现出明显的冷淡态度。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "“我们本以为，在欧洲销售中国品牌的门店，看到中国消费者来询问，多少会有些热情和期待。", "language": "chinese", "position": {"atoms": [{"position_id": 511, "txt": "“我们本以为，在欧洲销售中国品牌的门店，看到中国消费者来询问，多少会有些热情和期待。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[44]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "但现实是，店里的销售人员连正眼都懒得看我们，显然对这款车完全不感兴趣。”", "language": "chinese", "position": {"atoms": [{"position_id": 512, "txt": "但现实是，店里的销售人员连正眼都懒得看我们，显然对这款车完全不感兴趣。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[44]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "郑康失落地表示。", "language": "chinese", "position": {"atoms": [{"position_id": 513, "txt": "郑康失落地表示。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[44]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "郑康所遇，并非个例。", "language": "chinese", "position": {"atoms": [{"position_id": 515, "txt": "郑康所遇，并非个例。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "许多中国车企在进入欧洲市场时，都试图通过与本地代理商合作来实现快速突破，结果却事与愿违。", "language": "chinese", "position": {"atoms": [{"position_id": 517, "txt": "许多中国车企在进入欧洲市场时，都试图通过与本地代理商合作来实现快速突破，结果却事与愿违。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "欧洲的代理商并不愿意轻易接受新品牌，尤其是那些缺乏市场认知和用户信任的新兴品牌。", "language": "chinese", "position": {"atoms": [{"position_id": 518, "txt": "欧洲的代理商并不愿意轻易接受新品牌，尤其是那些缺乏市场认知和用户信任的新兴品牌。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/15Xp4245qF5BN1miW4xAFSA.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 314, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/15Xp4245qF5BN1miW4xAFSA.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[47]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 55, "global_sentence_id": 78, "edu_l1_label": "EDU_O"}, {"txt": "路透社关于欧盟本地化政策的新闻截图，来源：", "language": "chinese", "position": {"atoms": [{"position_id": 520, "txt": "路透社关于欧盟本地化政策的新闻截图，来源：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[48]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 56, "global_sentence_id": 79, "edu_l1_label": "EDU_O"}, {"txt": "路透社", "language": "chinese", "position": {"atoms": [{"position_id": 521, "txt": "路透社", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[48]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 56, "global_sentence_id": 80, "edu_l1_label": "EDU_O"}, {"txt": "2025年3月，欧盟计划出台一项针对电动车制造的全新措施：", "language": "chinese", "position": {"atoms": [{"position_id": 523, "txt": "2025年3月，欧盟计划出台一项针对电动车制造的全新措施：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "动力电池等核心零部件，必须满足一定的本土化生产的比例。", "language": "chinese", "position": {"atoms": [{"position_id": 524, "txt": "动力电池等核心零部件，必须满足一定的本土化生产的比例。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "这相当于给中国汽车品牌设了一条更高的“生死线”，当新规出台后，如果供应链本地化比例达不到标准，不仅会面临更高的关税，甚至可能直接失去市场准入资格。", "language": "chinese", "position": {"atoms": [{"position_id": 526, "txt": "这相当于给中国汽车品牌设了一条更高的“生死线”，当新规出台后，如果供应链本地化比例达不到标准，不仅会面临更高的关税，甚至可能直接失去市场准入资格。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "对于新品牌而言，这无疑是雪上加霜。", "language": "chinese", "position": {"atoms": [{"position_id": 528, "txt": "对于新品牌而言，这无疑是雪上加霜。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "供应链本地化本就意味着巨大的时间和资金投入，而新规的实施将进一步压缩新品牌的容错空间，让本就稀缺的资源更加紧张。", "language": "chinese", "position": {"atoms": [{"position_id": 530, "txt": "供应链本地化本就意味着巨大的时间和资金投入，而新规的实施将进一步压缩新品牌的容错空间，让本就稀缺的资源更加紧张。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[52]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "“我们更愿意代理那些已经站稳脚跟的品牌，因为新品牌的变动风险太高。”", "language": "chinese", "position": {"atoms": [{"position_id": 532, "txt": "“我们更愿意代理那些已经站稳脚跟的品牌，因为新品牌的变动风险太高。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[53]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "一位在德国慕尼黑经营了70多年4S店的欧洲代理商Sebastian如此告诉亿欧汽车。", "language": "chinese", "position": {"atoms": [{"position_id": 533, "txt": "一位在德国慕尼黑经营了70多年4S店的欧洲代理商Sebastian如此告诉亿欧汽车。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[53]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "大多数欧洲代理商在选择新品牌时显得格外谨慎。", "language": "chinese", "position": {"atoms": [{"position_id": 535, "txt": "大多数欧洲代理商在选择新品牌时显得格外谨慎。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "他们宁愿继续代理那些市场认知度高、风险更可控的老牌车企，也不愿冒险押注中国品牌。", "language": "chinese", "position": {"atoms": [{"position_id": 537, "txt": "他们宁愿继续代理那些市场认知度高、风险更可控的老牌车企，也不愿冒险押注中国品牌。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "代理商的顾虑并非没有道理，因为一旦代理新品牌出现产品质量或售后服务问题，不仅会拖累代理商数十年积累的口碑，甚至可能让代理商的本地信誉体系“瞬间崩塌”。", "language": "chinese", "position": {"atoms": [{"position_id": 538, "txt": "代理商的顾虑并非没有道理，因为一旦代理新品牌出现产品质量或售后服务问题，不仅会拖累代理商数十年积累的口碑，甚至可能让代理商的本地信誉体系“瞬间崩塌”。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "进入欧洲市场的成本远不止销售和营销，更大的“隐形成本”藏在测试与认证环节中。", "language": "chinese", "position": {"atoms": [{"position_id": 540, "txt": "进入欧洲市场的成本远不止销售和营销，更大的“隐形成本”藏在测试与认证环节中。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "更令人意外的是，一些看似基础的问题，也成为了中国汽车品牌在欧洲市场的“绊脚石”。", "language": "chinese", "position": {"atoms": [{"position_id": 542, "txt": "更令人意外的是，一些看似基础的问题，也成为了中国汽车品牌在欧洲市场的“绊脚石”。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[57]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "充电桩标准不兼容、接口设计不符、售后体系无法联通……", "language": "chinese", "position": {"atoms": [{"position_id": 544, "txt": "充电桩标准不兼容、接口设计不符、售后体系无法联通……", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "这些看似微不足道的细节，却严重影响了车辆的落地效率。", "language": "chinese", "position": {"atoms": [{"position_id": 545, "txt": "这些看似微不足道的细节，却严重影响了车辆的落地效率。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "“某些知名品牌拿着样车到欧洲进行道路测试，结果到了充电站才发现插头根本不匹配。", "language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "“某些知名品牌拿着样车到欧洲进行道路测试，结果到了充电站才发现插头根本不匹配。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[59]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "这种低级失误不仅耽误了测试进度，还让品牌在本地合作伙伴面前丢了面子。", "language": "chinese", "position": {"atoms": [{"position_id": 548, "txt": "这种低级失误不仅耽误了测试进度，还让品牌在本地合作伙伴面前丢了面子。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[59]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "更夸张的是，在欧洲做上路测试和认证的费用，是中国市场的几倍。", "language": "chinese", "position": {"atoms": [{"position_id": 549, "txt": "更夸张的是，在欧洲做上路测试和认证的费用，是中国市场的几倍。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[59]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "结果因为流程不熟、标准不清，最后反而多花了冤枉钱。”", "language": "chinese", "position": {"atoms": [{"position_id": 550, "txt": "结果因为流程不熟、标准不清，最后反而多花了冤枉钱。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[59]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "欧洲市场对车辆认证和道路测试有着极为严苛的要求，尤其是像纽北赛道 这样的测试场地，虽然是全球汽车制造商争相挑战的“终极考场”，但对于中国品牌而言，却是一项高成本、高风险的挑战。", "language": "chinese", "position": {"atoms": [{"position_id": 552, "txt": "欧洲市场对车辆认证和道路测试有着极为严苛的要求，尤其是像纽北赛道 这样的测试场地，虽然是全球汽车制造商争相挑战的“终极考场”，但对于中国品牌而言，却是一项高成本、高风险的挑战。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[60]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "即便中国品牌选择在欧洲设厂，也不意味着供应链问题就迎刃而解。", "language": "chinese", "position": {"atoms": [{"position_id": 554, "txt": "即便中国品牌选择在欧洲设厂，也不意味着供应链问题就迎刃而解。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[61]"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "设厂只是迈出了本地化的第一步，更大的挑战在于供应链整合和管理。", "language": "chinese", "position": {"atoms": [{"position_id": 555, "txt": "设厂只是迈出了本地化的第一步，更大的挑战在于供应链整合和管理。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[61]"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "首先，中国品牌对欧洲供应商网络的熟悉度远远不够，导致零部件的交付经常出现延误。", "language": "chinese", "position": {"atoms": [{"position_id": 557, "txt": "首先，中国品牌对欧洲供应商网络的熟悉度远远不够，导致零部件的交付经常出现延误。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": " 欧洲的供应商体系复杂，交付周期长，任何一个环节出问题，都可能影响整车的生产进度。", "language": "chinese", "position": {"atoms": [{"position_id": 558, "txt": " 欧洲的供应商体系复杂，交付周期长，任何一个环节出问题，都可能影响整车的生产进度。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "其次，跨国库存分布的复杂性，也让库存管理的难度和成本大幅提升。", "language": "chinese", "position": {"atoms": [{"position_id": 560, "txt": "其次，跨国库存分布的复杂性，也让库存管理的难度和成本大幅提升。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": " 为了缩短交付时间，中国品牌往往需要在多个国家建立库存，这不仅加大了物流管理的复杂性，也大幅提升了运营成本。", "language": "chinese", "position": {"atoms": [{"position_id": 561, "txt": " 为了缩短交付时间，中国品牌往往需要在多个国家建立库存，这不仅加大了物流管理的复杂性，也大幅提升了运营成本。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "最后，生产组织效率难以快速复制中国经验。", "language": "chinese", "position": {"atoms": [{"position_id": 563, "txt": "最后，生产组织效率难以快速复制中国经验。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": " 在中国积累的柔性生产、供应链整合等经验，在欧洲市场并不完全适用，导致生产组织效率难以达到预期。", "language": "chinese", "position": {"atoms": [{"position_id": 564, "txt": " 在中国积累的柔性生产、供应链整合等经验，在欧洲市场并不完全适用，导致生产组织效率难以达到预期。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "可以肯定的是，很多中国品牌在欧洲设厂后才发现，生产效率比国内低了一大截，供应链成本却高了不少。", "language": "chinese", "position": {"atoms": [{"position_id": 566, "txt": "可以肯定的是，很多中国品牌在欧洲设厂后才发现，生产效率比国内低了一大截，供应链成本却高了不少。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[65]"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "设厂只是个开始，真正的难题在后面。", "language": "chinese", "position": {"atoms": [{"position_id": 568, "txt": "设厂只是个开始，真正的难题在后面。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[66]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "科技不保值，欧洲市场正在对特斯拉说“不”", "language": "chinese", "position": {"atoms": [{"position_id": 570, "txt": "科技不保值，欧洲市场正在对特斯拉说“不”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[3]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 75, "global_sentence_id": 110, "edu_l1_label": "BOS"}, {"txt": "在欧洲，二手车市场的成熟度远超大多数人的想象，这对新车价格形成了天然的“价格天花板”。", "language": "chinese", "position": {"atoms": [{"position_id": 572, "txt": "在欧洲，二手车市场的成熟度远超大多数人的想象，这对新车价格形成了天然的“价格天花板”。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[67]"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "欧洲消费者购车时，绝不仅仅关注新车的配置和价格，更在意这辆车未来的“保值率”。", "language": "chinese", "position": {"atoms": [{"position_id": 574, "txt": "欧洲消费者购车时，绝不仅仅关注新车的配置和价格，更在意这辆车未来的“保值率”。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[68]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "“买车时考虑的，不只是当下的花销，更在意的是三年后这车还能卖多少钱。”", "language": "chinese", "position": {"atoms": [{"position_id": 576, "txt": "“买车时考虑的，不只是当下的花销，更在意的是三年后这车还能卖多少钱。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[69]"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "一位德国的准车主对亿欧汽车说出了自己的心声。", "language": "chinese", "position": {"atoms": [{"position_id": 577, "txt": "一位德国的准车主对亿欧汽车说出了自己的心声。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[69]"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "这种“买车=投资”的消费观念，使得欧洲消费者在选购新车时，往往对二手车价格波动格外敏感。", "language": "chinese", "position": {"atoms": [{"position_id": 579, "txt": "这种“买车=投资”的消费观念，使得欧洲消费者在选购新车时，往往对二手车价格波动格外敏感。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[70]"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "前文提到，特斯拉在欧洲市场的品牌信任度波动，不仅与地缘政治有关，更直接的原因是其“价格体系的不稳定”。", "language": "chinese", "position": {"atoms": [{"position_id": 581, "txt": "前文提到，特斯拉在欧洲市场的品牌信任度波动，不仅与地缘政治有关，更直接的原因是其“价格体系的不稳定”。", "x": 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"global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "这不仅让持有特斯拉的车主感到“割肉”，也让潜在消费者在做购车时变得更加谨慎。", "language": "chinese", "position": {"atoms": [{"position_id": 585, "txt": "这不仅让持有特斯拉的车主感到“割肉”，也让潜在消费者在做购车时变得更加谨慎。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "“你不会花5万欧元买一辆第二年就只值3万的车。”", "language": "chinese", "position": {"atoms": [{"position_id": 587, "txt": "“你不会花5万欧元买一辆第二年就只值3万的车。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[73]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "一位英国的特斯拉车主对亿欧汽车抱怨道：", "language": "chinese", "position": {"atoms": [{"position_id": 588, "txt": "一位英国的特斯拉车主对亿欧汽车抱怨道：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[73]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "“买特斯拉就像在玩股市，涨跌全靠马斯克心情。”", "language": "chinese", "position": {"atoms": [{"position_id": 589, "txt": "“买特斯拉就像在玩股市，涨跌全靠马斯克心情。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[73]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "这种对残值的不信任，让越来越多的消费者开始转向那些更具保值率、价格更稳定的品牌。", "language": "chinese", "position": {"atoms": [{"position_id": 591, "txt": "这种对残值的不信任，让越来越多的消费者开始转向那些更具保值率、价格更稳定的品牌。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[74]"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "对于欧洲消费者而言，购买电动车的决策，不仅是一笔“当下的支出”，更是一次“长期使用成本”的博弈。", "language": "chinese", "position": {"atoms": [{"position_id": 593, "txt": "对于欧洲消费者而言，购买电动车的决策，不仅是一笔“当下的支出”，更是一次“长期使用成本”的博弈。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "“买电动车，不只是买一个出行工具，更是在买一个未来的‘价格预期’。”", "language": "chinese", "position": {"atoms": [{"position_id": 595, "txt": "“买电动车，不只是买一个出行工具，更是在买一个未来的‘价格预期’。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[76]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "德国柏林的电车消费者Antoine接受亿欧汽车采访时坦言，他选择放弃购买特斯拉，就是因为担心频繁降价导致的资产贬值。", "language": "chinese", "position": {"atoms": [{"position_id": 597, "txt": "德国柏林的电车消费者Antoine接受亿欧汽车采访时坦言，他选择放弃购买特斯拉，就是因为担心频繁降价导致的资产贬值。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[77]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "他补充道：", "language": "chinese", "position": {"atoms": [{"position_id": 598, "txt": "他补充道：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[77]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "“电动车的残值和维护成本一样重要，如果我不知道它两年后还能值多少钱，那我宁愿选择其他更靠谱的品牌。”", "language": "chinese", "position": {"atoms": [{"position_id": 599, "txt": "“电动车的残值和维护成本一样重要，如果我不知道它两年后还能值多少钱，那我宁愿选择其他更靠谱的品牌。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[77]"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "长期来看，保值率已经成为影响欧洲消费者购车决策的重要因素。", "language": "chinese", "position": {"atoms": [{"position_id": 601, "txt": "长期来看，保值率已经成为影响欧洲消费者购车决策的重要因素。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[78]"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": " 如果一个品牌无法稳定市场价格，消费者对该品牌的忠诚度也会迅速崩塌。", "language": "chinese", "position": {"atoms": [{"position_id": 602, "txt": " 如果一个品牌无法稳定市场价格，消费者对该品牌的忠诚度也会迅速崩塌。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[78]"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "与特斯拉形成鲜明对比的是现代IONIQ 7的成功策略，这是一场建立在“长期品牌投入+终生保修体系”基础上的反击战。", "language": "chinese", "position": {"atoms": [{"position_id": 604, "txt": "与特斯拉形成鲜明对比的是现代IONIQ 7的成功策略，这是一场建立在“长期品牌投入+终生保修体系”基础上的反击战。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[79]"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "现代汽车并非一夜之间在欧洲市场翻身。", "language": "chinese", "position": {"atoms": [{"position_id": 606, "txt": "现代汽车并非一夜之间在欧洲市场翻身。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[80]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "从最初的“低端韩系”到如今的“质量可靠、性价比高”的新标签，现代汽车正是用了整整十年的时间，不断深耕欧洲市场，才取得了欧洲消费的信任。", "language": "chinese", "position": {"atoms": [{"position_id": 607, "txt": "从最初的“低端韩系”到如今的“质量可靠、性价比高”的新标签，现代汽车正是用了整整十年的时间，不断深耕欧洲市场，才取得了欧洲消费的信任。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[80]"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "在这个过程中，现代汽车采取了“Lifetime Warranty（终生保修）”这一策略，不仅增强了用户的信任感，还直接降低了消费者对电动车长期使用成本的顾虑。", "language": "chinese", "position": {"atoms": [{"position_id": 609, "txt": "在这个过程中，现代汽车采取了“Lifetime Warranty（终生保修）”这一策略，不仅增强了用户的信任感，还直接降低了消费者对电动车长期使用成本的顾虑。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[81]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "买现代，不用担心几年后维修费用暴涨，也不用担心二手车价格崩塌。", "language": "chinese", "position": {"atoms": [{"position_id": 610, "txt": "买现代，不用担心几年后维修费用暴涨，也不用担心二手车价格崩塌。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[81]"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "现代汽车的成功正是对特斯拉策略的有力反击：", "language": "chinese", "position": {"atoms": [{"position_id": 612, "txt": "现代汽车的成功正是对特斯拉策略的有力反击：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[82]"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "欧洲消费者不再单纯为“技术领先”买单，而更看重“价格稳定性”和“长期保值率”。", "language": "chinese", "position": {"atoms": [{"position_id": 613, "txt": "欧洲消费者不再单纯为“技术领先”买单，而更看重“价格稳定性”和“长期保值率”。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[82]"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "相比之下，特斯拉虽然在技术层面仍然遥遥领先，但由于售后体系的不完善、高昂的维修费用以及频繁降价带来的残值风险，逐渐拉低了欧洲消费者对其品牌的满意度。", "language": "chinese", "position": {"atoms": [{"position_id": 615, "txt": "相比之下，特斯拉虽然在技术层面仍然遥遥领先，但由于售后体系的不完善、高昂的维修费用以及频繁降价带来的残值风险，逐渐拉低了欧洲消费者对其品牌的满意度。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[83]"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4yAk2h3cP8kj2EDIIy2Km57q.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 353, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4yAk2h3cP8kj2EDIIy2Km57q.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[84]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 93, "global_sentence_id": 139, "edu_l1_label": "EDU_O"}, {"txt": "“科技是加分项，但价格稳定才是关键因素。”", "language": "chinese", "position": {"atoms": [{"position_id": 617, "txt": "“科技是加分项，但价格稳定才是关键因素。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "来自德国的新能源车主Luca告诉亿欧汽车：", "language": "chinese", "position": {"atoms": [{"position_id": 619, "txt": "来自德国的新能源车主Luca告诉亿欧汽车：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[86]"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "“开一辆技术领先的车固然令人兴奋，但如果它一年后贬值一半，这份兴奋感很快就会消失。”", "language": "chinese", "position": {"atoms": [{"position_id": 620, "txt": "“开一辆技术领先的车固然令人兴奋，但如果它一年后贬值一半，这份兴奋感很快就会消失。”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[86]"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "卷不动价格，就卷服务、卷时间、卷信任", "language": "chinese", "position": {"atoms": [{"position_id": 622, "txt": "卷不动价格，就卷服务、卷时间、卷信任", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[4]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 96, "global_sentence_id": 143, "edu_l1_label": "BOS"}, {"txt": "在亿欧汽车看来，看清方向比盲目努力更重要，纯电（BEV）才是王道，PHEV适合小而精的企业", "language": "chinese", "position": {"atoms": [{"position_id": 624, "txt": "在亿欧汽车看来，看清方向比盲目努力更重要，纯电（BEV）才是王道，PHEV适合小而精的企业", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[87]"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "对于想要在欧洲市场站稳脚跟的中国车企而言，明确战略方向、做好长期准备，是打开这扇大门的唯一选择。", "language": "chinese", "position": {"atoms": [{"position_id": 626, "txt": "对于想要在欧洲市场站稳脚跟的中国车企而言，明确战略方向、做好长期准备，是打开这扇大门的唯一选择。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[88]"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": "亿欧汽车建议，中国车企必须聚焦BEV，别再在PHEV上纠结和浪费资源了。", "language": "chinese", "position": {"atoms": [{"position_id": 628, "txt": "亿欧汽车建议，中国车企必须聚焦BEV，别再在PHEV上纠结和浪费资源了。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[89]"}]}, "tags": [], "label": "content", "web_segment_id": 99, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "欧盟已经明确提出2035年全面禁售燃油车，PHEV只是一个“过渡产品”，注定不会是欧洲市场的主流。", "language": "chinese", "position": {"atoms": [{"position_id": 630, "txt": "欧盟已经明确提出2035年全面禁售燃油车，PHEV只是一个“过渡产品”，注定不会是欧洲市场的主流。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[90]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "特斯拉的成功早已证明：", "language": "chinese", "position": {"atoms": [{"position_id": 631, "txt": "特斯拉的成功早已证明：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[90]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "专注纯电BEV技术，才是赢得市场的关键。", "language": "chinese", "position": {"atoms": [{"position_id": 632, "txt": "专注纯电BEV技术，才是赢得市场的关键。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[90]"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": "通过Model 3和Model Y，特斯拉不仅占领了欧洲BEV市场的半壁江山，也在用户心智中成功绑定了“电动出行”的未来图景。", "language": "chinese", "position": {"atoms": [{"position_id": 634, "txt": "通过Model 3和Model Y，特斯拉不仅占领了欧洲BEV市场的半壁江山，也在用户心智中成功绑定了“电动出行”的未来图景。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[91]"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": "相比之下，中国车企在BEV领域拥有巨大的成本优势和技术储备。", "language": "chinese", "position": {"atoms": [{"position_id": 636, "txt": "相比之下，中国车企在BEV领域拥有巨大的成本优势和技术储备。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[92]"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": "动力电池、智能座舱、自动驾驶这些关键领域，中国企业不仅起步早，而且在成本控制、技术成熟度上远超欧洲本土车企。", "language": "chinese", "position": {"atoms": [{"position_id": 638, "txt": "动力电池、智能座舱、自动驾驶这些关键领域，中国企业不仅起步早，而且在成本控制、技术成熟度上远超欧洲本土车企。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[93]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "真正的问题是，如何把这种技术优势变成品牌优势，在欧洲消费者心中树立起一个“高端、智能、环保”的品牌形象。", "language": "chinese", "position": {"atoms": [{"position_id": 639, "txt": "真正的问题是，如何把这种技术优势变成品牌优势，在欧洲消费者心中树立起一个“高端、智能、环保”的品牌形象。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[93]"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "其次，本地化是中国车企“留在欧洲”的生命线。", "language": "chinese", "position": {"atoms": [{"position_id": 641, "txt": "其次，本地化是中国车企“留在欧洲”的生命线。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[94]"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "极星（Polestar） 的模式值得中国车企参考——总部设在瑞典哥德堡，研发、设计团队均为欧洲本地人才，完全符合欧洲市场的审美与用户需求。", "language": "chinese", "position": {"atoms": [{"position_id": 643, "txt": "极星（Polestar） 的模式值得中国车企参考——总部设在瑞典哥德堡，研发、设计团队均为欧洲本地人才，完全符合欧洲市场的审美与用户需求。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[95]"}]}, "tags": [], "label": "content", "web_segment_id": 105, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "而生产环节则依托中国工厂，充分利用中国供应链的成本优势，在保证质量的前提下，将价格控制到最优水平。", "language": "chinese", "position": {"atoms": [{"position_id": 644, "txt": "而生产环节则依托中国工厂，充分利用中国供应链的成本优势，在保证质量的前提下，将价格控制到最优水平。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[95]"}]}, "tags": [], "label": "content", "web_segment_id": 105, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "这种“欧洲设计+中国制造”的模式，既降低了生产成本，又符合欧洲消费者的心理预期，成功打破了欧洲市场对“中资品牌”的刻板印象。", "language": "chinese", "position": {"atoms": [{"position_id": 645, "txt": "这种“欧洲设计+中国制造”的模式，既降低了生产成本，又符合欧洲消费者的心理预期，成功打破了欧洲市场对“中资品牌”的刻板印象。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[95]"}]}, "tags": [], "label": "content", "web_segment_id": 105, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "不过，极星的成功并不意味着所有中国品牌都需要走同样的路线。", "language": "chinese", "position": {"atoms": [{"position_id": 647, "txt": "不过，极星的成功并不意味着所有中国品牌都需要走同样的路线。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[96]"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": "亿欧汽车建议，中国车企可以根据自身的定位选择不同的本地化策略：", "language": "chinese", "position": {"atoms": [{"position_id": 649, "txt": "亿欧汽车建议，中国车企可以根据自身的定位选择不同的本地化策略：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[97]"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "在欧洲建立设计与研发中心，加强对当地消费者需求的洞察和理解；", "language": "chinese", "position": {"atoms": [{"position_id": 651, "txt": "在欧洲建立设计与研发中心，加强对当地消费者需求的洞察和理解；", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[98]"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "通过与本土代理商合作，构建本地化销售与售后服务网络，缩短消费者与品牌之间的信任距离。", "language": "chinese", "position": {"atoms": [{"position_id": 653, "txt": "通过与本土代理商合作，构建本地化销售与售后服务网络，缩短消费者与品牌之间的信任距离。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[99]"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "品牌认知是中国车企在欧洲最大的短板。", "language": "chinese", "position": {"atoms": [{"position_id": 655, "txt": "品牌认知是中国车企在欧洲最大的短板。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[100]"}]}, "tags": [], "label": "content", "web_segment_id": 110, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "极星能够迅速打开市场，很大程度上是因为它背后有沃尔沃和吉利的强大背书。", "language": "chinese", "position": {"atoms": [{"position_id": 657, "txt": "极星能够迅速打开市场，很大程度上是因为它背后有沃尔沃和吉利的强大背书。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[101]"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "对于尚未建立起品牌影响力的中国车企而言，要想在欧洲市场撕开口子，必须通过文化认同与品牌曝光来培养用户粘性。", "language": "chinese", "position": {"atoms": [{"position_id": 658, "txt": "对于尚未建立起品牌影响力的中国车企而言，要想在欧洲市场撕开口子，必须通过文化认同与品牌曝光来培养用户粘性。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[101]"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "在这一点上，参与本地文化、赞助体育赛事、支持环保公益项目，都是打入欧洲市场的重要手段。", "language": "chinese", "position": {"atoms": [{"position_id": 660, "txt": "在这一点上，参与本地文化、赞助体育赛事、支持环保公益项目，都是打入欧洲市场的重要手段。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[102]"}]}, "tags": [], "label": "content", "web_segment_id": 112, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "极星通过参与Formula E电动方程式赛事，将自己与“电动未来”成功绑定，让欧洲消费者将其与科技、环保划上等号。", "language": "chinese", "position": {"atoms": [{"position_id": 662, "txt": "极星通过参与Formula E电动方程式赛事，将自己与“电动未来”成功绑定，让欧洲消费者将其与科技、环保划上等号。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[103]"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "中国车企同样可以通过类似的方式，让品牌逐步渗透到欧洲消费者的日常生活中，从而实现品牌认知的破冰。", "language": "chinese", "position": {"atoms": [{"position_id": 663, "txt": "中国车企同样可以通过类似的方式，让品牌逐步渗透到欧洲消费者的日常生活中，从而实现品牌认知的破冰。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[103]"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "当然，本地化不仅仅是设计与营销，更重要的是供应链的本地布局。", "language": "chinese", "position": {"atoms": [{"position_id": 665, "txt": "当然，本地化不仅仅是设计与营销，更重要的是供应链的本地布局。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[104]"}]}, "tags": [], "label": "content", "web_segment_id": 114, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "欧洲市场对零部件本地化的要求正逐年提高，从最初的20%提升至现在的40%，未来甚至可能进一步上调。", "language": "chinese", "position": {"atoms": [{"position_id": 667, "txt": "欧洲市场对零部件本地化的要求正逐年提高，从最初的20%提升至现在的40%，未来甚至可能进一步上调。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[105]"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": "如果中国车企仍然依赖“国内生产+整车出口”模式，势必面临关税、成本、供应链延迟等多重风险。", "language": "chinese", "position": {"atoms": [{"position_id": 668, "txt": "如果中国车企仍然依赖“国内生产+整车出口”模式，势必面临关税、成本、供应链延迟等多重风险。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[105]"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "极星在供应链上的本地化布局同样值得参考。", "language": "chinese", "position": {"atoms": [{"position_id": 670, "txt": "极星在供应链上的本地化布局同样值得参考。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[106]"}]}, "tags": [], "label": "content", "web_segment_id": 116, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "它虽然在中国生产，但在欧洲建立了完善的供应链管理体系，能够迅速响应欧洲市场的需求，保持产品竞争力。", "language": "chinese", "position": {"atoms": [{"position_id": 672, "txt": "它虽然在中国生产，但在欧洲建立了完善的供应链管理体系，能够迅速响应欧洲市场的需求，保持产品竞争力。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[107]"}]}, "tags": [], "label": "content", "web_segment_id": 117, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "对于中国车企而言，要想在欧洲市场立足，构建本地化供应链已经是无法回避的挑战。", "language": "chinese", "position": {"atoms": [{"position_id": 673, "txt": "对于中国车企而言，要想在欧洲市场立足，构建本地化供应链已经是无法回避的挑战。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[107]"}]}, "tags": [], "label": "content", "web_segment_id": 117, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "欧洲市场不是短跑，而是一场马拉松。", "language": "chinese", "position": {"atoms": [{"position_id": 675, "txt": "欧洲市场不是短跑，而是一场马拉松。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[108]"}]}, "tags": [], "label": "content", "web_segment_id": 118, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "特斯拉用了十多年才在欧洲站稳脚跟，极星也是依靠沃尔沃的资源积累才得以快速崛起。", "language": "chinese", "position": {"atoms": [{"position_id": 677, "txt": "特斯拉用了十多年才在欧洲站稳脚跟，极星也是依靠沃尔沃的资源积累才得以快速崛起。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[109]"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "对于中国车企而言，进入欧洲市场绝非一场“赚快钱”的游戏，而是一场需要耐心和战略布局的硬仗。", "language": "chinese", "position": {"atoms": [{"position_id": 678, "txt": "对于中国车企而言，进入欧洲市场绝非一场“赚快钱”的游戏，而是一场需要耐心和战略布局的硬仗。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[109]"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "未来的方向已经非常明确：", "language": "chinese", "position": {"atoms": [{"position_id": 680, "txt": "未来的方向已经非常明确：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[110]"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "专注BEV、深化本地化、塑造品牌认同、优化供应链。", "language": "chinese", "position": {"atoms": [{"position_id": 681, "txt": "专注BEV、深化本地化、塑造品牌认同、优化供应链。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[110]"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "只有将这些关键因素做深、做透，中国车企才能在欧洲这个竞争激烈的市场中立足，并真正实现长期的可持续发展。", "language": "chinese", "position": {"atoms": [{"position_id": 683, "txt": "只有将这些关键因素做深、做透，中国车企才能在欧洲这个竞争激烈的市场中立足，并真正实现长期的可持续发展。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[111]"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "本文来自微信公众号“亿欧汽车”，作者：", "language": "chinese", "position": {"atoms": [{"position_id": 685, "txt": "本文来自微信公众号", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[112]"}, {"position_id": 687, "txt": "“亿欧汽车”", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[112]/a"}, {"position_id": 689, "txt": "，作者：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[112]/a"}]}, "tags": [], "label": "author", "web_segment_id": 122, "global_sentence_id": 180, "edu_l1_label": "EDU_O"}, {"txt": "徐博韬，编辑：", "language": "chinese", "position": {"atoms": [{"position_id": 690, "txt": "徐博韬，编辑：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[112]/a"}]}, "tags": [], "label": "author", "web_segment_id": 122, "global_sentence_id": 181, "edu_l1_label": "EDU_O"}, {"txt": "郝秋慧，36氪经授权发布。", "language": "chinese", "position": {"atoms": [{"position_id": 691, "txt": "郝秋慧，36氪经授权发布。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[112]/a"}]}, "tags": [], "label": "author", "web_segment_id": 122, "global_sentence_id": 182, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 1029亿，中国车企在欧洲撕开一个千亿市场 ## 欧洲消费者买车：要么看品牌，要么看科技 ## 进入欧洲市场前，先交“过路费” ## 科技不保值，欧洲市场正在对特斯拉说“不” ## 卷不动价格，就卷服务、卷时间、卷信任
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"edu_l1_label": "IOS"}, {"txt": "我们认为需要从基本面（盈利）和情绪面（风险偏好）两个视角考虑。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2700000, "bbox": [[0.06, 0.341, 0.93, 0.483]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "其一，基本面视角下，关税的加征会影响出口企业的盈利，推高企业销售成本；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2700000, "bbox": [[0.06, 0.341, 0.93, 0.483]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "其二，情绪视角下，对华加征 $10\\%$关税的行为在特朗普上任之前即被多次提及，市场或对此已有定价。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2700000, "bbox": [[0.06, 0.341, 0.93, 0.483]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "对于中国，目前尚无暂缓加征关税的信息更新，但考虑到特朗普政府对于墨、加的关税举措，我们认为其新任期下，对于关税问题最大的影响仍是不确定性和反复性增强。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2700000, "bbox": [[0.06, 0.341, 0.93, 0.483]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "2、不止关税：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.096, 0.499, 0.2, 0.509]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "AI变化更亮眼，政策应对有空间。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.2, 0.499, 0.47, 0.509]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "（1)1月以来，deepseek横空出世，其“高性价比”引发全球关注。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.47, 0.499, 0.927, 0.509], [0.061, 0.517, 0.121, 0.527]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "考虑到AI或是引发下一轮全球产业革命的关键，本次技术突破或有助于中国资产的风险偏好回升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.121, 0.517, 0.889, 0.528]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "（2）此外，随着境外关税扰动的落地，国内政策的应对空间或继续打开。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.889, 0.517, 0.925, 0.527], [0.062, 0.536, 0.58, 0.546]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "不论是2024年12月政治局会议，还是1月下旬六部门联合印发的《关于推动中长期资金入市工作的实施方案》，均表明了政策持续发力的积极态度。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2800000, "bbox": [[0.58, 0.536, 0.924, 0.546], [0.062, 0.555, 0.872, 0.565]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "无惧关税短期扰动，依然坚持以我为主", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2900000, "bbox": [[0.097, 0.582, 0.395, 0.592]]}]}, "tags": ["text"], "label": "title4", "web_segment_id": 12, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "结合前期分析来看，我们认为本次美国对华加征 $10\\%$关税的市场的影响或相对有限。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.06, 0.609, 0.93, 0.658]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "此外，考虑到DeepSeek 引发的风险偏好的修复，以及国内政策的持续积极，我们认为当前对于市场而言，应无惧关税短期扰动，依然坚持以我为主。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3000000, "bbox": [[0.06, 0.609, 0.93, 0.658]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 13, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "行业配置建议：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.095, 0.674, 0.666, 0.686]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "“4+1”推荐，坚定2025年“成长$+$消费”核心主线的判断", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3100000, "bbox": [[0.095, 0.674, 0.666, 0.686]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 14, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "“4”个行业方向：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.103, 0.702, 0.237, 0.713]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "(1）科技成长“以我为主”：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.237, 0.702, 0.458, 0.713]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "建议关注半导体、信创、军工、高端装备、卫星；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.458, 0.702, 0.846, 0.713]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "(2）资本市场重要性提升下的牛市排头兵：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.846, 0.702, 0.927, 0.713], [0.062, 0.72, 0.316, 0.731]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "券商、保险；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.316, 0.72, 0.423, 0.732]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "(3）政策超预期下风险偏好回升：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.423, 0.72, 0.688, 0.731]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "地产链、新能源、医药；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.688, 0.72, 0.882, 0.731]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "(4）先促消费政策后内生性复苏的消费品种：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.882, 0.72, 0.918, 0.731], [0.062, 0.739, 0.369, 0.75]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "包括家电、轻工、汽车（包括两轮电动车）、食品饮料、美容护理；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3200000, "bbox": [[0.369, 0.739, 0.888, 0.751]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "“1”个底仓逻辑：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.104, 0.768, 0.237, 0.777]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 16, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "绝对收益思路下的中长期底仓，辅以高股息优化思路增强底仓收益：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.237, 0.768, 0.762, 0.777]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 16, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "沪深300增强、央国企红利蓝筹。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3300000, "bbox": [[0.762, 0.768, 0.926, 0.778], [0.062, 0.786, 0.156, 0.797]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 16, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "风险提示：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.097, 0.813, 0.175, 0.824]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "政策超预期变动；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.175, 0.813, 0.315, 0.824]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "全球流动性及地缘政治风险；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.315, 0.813, 0.547, 0.824]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "定价模型失效。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3400000, "bbox": [[0.547, 0.813, 0.668, 0.824]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "【金融工程】券商金股解析月报（2025年2月）-金融工程定期-20250205", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3500000, "bbox": [[0.067, 0.84, 0.683, 0.851]]}]}, "tags": ["text"], "label": "title3", "web_segment_id": 18, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "魏建榕（分析师）证书编号：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.061, 0.869, 0.281, 0.879]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 91, "edu_l1_label": "EDU_O"}, {"txt": "S0790519120001｜高鹏（分析师）证书编号：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.281, 0.869, 0.636, 0.879]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 92, "edu_l1_label": "EDU_O"}, {"txt": "S0790520090002", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3600000, "bbox": [[0.636, 0.869, 0.769, 0.879]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 19, "global_sentence_id": 93, "edu_l1_label": "EDU_O"}, {"txt": "2月份券商金股特征解析", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3700000, "bbox": [[0.096, 0.898, 0.285, 0.908]]}]}, "tags": ["title"], "label": "title4", "web_segment_id": 20, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.06, 0.935, 0.94, 0.947]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 21, "global_sentence_id": 95, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.077, 0.02, 0.373, 0.063]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3800000, "bbox": [[0.859, 0.066, 0.934, 0.078]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 97, "edu_l1_label": "EDU_O"}, {"txt": "2月份中芯国际、宁德时代、中兴通讯、宁波银行、上海港湾、中科创达、齐鲁银行等金股推荐次数靠前。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.096, 0.091, 0.911, 0.101]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "2月份券商金股已经陆续发布，我们统计了全市场40家券商发布的金股，去重后金股数量合计为271只。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.911, 0.091, 0.928, 0.1], [0.062, 0.109, 0.851, 0.119]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "我们按照相对上月是否新进，将全体金股分为新进金股和重复金股两类。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.851, 0.109, 0.926, 0.119], [0.063, 0.126, 0.547, 0.138]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "在重复金股中，2月份推荐次数靠前的金股为：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.547, 0.126, 0.917, 0.137]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "中芯国际（8次）、宁德时代（7次）、中兴通讯（4次）、宁波银行（4次）、金山办公（4次）等；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.063, 0.145, 0.804, 0.157]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "在新进金股中，2月份推荐次数靠前的金股为：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.804, 0.145, 0.926, 0.159], [0.06, 0.165, 0.295, 0.175]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "上海港湾（2次）、中科创达（2次）、齐鲁银行（2次）、迎驾贡酒（2次）、东方证券（2次）等。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 3900000, "bbox": [[0.295, 0.165, 0.926, 0.175], [0.063, 0.183, 0.188, 0.194]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "2月份电子、汽车、电力设备、计算机等行业金股数量占比靠前。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.06, 0.21, 0.93, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "2月份金股权重靠前的行业分别为：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.06, 0.21, 0.93, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "电子（$14.1\\%$ 、汽车（$7.7\\%$）、电力设备（$6.9\\%$）、计算机（$6.4\\%$）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.06, 0.21, 0.93, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "相比于上月，本月权重增加最多的行业为：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.06, 0.21, 0.93, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "电子$(+3.1\\%)$ 、电力设备 $(+2.0\\%)$、有色金属$(+1.5\\%)$；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.06, 0.21, 0.93, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "权重减少最多的行业为：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.06, 0.21, 0.93, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "食品饮料（$-1.9\\%$）、通信（$-1.6\\%$）、非银金融（$-1.5\\%$ 。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4000000, "bbox": [[0.06, 0.21, 0.93, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "2月份券商金股的市值水平下降，估值水平上升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.096, 0.295, 0.469, 0.305]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "我们按月统计了金股行业内加权市值分位和估值分位水平。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.469, 0.295, 0.927, 0.305]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "可以发现，2月份券商金股的市值水平下降，估值水平上升，或表明2月份券商金股转向成长风格。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4100000, "bbox": [[0.063, 0.312, 0.823, 0.323]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "1月份券商金股绩效回顾", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4200000, "bbox": [[0.097, 0.341, 0.285, 0.35]]}]}, "tags": ["text"], "label": "title4", "web_segment_id": 6, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "1月份券商金股组合整体收益率为 $0.8\\%$,2025年以来收益率为 $0.8\\%$。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.058, 0.367, 0.93, 0.435]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "全历史区间来看，全部金股组合年化收益率为 $10.8\\%$，收益表现显著优于沪深300指数和中证500指数。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.058, 0.367, 0.93, 0.435]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "其中，新进金股组合收益表现优于重复金股组合。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.058, 0.367, 0.93, 0.435]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "全部金股、新进金股、重复金股组合1月份收益率分别为 $0.8\\%$、 、$3.0\\%$ $-1.3\\%$,2025年以来收益率分别为$0.8\\%$、 $3.0\\%$、 。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.058, 0.367, 0.93, 0.435]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "$-1.3\\%$", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4300000, "bbox": [[0.058, 0.367, 0.93, 0.435]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "1月份广和通、应流股份、瑞芯微、瑞可达、峰昭科技等金股收益率排名靠前。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.06, 0.451, 0.93, 0.499]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "我们统计了月度收益排名前十的金股明细，其中：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.06, 0.451, 0.93, 0.499]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "广和通、应流股份、瑞芯微、瑞可达、峰昭科技等金股月度收益靠前，1月份收益率分别为$51.5\\%$、 、 、 、 。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.06, 0.451, 0.93, 0.499]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "$50.7\\%$ $41.0\\%$ $40.6\\%$ $37.5\\%$", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4400000, "bbox": [[0.06, 0.451, 0.93, 0.499]]}]}, "tags": ["text"], "label": "content", 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127, "edu_l1_label": "IOS"}, {"txt": "优选金股组合1月份收益率为 $8.5\\%$;", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4600000, "bbox": [[0.058, 0.543, 0.93, 0.593]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "2025年以来收益率为$8.5\\%$,2025年相对中证500超额 $10.9\\%$。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4600000, "bbox": [[0.058, 0.543, 0.93, 0.593]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 10, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "2月份开源金工优选金股组合持仓明细：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.096, 0.61, 0.406, 0.619]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "科达利、齐鲁银行、艾力斯、新易盛、春风动力、神州泰岳等个股业绩超预期排名靠前。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4700000, "bbox": [[0.406, 0.61, 0.926, 0.619], [0.062, 0.628, 0.227, 0.639]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 11, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "风险提示：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4800000, "bbox": [[0.097, 0.656, 0.175, 0.666]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "模型测试基于历史数据，市场未来可能发生变化。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4800000, "bbox": [[0.175, 0.656, 0.563, 0.666]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 12, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "行业公司", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 4900000, "bbox": [[0.061, 0.691, 0.139, 0.704]]}]}, "tags": ["title"], "label": "title2", "web_segment_id": 13, "global_sentence_id": 134, "edu_l1_label": "BOS"}, {"txt": "【社服】小积木塑造大生意，国产 $IP$拼搭潮玩品牌创新突围-行业深度报告-20250205", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5000000, "bbox": [[0.066, 0.719, 0.786, 0.732]]}]}, "tags": ["title"], "label": "title3", "web_segment_id": 14, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "初敏（分析师）证书编号：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5100000, "bbox": [[0.062, 0.748, 0.264, 0.758]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 136, "edu_l1_label": "EDU_O"}, {"txt": "S0790522080008", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], 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[{"page_number": 0, "shape": [1650, 1275], "position_id": 5300000, "bbox": [[0.06, 0.803, 0.93, 0.889]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "分品类看，随全球IP传播和商业化程度加深，拼搭角色玩具兼顾消费者对高IP结合度、强互动性和个性化把玩的升级需求，预计是增速最快的细分赛道，2023-2028年全球／中国拼搭角色玩具市场规模CAGR达$29\\%/41.2\\%$，至2028年规模达到1765/237亿元。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5300000, "bbox": [[0.06, 0.803, 0.93, 0.889]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "国内视角：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 5400000, "bbox": [[0.098, 0.906, 0.175, 0.916]]}]}, "tags": ["text"], "label": "title4", "web_segment_id": 18, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "海外巨头定义品类，国产品牌差异化突围", "language": "chinese", "position": 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"公司预计2024年网安业务营业收入同比增长约14％至19%，同时，标准化产品收入占比继续上升及解决方案类业务的提效工作成果显著，推动毛利率稳步提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9500000, "bbox": [[0.098, 0.628, 0.927, 0.638], [0.063, 0.646, 0.474, 0.657]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 268, "edu_l1_label": "IOS"}, {"txt": "公司持续推进提质增效，精细化管控提升运营效率，2024年期间费用增速同比显著下降。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9500000, "bbox": [[0.474, 0.646, 0.927, 0.656], [0.061, 0.664, 0.297, 0.675]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 15, "global_sentence_id": 269, "edu_l1_label": "IOS"}, {"txt": "此外，公司加强回款管理，提升回款效率，2024年销售商品收到的现金、经营活动产生的现金流量净额同比明显改善。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9500000, "bbox": [[0.297, 0.664, 0.925, 0.674], [0.063, 0.683, 0.352, 0.694]]}]}, 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["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 273, "edu_l1_label": "IOS"}, {"txt": "未来双方将在运营商市场、数据要素、AI大模型应用等领域强化协同，深挖商机，积极把握市场增量机遇。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9700000, "bbox": [[0.762, 0.757, 0.926, 0.768], [0.061, 0.776, 0.726, 0.787]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 17, "global_sentence_id": 274, "edu_l1_label": "IOS"}, {"txt": "风险提示：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9800000, "bbox": [[0.097, 0.803, 0.175, 0.814]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 275, "edu_l1_label": "IOS"}, {"txt": "行业增长速度下降的风险；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9800000, "bbox": [[0.175, 0.803, 0.386, 0.814]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 276, "edu_l1_label": "IOS"}, {"txt": "核心技术人员流失风险；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9800000, "bbox": [[0.386, 0.803, 0.58, 0.814]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 277, "edu_l1_label": "IOS"}, {"txt": "新产品研发风险。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9800000, "bbox": [[0.58, 0.803, 0.721, 0.814]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 18, "global_sentence_id": 278, "edu_l1_label": "IOS"}, {"txt": "【中小盘：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9900000, "bbox": [[0.067, 0.83, 0.143, 0.841]]}]}, "tags": ["text"], "label": "title3", "web_segment_id": 19, "global_sentence_id": 279, "edu_l1_label": "IOS"}, {"txt": "继峰股份（603997.SH）】2024年业绩预计亏损，利空缓释-公司信息更新报告-20250205", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 9900000, "bbox": [[0.143, 0.83, 0.872, 0.841]]}]}, "tags": ["text"], "label": "title3", "web_segment_id": 19, "global_sentence_id": 280, "edu_l1_label": "IOS"}, {"txt": "任浪（分析师）证书编号：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10000000, "bbox": [[0.061, 0.859, 0.264, 0.869]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 20, "global_sentence_id": 281, "edu_l1_label": "EDU_O"}, {"txt": "S0790519100001｜朱珠（联系人）证书编号：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10000000, "bbox": [[0.264, 0.859, 0.618, 0.869]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 20, "global_sentence_id": 282, "edu_l1_label": "EDU_O"}, {"txt": "S0790124070020", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10000000, "bbox": [[0.618, 0.859, 0.751, 0.869]]}]}, "tags": ["title"], "label": "content", "web_segment_id": 20, "global_sentence_id": 283, "edu_l1_label": "EDU_O"}, {"txt": "预计公司2024年归母净利润转亏，利空逐步缓释", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10100000, "bbox": [[0.097, 0.888, 0.474, 0.898]]}]}, "tags": ["text"], "label": "title4", "web_segment_id": 21, "global_sentence_id": 284, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.095, 0.914, 0.93, 0.926]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 22, "global_sentence_id": 285, "edu_l1_label": "EDU_O"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.06, 0.935, 0.939, 0.947]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 23, "global_sentence_id": 286, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.079, 0.019, 0.37, 0.065]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 287, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.859, 0.066, 0.934, 0.078]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 288, "edu_l1_label": "EDU_O"}, {"txt": "利润为-5.70~-4.60亿元（2023年为2.22亿元），主要系美国TMD出售产生亏损和格拉默欧洲区整合产生费用。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.063, 0.09, 0.918, 0.102]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 289, "edu_l1_label": "IOS"}, {"txt": "单季度来看，取2024年业绩预告的中值，预计2024Q4归母净利润为-306.32万元（2023年同期为4969.91万元）；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.062, 0.108, 0.929, 0.119]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 290, "edu_l1_label": "IOS"}, {"txt": "扣非归母净利润为2474.09万元，同比-50％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.063, 0.127, 0.401, 0.138]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 291, "edu_l1_label": "IOS"}, {"txt": "考虑到公司2024年全年净利润端出现亏损和格拉默海外区还在整合中，我们下调2024-2026年业绩预测，预计2024-2026年归母净利润分别为-5.41(-0.28)/6.82(-1.29)/10.61(-2.38）亿元，对应EPS分别为-0.43(-0.02)/0.54(-0.10)/0.84(-0.19）元／股，当前股价对应2025-2026年PE分别为21.6/13.9倍，我们长期看好公司乘用车座椅业务的拓展、智能座舱新业务的延伸和格拉默海外区的修复，因此仍维持“买入”评级。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10200000, "bbox": [[0.401, 0.127, 0.926, 0.137], [0.063, 0.145, 0.926, 0.158], [0.062, 0.164, 0.928, 0.176], [0.062, 0.183, 0.927, 0.194], [0.062, 0.201, 0.086, 0.211]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 3, "global_sentence_id": 292, "edu_l1_label": "IOS"}, {"txt": "乘用车座椅业务定点不断，智能座舱相关业务打造新增长曲线", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10300000, "bbox": [[0.097, 0.229, 0.571, 0.239]]}]}, "tags": ["text"], "label": "title4", "web_segment_id": 4, "global_sentence_id": 293, "edu_l1_label": "IOS"}, {"txt": "（1）乘用车座椅业务：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10400000, "bbox": [[0.105, 0.257, 0.271, 0.268]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 294, "edu_l1_label": "IOS"}, {"txt": "截至2025年1月6日，公司累计获11家客户的25个座椅项目定点，实现海外豪华车企、国内头部新能源车企＋传统高端合资车企＋传统头部自主车企多样化客户布局，预计定点项目全生命周期收入累计达911.90亿元，全球座椅潜在龙头蓄势待发。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10400000, "bbox": [[0.271, 0.257, 0.926, 0.267], [0.062, 0.275, 0.927, 0.286], [0.063, 0.295, 0.459, 0.304]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 295, "edu_l1_label": "IOS"}, {"txt": "（2）智能座舱相关的新兴业务：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10400000, "bbox": [[0.459, 0.295, 0.706, 0.304]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 296, "edu_l1_label": "IOS"}, {"txt": "公司隐藏式出风口业务快速增长，2024H1收入同比＋75％至1.66亿元；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10400000, "bbox": [[0.706, 0.295, 0.925, 0.304], [0.061, 0.312, 0.387, 0.322]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 297, "edu_l1_label": "IOS"}, {"txt": "车载冰箱2024H1开始贡献收入，实现2200万元销售额，智能化战略新兴业务将贡献新增长曲线。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10400000, "bbox": [[0.387, 0.312, 0.926, 0.322], [0.062, 0.331, 0.28, 0.342]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 5, "global_sentence_id": 298, "edu_l1_label": "IOS"}, {"txt": "格拉默海外区持续修复，静待利润回升", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10500000, "bbox": [[0.097, 0.358, 0.395, 0.369]]}]}, "tags": ["text"], "label": "title4", "web_segment_id": 6, "global_sentence_id": 299, "edu_l1_label": "IOS"}, {"txt": "（1）美洲区，美国TMD非公司核心业务，2024H1美国TMD净利润为-0.97亿元（格拉默美洲区EBIT约为-0.74亿元），为格拉默美洲区主要亏损来源，因此进行剥离，长期有望显著改善美洲区的盈利能力。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.105, 0.386, 0.925, 0.397], [0.061, 0.409, 0.823, 0.416]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 300, "edu_l1_label": "IOS"}, {"txt": "（2）欧洲区，公司也在持续深化整合，包括降低人工和管理费用、加强采购管理等，利润率有望进一步提升。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10600000, "bbox": [[0.823, 0.409, 0.928, 0.416], [0.063, 0.425, 0.792, 0.435]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 7, "global_sentence_id": 301, "edu_l1_label": "IOS"}, {"txt": "风险提示：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.097, 0.451, 0.175, 0.461]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 302, "edu_l1_label": "IOS"}, {"txt": "宏观经济波动、原材料价格波动、下游客户放量不及预期。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10700000, "bbox": [[0.175, 0.451, 0.633, 0.462]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 8, "global_sentence_id": 303, "edu_l1_label": "IOS"}, {"txt": "footer", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.06, 0.935, 0.942, 0.947]]}]}, "tags": ["footer"], "label": "O", "web_segment_id": 9, "global_sentence_id": 304, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.079, 0.019, 0.371, 0.065]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 1, "global_sentence_id": 305, "edu_l1_label": "EDU_O"}, {"txt": "header", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10800000, "bbox": [[0.859, 0.066, 0.934, 0.078]]}]}, "tags": ["header"], "label": "O", "web_segment_id": 2, "global_sentence_id": 306, "edu_l1_label": "EDU_O"}, {"txt": "特别声明", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 10900000, "bbox": [[0.061, 0.107, 0.14, 0.12]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 3, "global_sentence_id": 307, "edu_l1_label": "BOS"}, {"txt": "《证券期货投资者适当性管理办法》、《证券经营机构投资者适当性管理实施指引（试行）》已于2017年7月1日起正式实施。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11000000, "bbox": [[0.069, 0.126, 0.935, 0.137], [0.063, 0.145, 0.121, 0.157]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 4, "global_sentence_id": 308, "edu_l1_label": "IOS"}, {"txt": "根据上述规定，开源证券评定此研报的风险等级为R3（中风险），因此通过公共平台推送的研报其适用的投资者类别仅限定为专业投资者及风险承受能力为C3、C4、C5的普通投资者。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 11000000, "bbox": [[0.121, 0.145, 0.935, 0.156], [0.063, 0.165, 0.662, 0.175]]}]}, "tags": ["text"], 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# 开源晨会0206-晨会纪要 ## 观点精粹 ### 总量视角 #### 【策略】关税向左，AI向右-投资策略专题-20250204 #### 【金融工程】券商金股解析月报（2025年2月）-金融工程定期-20250205 ### 行业公司 #### 【社服】小积木塑造大生意，国产IP拼搭潮玩品牌创新突围-行业深度报告-20250205 #### 【汽车】DeepSeek-R1 横空出世，智能车产业升级加速--行业点评报告-20250204 #### 【非银金融】非银板块冲高环比减仓，并购主线和高股息标的增仓-主动权益基金2024Q4非银重仓股点评-20250204 #### 【计算机：亚信安全（688225.SH）】业绩符合预期，步入成长新阶段-公司信息更新报告-20250205 #### 【中小盘：继峰股份（603997.SH）】2024年业绩预计亏损，利空缓释-公司信息更新报告-20250205 ## 研报摘要 ### 总量研究 #### 【策略】关税向左，AI向右-投资策略专题-20250204 ##### 春节假日变化诸多，美国对华加征关税 ##### 关税变化带来的新思考 ###### 1、关税扰动：关税加征 $10\%$对权益市场的影响拆解。 ###### 2、不止关税：AI变化更亮眼，政策应对有空间。 ##### 无惧关税短期扰动，依然坚持以我为主 ##### 行业配置建议：“4+1”推荐，坚定2025年“成长$+$消费”核心主线的判断 ##### 风险提示：政策超预期变动；全球流动性及地缘政治风险；定价模型失效。 #### 【金融工程】券商金股解析月报（2025年2月）-金融工程定期-20250205 ##### 2月份券商金股特征解析 ##### 1月份券商金股绩效回顾 ##### 开源金工优选金股组合 ##### 风险提示：模型测试基于历史数据，市场未来可能发生变化。 ### 行业公司 #### 【社服】小积木塑造大生意，国产 $IP$拼搭潮玩品牌创新突围-行业深度报告-20250205 ##### 拼搭玩具：高互动性、强表现力玩法，角色类拼搭加速渗透 ##### 国内视角：海外巨头定义品类，国产品牌差异化突围 ##### 壁垒拆解：镜鉴万代、乐高打法，国内玩家按图索骥 ##### 受益标的：布鲁可、万代南梦宫、爱婴室 ##### 风险提示：IP授权合作波动、消费者偏好变化、行业竞争加剧风险。 #### 【汽车】DeepSeek-R1横空出世，智能车产业升级加速-行业点评报告-20250204 ##### Deepseek-R1横空出世，全球AI行业迎变局 ##### 对智能驾驶将产生深远影响 ##### DeepSeekR1亦有望对智能座舱带来催化 ##### 风险提示：市场需求不及预期、技术工程化落地进度不及预期等。 #### 【非银金融】非银板块冲高环比减仓，并购主线和高股息标的增仓-主动权益基金2024Q4非银重仓股点评-20250204 ##### 2024Q4非银板块主动权益重仓环比下降，券商板块机构配置位于历史底部 ##### 券商、金融IT和多元：券商并购主线标的环比增仓，江苏金租延续升势 ##### 保险：整体呈现环比减仓趋势，新华保险和中国财险环比增仓 ##### 看好盈利改善向好、机构配置低位的券商板块，高股息类标的仍受关注 ##### 推荐及受益标的组合 ##### 风险提示：资本市场波动对投资收益带来波动风险；保险负债端不及预期。 #### 【计算机：亚信安全（688225.SH）】业绩符合预期，步入成长新阶段-公司信息更新报告-20250205 ##### 身份安全和终端安全领域领军企业，维持“买入”评级 ##### 业绩符合预期，步入成长新阶段 ##### 网安业务业绩开启修复反转，经营质量显著改善 ##### 并表亚信科技效益初显，协同效应可期 #### 【中小盘：继峰股份（603997.SH）】2024年业绩预计亏损，利空缓释-公司信息更新报告-20250205 ##### 预计公司2024年归母净利润转亏，利空逐步缓释 ##### 乘用车座椅业务定点不断，智能座舱相关业务打造新增长曲线 ##### 格拉默海外区持续修复，静待利润回升
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# 政府工作报告里的物流热词；京东搬家上线；李嘉诚拟卖掉43个港口；DHL将裁8000人；丰巢IPO受阻；极兔盈利…… ## 01政府工作报告里的物流热词 ## 02京东搬家上线 ## 03李嘉诚拟228亿美元卖掉43个港口 ## 04丰巢港股IPO招股书失效 ## 05美团王兴发声 ## 06极兔盈利 ## 07DHL拟裁员八千人
8ce6bdd5-4a99-48bd-bc57-b2811397a445
web
test/raw_web_htmls/8ce6bdd5-4a99-48bd-bc57-b2811397a445.html
https://www.huxiu.com/article/3974228.html?f=rss
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"tags": [], "label": "content", "web_segment_id": 2, "global_sentence_id": 2, "edu_l1_label": "BOS"}, {"txt": "美国航空科技的基础依然雄厚，六代机在F-35还深陷超重、超支、拖延、不达标的泥坑时就启动了，为什么起了个大早，赶了个寂寞？", "language": "chinese", "position": {"atoms": [{"position_id": 445, "txt": "美国航空科技的基础依然雄厚，六代机在F-35还深陷超重、超支、拖延、不达标的泥坑时就启动了，为什么起了个大早，赶了个寂寞？", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[3]"}]}, "tags": [], "label": "content", "web_segment_id": 3, "global_sentence_id": 3, "edu_l1_label": "IOS"}, {"txt": "如果实行“SpaceX模式”，能解决美国六代机问题吗？", "language": "chinese", "position": {"atoms": [{"position_id": 446, "txt": "如果实行“SpaceX模式”，能解决美国六代机问题吗？", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[3]"}]}, "tags": [], "label": "content", "web_segment_id": 3, "global_sentence_id": 4, "edu_l1_label": "IOS"}, {"txt": "必须说，SpaceX给沉疴重重的美国航天工业重新注入了活力和效率，也带回了想象力。", "language": "chinese", "position": {"atoms": [{"position_id": 448, "txt": "必须说，SpaceX给沉疴重重的美国航天工业重新注入了活力和效率，也带回了想象力。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[5]"}]}, "tags": [], "label": "content", "web_segment_id": 4, "global_sentence_id": 5, "edu_l1_label": "IOS"}, {"txt": "着陆腿已经惊艳，筷子夹超出想象，重要的是：", "language": "chinese", "position": {"atoms": [{"position_id": 449, "txt": "着陆腿已经惊艳，筷子夹超出想象，重要的是：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[5]"}]}, "tags": [], "label": "content", "web_segment_id": 4, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "SpaceX成功了。", "language": "chinese", "position": {"atoms": [{"position_id": 450, "txt": "SpaceX成功了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[5]"}]}, "tags": [], "label": "content", "web_segment_id": 4, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "要是美国战斗机工业出现一个“SpaceX之弟”，F-35的故事有可能会重写，“银杏叶”时刻有可能不至于弄得美国方寸大乱，至少五角大楼人士在圣诞节后的“拳击日”（12月26日是北美圣诞节法定假日的第二天，也被称为Boxing", "language": "chinese", "position": {"atoms": [{"position_id": 452, "txt": "要是美国战斗机工业出现一个“SpaceX之弟”，F-35的故事有可能会重写，“银杏叶”时刻有可能不至于弄得美国方寸大乱，至少五角大楼人士在圣诞节后的“拳击日”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[7]"}, {"position_id": 454, "txt": "（12月26日是北美圣诞节法定假日的第二天，也被称为Boxing", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 5, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": " Day，因为这一天店家通常会泣血大甩卖，消费者要全武行才能在抢购混战中斩获心仪的便宜货）加班时还有心思想念错失的便宜货。", "language": "chinese", "position": {"atoms": [{"position_id": 455, "txt": " Day，因为这一天店家通常会泣血大甩卖，消费者要全武行才能在抢购混战中斩获心仪的便宜货）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[7]/span"}, {"position_id": 457, "txt": "加班时还有心思想念错失的便宜货。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 5, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "一", "language": "chinese", "position": {"atoms": [{"position_id": 459, "txt": "一", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[9]"}]}, "tags": [], "label": "title1", "web_segment_id": 6, "global_sentence_id": 10, "edu_l1_label": "BOS"}, {"txt": "美国航天工业曾经枝繁叶茂。", "language": "chinese", "position": {"atoms": [{"position_id": 461, "txt": "美国航天工业曾经枝繁叶茂。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 7, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "在火箭和洲际导弹方面，曾经有研制“大力神”火箭的通用动力康维尔分部，研制“德尔塔”火箭和“民兵I/II/III”导弹的波音，研制“北极星”、“海神”和“三叉戟D5”导弹的洛克希德，研制“泰坦”导弹的马丁等公司；", "language": "chinese", "position": {"atoms": [{"position_id": 462, "txt": "在火箭和洲际导弹方面，曾经有研制“大力神”火箭的通用动力康维尔分部，研制“德尔塔”火箭和“民兵I/II/III”导弹的波音，研制“北极星”、“海神”和“三叉戟D5”导弹的洛克希德，研制“泰坦”导弹的马丁等公司；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 7, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "在宇宙飞船方面，则有北美罗克韦尔、格鲁曼等公司。", "language": "chinese", "position": {"atoms": [{"position_id": 463, "txt": "在宇宙飞船方面，则有北美罗克韦尔、格鲁曼等公司。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 7, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "通用动力康维尔分部、马丁先后并入洛克希德，北美罗克韦尔并入波音，2006年，洛克希德和波音的火箭分部合并为联合发射联盟（ULA），从此ULA垄断了美国空间发射的研制和发射业务。", "language": "chinese", "position": {"atoms": [{"position_id": 465, "txt": "通用动力康维尔分部、马丁先后并入洛克希德，北美罗克韦尔并入波音，2006年，洛克希德和波音的火箭分部合并为联合发射联盟", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[13]"}, {"position_id": 467, "txt": "（ULA）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[13]/span"}, {"position_id": 469, "txt": "，从此ULA垄断了美国空间发射的研制和发射业务。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 8, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "ULA本身则进入慢动作躺平状态，不是因为看不到前路而绝望躺平，而是因为躺赚太舒服了，爬不起来了。", "language": "chinese", "position": {"atoms": [{"position_id": 470, "txt": "ULA本身则进入慢动作躺平状态，不是因为看不到前路而绝望躺平，而是因为躺赚太舒服了，爬不起来了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 8, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "实际上，SpaceX是ULA出现前的2002年成立的，但在很长时间里，这只是“业余爱好者”的自娱自乐。", "language": "chinese", "position": {"atoms": [{"position_id": 472, "txt": "实际上，SpaceX是ULA出现前的2002年成立的，但在很长时间里，这只是“业余爱好者”的自娱自乐。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 9, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "这个业余爱好者就是埃隆·马斯克。", "language": "chinese", "position": {"atoms": [{"position_id": 473, "txt": "这个业余爱好者就是埃隆·马斯克。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 9, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "马斯克创办了电子支付平台PayPal，捞到第一桶金。", "language": "chinese", "position": {"atoms": [{"position_id": 475, "txt": "马斯克创办了电子支付平台PayPal，捞到第一桶金。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 10, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "在2000年被宫廷政变赶下PayPal的CEO位置后，马斯克开始“有钱人的任性”，追求毕生爱好：", "language": "chinese", "position": {"atoms": [{"position_id": 476, "txt": "在2000年被宫廷政变赶下PayPal的CEO位置后，马斯克开始“有钱人的任性”，追求毕生爱好：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 10, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "火星旅行。", "language": "chinese", "position": {"atoms": [{"position_id": 477, "txt": "火星旅行。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 10, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "当他了解到NASA对火星旅行并无认真的计划时，开始资助民科圈子，但这些都只是小打小闹。", "language": "chinese", "position": {"atoms": [{"position_id": 478, "txt": "当他了解到NASA对火星旅行并无认真的计划时，开始资助民科圈子，但这些都只是小打小闹。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 10, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "但有钱人的小打小闹也不算小。", "language": "chinese", "position": {"atoms": [{"position_id": 480, "txt": "但有钱人的小打小闹也不算小。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "马斯克拉来麦克·格里芬，试图从俄罗斯购买退役的洲际导弹运载火箭，用来发射自己的火星飞船。", "language": "chinese", "position": {"atoms": [{"position_id": 481, "txt": "马斯克拉来麦克·格里芬，试图从俄罗斯购买退役的洲际导弹运载火箭，用来发射自己的火星飞船。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "俄罗斯敷衍了事，实际上是挥手把马斯克和他的草台班子赶走了，根本不认为他们是认真的。", "language": "chinese", "position": {"atoms": [{"position_id": 482, "txt": "俄罗斯敷衍了事，实际上是挥手把马斯克和他的草台班子赶走了，根本不认为他们是认真的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "格里芬其实并非民科，本人是航天工程师，拥有5个硕士和一个博士，在里根时代星球大战计划出任技术副总，还担任过小布什时代的NASA局长，在特朗普时代出任国防部负责研发的副部长，美国高超音速科技研发进入快车道就是那时的事。", "language": "chinese", "position": {"atoms": [{"position_id": 484, "txt": "格里芬其实并非民科，本人是航天工程师，拥有5个硕士和一个博士，在里根时代星球大战计划出任技术副总，还担任过小布什时代的NASA局长，在特朗普时代出任国防部负责研发的副部长，美国高超音速科技研发进入快车道就是那时的事。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[21]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "从俄罗斯买火箭不成，马斯克只有自己造火箭了。", "language": "chinese", "position": {"atoms": [{"position_id": 486, "txt": "从俄罗斯买火箭不成，马斯克只有自己造火箭了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[23]"}]}, "tags": [], "label": "content", "web_segment_id": 13, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "稍微一做调查研究，就发现按照美国航天工业的套路，很快就会像“阿波罗计划”那样，成为“资源黑洞”。", "language": "chinese", "position": {"atoms": [{"position_id": 488, "txt": "稍微一做调查研究，就发现按照美国航天工业的套路，很快就会像“阿波罗计划”那样，成为“资源黑洞”。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "唯有低成本火箭才能可持续发展。", "language": "chinese", "position": {"atoms": [{"position_id": 489, "txt": "唯有低成本火箭才能可持续发展。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "“业内有人”的朋友牵线搭桥后，马斯克的草台班子重大升级，拉来几位资深火箭设计师，组建核心团队。", "language": "chinese", "position": {"atoms": [{"position_id": 490, "txt": "“业内有人”的朋友牵线搭桥后，马斯克的草台班子重大升级，拉来几位资深火箭设计师，组建核心团队。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "马斯克把自己价值1.8亿美元的PayPal股票的一半拿出来，足够团队两年工薪，这才组建起SpaceX。", "language": "chinese", "position": {"atoms": [{"position_id": 491, "txt": "马斯克把自己价值1.8亿美元的PayPal股票的一半拿出来，足够团队两年工薪，这才组建起SpaceX。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 14, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "最初新公司命名为Space Exploration Technologies，但很快缩写成SpaceX。", "language": "chinese", "position": {"atoms": [{"position_id": 493, "txt": "最初新公司命名为Space Exploration Technologies，但很快缩写成SpaceX。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "SpaceX起步维艰。", "language": "chinese", "position": {"atoms": [{"position_id": 495, "txt": "SpaceX起步维艰。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "在屡败屡战后，“猎鹰一号”在SpaceX眼看要倒闭的时候，终于成功地将载荷发射上了轨道。", "language": "chinese", "position": {"atoms": [{"position_id": 496, "txt": "在屡败屡战后，“猎鹰一号”在SpaceX眼看要倒闭的时候，终于成功地将载荷发射上了轨道。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "“猎鹰一号”说起来是民资的，但“官资”的影子从来不远。", "language": "chinese", "position": {"atoms": [{"position_id": 498, "txt": "“猎鹰一号”说起来是民资的，但“官资”的影子从来不远。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 17, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "关键的涡轮泵是从NASA“拿来”的，首发载荷换来换去，无非是美国海军研究实验室还是美国空军学院的小卫星，实际上最早两次发射都是美国国防部“买下”的，理由是“为DARPA寻找合适的发射工具替代”。", "language": "chinese", "position": {"atoms": [{"position_id": 499, "txt": "关键的涡轮泵是从NASA“拿来”的，首发载荷换来换去，无非是美国海军研究实验室还是美国空军学院的小卫星，实际上最早两次发射都是美国国防部“买下”的，理由是“为DARPA寻找合适的发射工具替代”。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 17, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "作为有钱人，马斯克也能做一般创业者做不到的事。", "language": "chinese", "position": {"atoms": [{"position_id": 501, "txt": "作为有钱人，马斯克也能做一般创业者做不到的事。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "在得州试验火箭发动机时，马斯克为了让加州总部的工程师节约时间，直接用自己的私人飞机送他们往返；", "language": "chinese", "position": {"atoms": [{"position_id": 502, "txt": "在得州试验火箭发动机时，马斯克为了让加州总部的工程师节约时间，直接用自己的私人飞机送他们往返；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "在太平洋上夸贾兰岛构筑发射设施的当地工人罢工的时候，马斯克直接空投了一批烤鸡翅搞定。", "language": "chinese", "position": {"atoms": [{"position_id": 503, "txt": "在太平洋上夸贾兰岛构筑发射设施的当地工人罢工的时候，马斯克直接空投了一批烤鸡翅搞定。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "如今，SpaceX做大做强了，着陆腿、筷子夹既抓眼球，更做到了运载火箭可回收和低成本发射。", "language": "chinese", "position": {"atoms": [{"position_id": 505, "txt": "如今，SpaceX做大做强了，着陆腿、筷子夹既抓眼球，更做到了运载火箭可回收和低成本发射。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 19, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "SpaceX在重型运载火箭、天基互联网方面也走在世界前列。", "language": "chinese", "position": {"atoms": [{"position_id": 506, "txt": "SpaceX在重型运载火箭、天基互联网方面也走在世界前列。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 19, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "SpaceX的主要营收来自商业发射（包括军方卫星和自家的星链卫星）、NASA的空间货运、星链。", "language": "chinese", "position": {"atoms": [{"position_id": 507, "txt": "SpaceX的主要营收来自商业发射", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[35]"}, {"position_id": 509, "txt": "（包括军方卫星和自家的星链卫星）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[35]/span"}, {"position_id": 511, "txt": "、NASA的空间货运、星链。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[35]/span"}]}, "tags": [], "label": "content", "web_segment_id": 19, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "ULA还在，但SpaceX才是美国航天发射的主力，也成为NASA的主要空天运输服务商了。", "language": "chinese", "position": {"atoms": [{"position_id": 512, "txt": "ULA还在，但SpaceX才是美国航天发射的主力，也成为NASA的主要空天运输服务商了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[35]/span"}]}, "tags": [], "label": "content", "web_segment_id": 19, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "二", "language": "chinese", "position": {"atoms": [{"position_id": 514, "txt": "二", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[37]/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 20, "global_sentence_id": 43, "edu_l1_label": "BOS"}, {"txt": "有了SpaceX的先例，人们不禁遐想：", "language": "chinese", "position": {"atoms": [{"position_id": 516, "txt": "有了SpaceX的先例，人们不禁遐想：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "美国航空工业会出一个“SpaceX之弟”吗？", "language": "chinese", "position": {"atoms": [{"position_id": 517, "txt": "美国航空工业会出一个“SpaceX之弟”吗？", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "现实是，SpaceX的成功很难复制。", "language": "chinese", "position": {"atoms": [{"position_id": 519, "txt": "现实是，SpaceX的成功很难复制。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "SpaceX的成功有几个独特的条件：", "language": "chinese", "position": {"atoms": [{"position_id": 521, "txt": "SpaceX的成功有几个独特的条件：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 23, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "有钱而且任性的创始人；", "language": "chinese", "position": {"atoms": [{"position_id": 523, "txt": "有钱而且任性的创始人；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/blockquote/p[1]"}]}, "tags": [], "label": "content", "web_segment_id": 24, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "产业属于“短链”型；", "language": "chinese", "position": {"atoms": [{"position_id": 525, "txt": "产业属于“短链”型；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/blockquote/p[3]"}]}, "tags": [], "label": "content", "web_segment_id": 25, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "以及，有现成的人才队伍。", "language": "chinese", "position": {"atoms": [{"position_id": 527, "txt": "以及，有现成的人才队伍。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/blockquote/p[5]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "在SpaceX创立的年代，几百万美元的豪宅就是真壕，全新的法拉利360“才”12万美元。", "language": "chinese", "position": {"atoms": [{"position_id": 529, "txt": "在SpaceX创立的年代，几百万美元的豪宅就是真壕，全新的法拉利360“才”12万美元。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 27, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "但马斯克对SpaceX的原始投入是9000万美元，通胀调整后折合今天的1.6亿美元。", "language": "chinese", "position": {"atoms": [{"position_id": 530, "txt": "但马斯克对SpaceX的原始投入是9000万美元，通胀调整后折合今天的1.6亿美元。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 27, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "这是大钱，但又不是多大的钱。", "language": "chinese", "position": {"atoms": [{"position_id": 531, "txt": "这是大钱，但又不是多大的钱。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 27, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "即使在20年前，大公司年度亏损都是动辄过亿的。", "language": "chinese", "position": {"atoms": [{"position_id": 532, "txt": "即使在20年前，大公司年度亏损都是动辄过亿的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 27, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "有钱人大多会理财。", "language": "chinese", "position": {"atoms": [{"position_id": 534, "txt": "有钱人大多会理财。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 28, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "2002年的道琼斯平均水平约9200点，现在是42000点。", "language": "chinese", "position": {"atoms": [{"position_id": 535, "txt": "2002年的道琼斯平均水平约9200点，现在是42000点。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 28, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "也就是说，马斯克的9000万美元即使保持与道琼斯同步，今天也值4亿美元以上。", "language": "chinese", "position": {"atoms": [{"position_id": 536, "txt": "也就是说，马斯克的9000万美元即使保持与道琼斯同步，今天也值4亿美元以上。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 28, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "当然，今天马斯克的身价是4200亿美元，但这也是承担巨大风险之后发的横财，当年的9000万美元是可能血本无归的。", "language": "chinese", "position": {"atoms": [{"position_id": 537, "txt": "当然，今天马斯克的身价是4200亿美元，但这也是承担巨大风险之后发的横财，当年的9000万美元是可能血本无归的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 28, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "事实上，马斯克所做的是“反华尔街”的。", "language": "chinese", "position": {"atoms": [{"position_id": 539, "txt": "事实上，马斯克所做的是“反华尔街”的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "SpaceX到2023年才首次做到盈亏相抵。", "language": "chinese", "position": {"atoms": [{"position_id": 540, "txt": "SpaceX到2023年才首次做到盈亏相抵。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "也就是说，建立的前20年一直在贴钱。", "language": "chinese", "position": {"atoms": [{"position_id": 541, "txt": "也就是说，建立的前20年一直在贴钱。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "马斯克有他的能耐，会讲故事，拉来很多投资，所以不是一个人在贴钱。", "language": "chinese", "position": {"atoms": [{"position_id": 542, "txt": "马斯克有他的能耐，会讲故事，拉来很多投资，所以不是一个人在贴钱。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "但SpaceX的前20年差不多违反了华尔街所有投资原则。", "language": "chinese", "position": {"atoms": [{"position_id": 543, "txt": "但SpaceX的前20年差不多违反了华尔街所有投资原则。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "华尔街并非绝对排斥长线投资，但美国经济的周期性强，金融资本对基本面的热情远低于追涨杀跌，20年实在是太漫长了。", "language": "chinese", "position": {"atoms": [{"position_id": 545, "txt": "华尔街并非绝对排斥长线投资，但美国经济的周期性强，金融资本对基本面的热情远低于追涨杀跌，20年实在是太漫长了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[52]"}]}, "tags": [], "label": "content", "web_segment_id": 30, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "但马斯克爱钱更“爱玩”，为了火星旅行的梦想，不顾金沉海底的风险，常年亏损后依然不离不弃，这一点没有多少“聪明、会理财”的有钱人做得到。", "language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "但马斯克爱钱更“爱玩”，为了火星旅行的梦想，不顾金沉海底的风险，常年亏损后依然不离不弃，这一点没有多少“聪明、会理财”的有钱人做得到。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "马斯克不仅是SpaceX的天使投资人，他就是SpaceX的天使。", "language": "chinese", "position": {"atoms": [{"position_id": 548, "txt": "马斯克不仅是SpaceX的天使投资人，他就是SpaceX的天使。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "SpaceX不上市。", "language": "chinese", "position": {"atoms": [{"position_id": 550, "txt": "SpaceX不上市。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 32, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "作为比照，同样在马斯克操持下的特斯拉的股票有涨有跌，大势在涨，从2020年初的30～50美元涨到现在的400美元以上。", "language": "chinese", "position": {"atoms": [{"position_id": 551, "txt": "作为比照，同样在马斯克操持下的特斯拉的股票有涨有跌，大势在涨，从2020年初的30～50美元涨到现在的400美元以上。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 32, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "然而美国唯二的电动汽车Rivian的股票在2021年底还是接近130美元的高位，半年后就跌破30美元，此后一路走低，现在10～16美元之间浮动。", "language": "chinese", "position": {"atoms": [{"position_id": 552, "txt": "然而美国唯二的电动汽车Rivian的股票在2021年底还是接近130美元的高位，半年后就跌破30美元，此后一路走低，现在10～16美元之间浮动。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 32, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "美国政府可以出台种种法案拉动，华尔街依然不为所动。", "language": "chinese", "position": {"atoms": [{"position_id": 553, "txt": "美国政府可以出台种种法案拉动，华尔街依然不为所动。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[56]"}]}, "tags": [], "label": "content", "web_segment_id": 32, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "即使在美国，电动汽车也是半成熟产业了。", "language": "chinese", "position": {"atoms": [{"position_id": 555, "txt": "即使在美国，电动汽车也是半成熟产业了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "内燃机汽车还会长期存在，但电动汽车的长期走势只会是向上。", "language": "chinese", "position": {"atoms": [{"position_id": 556, "txt": "内燃机汽车还会长期存在，但电动汽车的长期走势只会是向上。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "即使美国人不在乎环保，电动汽车更低的运行成本还是诱人的，而中国的成功经验已经指出低成本电动汽车是可行的。", "language": "chinese", "position": {"atoms": [{"position_id": 557, "txt": "即使美国人不在乎环保，电动汽车更低的运行成本还是诱人的，而中国的成功经验已经指出低成本电动汽车是可行的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "但是华尔街看不到那么远，马斯克是华尔街认可的特例，其他人就只能循华尔街之规了。", "language": "chinese", "position": {"atoms": [{"position_id": 559, "txt": "但是华尔街看不到那么远，马斯克是华尔街认可的特例，其他人就只能循华尔街之规了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[60]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "“SpaceX之弟”和Rivian一样，在显示出明显的盈利能力之前，华尔街是不会惠顾的。", "language": "chinese", "position": {"atoms": [{"position_id": 561, "txt": "“SpaceX之弟”和Rivian一样，在显示出明显的盈利能力之前，华尔街是不会惠顾的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 35, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "没有马斯克那样的天使，“SpaceX之弟”可能都谈不上十月怀胎，更没有一朝分娩的事。", "language": "chinese", "position": {"atoms": [{"position_id": 562, "txt": "没有马斯克那样的天使，“SpaceX之弟”可能都谈不上十月怀胎，更没有一朝分娩的事。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[62]"}]}, "tags": [], "label": "content", "web_segment_id": 35, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "有钱人为了激情一掷千金依然是可能的，但也是有门槛的。", "language": "chinese", "position": {"atoms": [{"position_id": 564, "txt": "有钱人为了激情一掷千金依然是可能的，但也是有门槛的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "门槛之上需要通往星辰大海，而不是柴米油盐酱醋。", "language": "chinese", "position": {"atoms": [{"position_id": 565, "txt": "门槛之上需要通往星辰大海，而不是柴米油盐酱醋。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "马斯克创建SpaceX是为了他的火星旅行梦，但战斗机在今天就是工业科技里的柴米油盐酱醋，尽管是枣木柴、松江米、橄榄油、自贡盐、六月鲜、老陈醋。", "language": "chinese", "position": {"atoms": [{"position_id": 566, "txt": "马斯克创建SpaceX是为了他的火星旅行梦，但战斗机在今天就是工业科技里的柴米油盐酱醋，尽管是枣木柴、松江米、橄榄油、自贡盐、六月鲜、老陈醋。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "在100年前，这还是很多人的梦想和激情之所在，还有过霍华德·休斯；", "language": "chinese", "position": {"atoms": [{"position_id": 567, "txt": "在100年前，这还是很多人的梦想和激情之所在，还有过霍华德·休斯；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "在今天，战斗机只是复杂而且昂贵的工业化产品而已，作为梦想，只存在于中小学生的心中。", "language": "chinese", "position": {"atoms": [{"position_id": 568, "txt": "在今天，战斗机只是复杂而且昂贵的工业化产品而已，作为梦想，只存在于中小学生的心中。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "但门槛之上的新质行业是有的，也正在吸引有钱人争相砸钱，这就是人工智能。", "language": "chinese", "position": {"atoms": [{"position_id": 570, "txt": "但门槛之上的新质行业是有的，也正在吸引有钱人争相砸钱，这就是人工智能。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[66]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "在某种程度上，今天的OpenAI就有20年前SpaceX的风貌，奥尔特曼在很多方面就像当年的马斯克，会讲故事，善拉投资。", "language": "chinese", "position": {"atoms": [{"position_id": 571, "txt": "在某种程度上，今天的OpenAI就有20年前SpaceX的风貌，奥尔特曼在很多方面就像当年的马斯克，会讲故事，善拉投资。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[66]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "他想复刻马斯克“从讲故事到成为故事”的故事。", "language": "chinese", "position": {"atoms": [{"position_id": 572, "txt": "他想复刻马斯克“从讲故事到成为故事”的故事。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[66]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "当然，20年后OpenAI会像今日SpaceX，还是像昨日“铱星”，只有时间才知道。", "language": "chinese", "position": {"atoms": [{"position_id": 573, "txt": "当然，20年后OpenAI会像今日SpaceX，还是像昨日“铱星”，只有时间才知道。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[66]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "风险投资就是这样的。", "language": "chinese", "position": {"atoms": [{"position_id": 574, "txt": "风险投资就是这样的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[66]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "另一个问题是军工的特殊性质。", "language": "chinese", "position": {"atoms": [{"position_id": 576, "txt": "另一个问题是军工的特殊性质。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[68]"}]}, "tags": [], "label": "content", "web_segment_id": 38, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "SpaceX与军工有关，但不是军工企业。", "language": "chinese", "position": {"atoms": [{"position_id": 578, "txt": "SpaceX与军工有关，但不是军工企业。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[70]"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "高端军品的研制方向并不完全由军工公司决定，比如说，六代机的研发方向和关键技术首先由DARPA进行探索性的研究，然后由空军的AFRL具体研究，这才轮得到飞机公司进行具体的产品设计。", "language": "chinese", "position": {"atoms": [{"position_id": 579, "txt": "高端军品的研制方向并不完全由军工公司决定，比如说，六代机的研发方向和关键技术首先由DARPA进行探索性的研究，然后由空军的AFRL具体研究，这才轮得到飞机公司进行具体的产品设计。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[70]"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "研发制造出来了，产品的出售更不能由军工公司决定。", "language": "chinese", "position": {"atoms": [{"position_id": 581, "txt": "研发制造出来了，产品的出售更不能由军工公司决定。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "卖给谁、什么时候、卖多少、什么规格都由政府控制。", "language": "chinese", "position": {"atoms": [{"position_id": 582, "txt": "卖给谁、什么时候、卖多少、什么规格都由政府控制。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "说起来，政府要买，军工公司想不买都不行。", "language": "chinese", "position": {"atoms": [{"position_id": 583, "txt": "说起来，政府要买，军工公司想不买都不行。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "军工公司最多只有外销定价权，内销连定价都由政府决定，要么是“成本加固定利润”模式，要么是“封顶价”模式，两种模式都没有市场价的空间。", "language": "chinese", "position": {"atoms": [{"position_id": 584, "txt": "军工公司最多只有外销定价权，内销连定价都由政府决定，要么是“成本加固定利润”模式，要么是“封顶价”模式，两种模式都没有市场价的空间。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[72]"}]}, "tags": [], "label": "content", 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"以色列长期要求购买F-22，日本甚至提议出资为F-22换装F-35的航电设备以避免美国的敏感性，美国拒绝了，洛克希德根本没有发言权。", "language": "chinese", "position": {"atoms": [{"position_id": 592, "txt": "以色列长期要求购买F-22，日本甚至提议出资为F-22换装F-35的航电设备以避免美国的敏感性，美国拒绝了，洛克希德根本没有发言权。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[76]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "SpaceX这样由创始人的激情驱动的公司也有独特的问题：", "language": "chinese", "position": {"atoms": [{"position_id": 594, "txt": "SpaceX这样由创始人的激情驱动的公司也有独特的问题：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[78]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "创始人的激情是会移情别恋的。", "language": "chinese", "position": {"atoms": [{"position_id": 595, "txt": "创始人的激情是会移情别恋的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[78]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "火星旅行还没有实现，SpaceX眼下没有危险，但特斯拉就是不同的问题。", "language": "chinese", "position": {"atoms": [{"position_id": 596, "txt": "火星旅行还没有实现，SpaceX眼下没有危险，但特斯拉就是不同的问题。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[78]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "特斯拉不是马斯克创建的，但是马斯克担任CEO后才有今天的，这也是“他的孩子”，曾经是马斯克的最大心血和最大声望之所在。", "language": "chinese", "position": {"atoms": [{"position_id": 598, "txt": "特斯拉不是马斯克创建的，但是马斯克担任CEO后才有今天的，这也是“他的孩子”，曾经是马斯克的最大心血和最大声望之所在。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[80]"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "最初的特斯拉汽车实际上是短命的Roadster，就是用“重型猎鹰”火箭打上太空的那个，2008年投产，2012年就停产了。", "language": "chinese", "position": {"atoms": [{"position_id": 600, "txt": 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106, "edu_l1_label": "IOS"}, {"txt": "12年的款型还在市场上晃荡，只是因为没有竞争对手，否则早过保鲜期了。", "language": "chinese", "position": {"atoms": [{"position_id": 604, "txt": "12年的款型还在市场上晃荡，只是因为没有竞争对手，否则早过保鲜期了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[84]"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "这些车型大多有过某种翻新升级，但没有火眼金睛看不出来。", "language": "chinese", "position": {"atoms": [{"position_id": 606, "txt": "这些车型大多有过某种翻新升级，但没有火眼金睛看不出来。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[86]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "特斯拉在中国余晖未尽，在欧美更是没有实质性的对手，换型压力貌似不大，其实非常需要全面换型了。", "language": "chinese", "position": {"atoms": [{"position_id": 607, "txt": "特斯拉在中国余晖未尽，在欧美更是没有实质性的对手，换型压力貌似不大，其实非常需要全面换型了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[86]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "在外观设计上尤其需要全新语言，保持热辣滚烫，而不是等市场厌倦后再亡羊补牢。", "language": "chinese", "position": {"atoms": [{"position_id": 608, "txt": "在外观设计上尤其需要全新语言，保持热辣滚烫，而不是等市场厌倦后再亡羊补牢。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[86]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "但马斯克已经在把重点放到智驾，长远则是机器人和AI，特斯拉和电动汽车对他而言已经是左手摸右手，而他都不需要一个居家过日子的。", "language": "chinese", "position": {"atoms": [{"position_id": 610, "txt": "但马斯克已经在把重点放到智驾，长远则是机器人和AI，特斯拉和电动汽车对他而言已经是左手摸右手，而他都不需要一个居家过日子的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[88]"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "这是天使型创始人的原生局限。", "language": "chinese", "position": {"atoms": [{"position_id": 612, "txt": "这是天使型创始人的原生局限。", "x": 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[{"position_id": 616, "txt": "三", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[92]/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 50, "global_sentence_id": 115, "edu_l1_label": "BOS"}, {"txt": "第二个问题是供应链。", "language": "chinese", "position": {"atoms": [{"position_id": 618, "txt": "第二个问题是供应链。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[94]"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "运载火箭是相对“短链”的产业。", "language": "chinese", "position": {"atoms": [{"position_id": 620, "txt": "运载火箭是相对“短链”的产业。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[96]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "火箭技术自然是高精尖的，但涉及到的供应链较短，涉及的产品数量较小。", "language": "chinese", "position": {"atoms": [{"position_id": 621, "txt": "火箭技术自然是高精尖的，但涉及到的供应链较短，涉及的产品数量较小。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[96]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "从大工业的角度来说，几乎可说是“手搓工业”。", "language": "chinese", "position": {"atoms": [{"position_id": 622, "txt": "从大工业的角度来说，几乎可说是“手搓工业”。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[96]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "这使得SpaceX这样的公司只需要专注于攻克少数技术瓶颈，就能最终打通研发到制造的整个路线。", "language": "chinese", "position": {"atoms": [{"position_id": 624, "txt": "这使得SpaceX这样的公司只需要专注于攻克少数技术瓶颈，就能最终打通研发到制造的整个路线。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[98]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": 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"txt": "南北六代已经领先美国，但中国的杀手锏也是从弹道导弹开始的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[102]"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "相比之下，中国战斗机走到世界先进水平的路就漫长、艰难得多，也正是因为“短链”可以集中力量、攻其一点不及其余。", "language": "chinese", "position": {"atoms": [{"position_id": 633, "txt": "相比之下，中国战斗机走到世界先进水平的路就漫长、艰难得多，也正是因为“短链”可以集中力量、攻其一点不及其余。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[102]"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "战斗机研发即使有一个天才团队，依然需要从风洞、超算到材料、加工的完整体系，缺一环都会被绊倒。", "language": "chinese", "position": {"atoms": [{"position_id": 634, "txt": "战斗机研发即使有一个天才团队，依然需要从风洞、超算到材料、加工的完整体系，缺一环都会被绊倒。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[102]"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "然后是生产。", "language": "chinese", "position": {"atoms": [{"position_id": 636, "txt": "然后是生产。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[104]"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "战斗机的供应链可能属于现代工业产品中最漫长、最复杂之列。", "language": "chinese", "position": {"atoms": [{"position_id": 637, "txt": "战斗机的供应链可能属于现代工业产品中最漫长、最复杂之列。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[104]"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "战斗机本身有气动设计、材料和制造技术的挑战，航电（包括硬件和软件）的挑战正在引起人们的极大关注，洛克希德在好不容易迈过气动、制造和发动机的泥坑后，又掉进软件泥坑了，前不久F-35A的“交付但空军拒收”就是因为Block 4软件没有到位。", "language": "chinese", "position": {"atoms": [{"position_id": 638, "txt": "战斗机本身有气动设计、材料和制造技术的挑战，航电", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[104]"}, {"position_id": 640, "txt": "（包括硬件和软件）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[104]/span"}, {"position_id": 642, "txt": "的挑战正在引起人们的极大关注，洛克希德在好不容易迈过气动、制造和发动机的泥坑后，又掉进软件泥坑了，前不久F-35A的“交付但空军拒收”就是因为Block 4软件没有到位。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[104]/span"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "但这些还都是战斗机公司内部的挑战，发动机和武器系统是外部的挑战，克服挑战和控制进度直接超出了飞机公司的能力边界。", "language": "chinese", "position": {"atoms": [{"position_id": 644, "txt": "但这些还都是战斗机公司内部的挑战，发动机和武器系统是外部的挑战，克服挑战和控制进度直接超出了飞机公司的能力边界。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[106]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "这些问题是“SpaceX之弟”也解决不了的，需要的是“SpaceX村”。", "language": "chinese", "position": {"atoms": [{"position_id": 646, "txt": "这些问题是“SpaceX之弟”也解决不了的，需要的是“SpaceX村”。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[108]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "美国六代机需要解决的是战斗机生态，而不只是产品。", "language": "chinese", "position": {"atoms": [{"position_id": 647, "txt": "美国六代机需要解决的是战斗机生态，而不只是产品。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[108]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "但SpaceX产生条件的特殊性，决定了产生“SpaceX之弟”都难。", "language": "chinese", "position": {"atoms": [{"position_id": 648, "txt": "但SpaceX产生条件的特殊性，决定了产生“SpaceX之弟”都难。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[108]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "四", "language": "chinese", "position": {"atoms": [{"position_id": 650, "txt": "四", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[110]/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 59, "global_sentence_id": 136, "edu_l1_label": "BOS"}, {"txt": "第三个问题是人才队伍。", "language": "chinese", "position": {"atoms": [{"position_id": 652, "txt": "第三个问题是人才队伍。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[112]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "由于“短链”特点，运载火箭是可能由一个精锐的小团队“手搓”而成的。", "language": "chinese", "position": {"atoms": [{"position_id": 654, "txt": "由于“短链”特点，运载火箭是可能由一个精锐的小团队“手搓”而成的。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[114]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "在SpaceX创建的时代，马斯克也有现成的人才可挖。", "language": "chinese", "position": {"atoms": [{"position_id": 655, "txt": "在SpaceX创建的时代，马斯克也有现成的人才可挖。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[114]"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "美国一直有活跃的业余航天圈子。", "language": "chinese", "position": {"atoms": [{"position_id": 657, "txt": "美国一直有活跃的业余航天圈子。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[116]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "有些成员是业余的，有些成员是专业的但怀才不遇，SpaceX的“一号员工”汤姆·穆勒就是这样一个例子。", "language": "chinese", "position": {"atoms": [{"position_id": 658, "txt": "有些成员是业余的，有些成员是专业的但怀才不遇，SpaceX的“一号员工”汤姆·穆勒就是这样一个例子。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[116]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "他在TRW工作了15年，领导过重大火箭发动机项目，但最终还是要靠自己业余造小火箭来充分发挥才智。", "language": "chinese", "position": {"atoms": [{"position_id": 659, "txt": "他在TRW工作了15年，领导过重大火箭发动机项目，但最终还是要靠自己业余造小火箭来充分发挥才智。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[116]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "马斯克“发现”他时，他刚用朋友的空置仓库造出来最大的业余液体燃料火箭，36公斤重的小东西推力高达58kN。", "language": "chinese", "position": {"atoms": [{"position_id": 660, "txt": "马斯克“发现”他时，他刚用朋友的空置仓库造出来最大的业余液体燃料火箭，36公斤重的小东西推力高达58kN。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[116]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "这也是航天飞机计划走向尾声的时代，一些人离开NASA，加入SpaceX。", "language": "chinese", "position": {"atoms": [{"position_id": 662, "txt": "这也是航天飞机计划走向尾声的时代，一些人离开NASA，加入SpaceX。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[118]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "1990年代后到21世纪初的美国航天工业并购大潮也是马斯克的可乘之机。", "language": "chinese", "position": {"atoms": [{"position_id": 663, "txt": "1990年代后到21世纪初的美国航天工业并购大潮也是马斯克的可乘之机。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[118]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": "业余航空圈子在美国也很活跃，还常有各种比赛。", "language": "chinese", "position": {"atoms": [{"position_id": 665, "txt": "业余航空圈子在美国也很活跃，还常有各种比赛。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[120]"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "但这是自组装飞机（kit plane）级别的，与现代高性能战斗机之间好比中小学编程兴趣小组大作业与IT大厂核心项目的差别。", "language": "chinese", "position": {"atoms": [{"position_id": 666, "txt": "但这是自组装飞机", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[120]"}, {"position_id": 668, "txt": "（kit plane）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[120]/span"}, {"position_id": 670, "txt": "级别的，与现代高性能战斗机之间好比中小学编程兴趣小组大作业与IT大厂核心项目的差别。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[120]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "实际上差别更大，因为“航空大厂”还需要从NASA的理论支援，到DARPA的实用化关键技术预研，到AFRL的作战研究，到空军资深飞行员队伍里精选、训练出来的试飞员队伍，整个体系的支援。", "language": "chinese", "position": {"atoms": [{"position_id": 671, "txt": "实际上差别更大，因为“航空大厂”还需要从NASA的理论支援，到DARPA的实用化关键技术预研，到AFRL的作战研究，到空军资深飞行员队伍里精选、训练出来的试飞员队伍，整个体系的支援。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[120]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "比如说，涡升力是NASA的研究范畴，各种垂直-短距起落（VTOL/STOL）原理也是NASA的研究范畴。", "language": "chinese", "position": {"atoms": [{"position_id": 673, "txt": "比如说，涡升力是NASA的研究范畴，各种垂直-短距起落", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]"}, {"position_id": 675, "txt": "（VTOL/STOL）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]/span[1]"}, {"position_id": 677, "txt": "原理也是NASA的研究范畴。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": "但在垂直起飞-短距着陆（STOVL）飞机的基础上，去掉STOVL专用设备，转用于额外燃油，以形成三军通用战斗机的基础，这就是DARPA的应用预研范畴了，各种隐身原理也是DARPA的研究范畴。", "language": "chinese", "position": {"atoms": [{"position_id": 678, "txt": "但在垂直起飞-短距着陆", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]/span[1]"}, {"position_id": 680, "txt": "（STOVL）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]/span[2]"}, {"position_id": 682, "txt": "飞机的基础上，去掉STOVL专用设备，转用于额外燃油，以形成三军通用战斗机的基础，这就是DARPA的应用预研范畴了，各种隐身原理也是DARPA的研究范畴。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": "隐身、STOVL在战术环境下的价值和使用则是AFRL的研究范畴。", "language": "chinese", "position": {"atoms": [{"position_id": 683, "txt": "隐身、STOVL在战术环境下的价值和使用则是AFRL的研究范畴。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": "这些事情理清了，才有飞机公司提出设计方案和竞标的事情。", "language": "chinese", "position": {"atoms": [{"position_id": 684, "txt": "这些事情理清了，才有飞机公司提出设计方案和竞标的事情。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "试飞员则不能从飞机公司的设计室和生产线上培养出来，得靠空军。", "language": "chinese", "position": {"atoms": [{"position_id": 685, "txt": "试飞员则不能从飞机公司的设计室和生产线上培养出来，得靠空军。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[122]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "另一个大问题是：", "language": "chinese", "position": {"atoms": [{"position_id": 687, "txt": "另一个大问题是：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[124]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "美国其实已经30年没有设计过全新的战斗机了。", "language": "chinese", "position": {"atoms": [{"position_id": 688, "txt": "美国其实已经30年没有设计过全新的战斗机了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[124]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "F-35是2001年启动系统研发与演示（SDD）阶段的，但算入JSF阶段X-35的设计，那是1995年。", "language": "chinese", "position": {"atoms": [{"position_id": 690, "txt": "F-35是2001年启动系统研发与演示", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[126]"}, {"position_id": 692, "txt": "（SDD）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[126]/span"}, {"position_id": 694, "txt": "阶段的，但算入JSF阶段X-35的设计，那是1995年。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[126]/span"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "波音也一样，X-32还是落选的。", "language": "chinese", "position": {"atoms": [{"position_id": 695, "txt": "波音也一样，X-32还是落选的。", "x": 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"web_segment_id": 80, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "美国政府帮扶和补贴新势力倒不是问题，打破军工复合体的利益链是一直在试的事情。", "language": "chinese", "position": {"atoms": [{"position_id": 743, "txt": "美国政府帮扶和补贴新势力倒不是问题，打破军工复合体的利益链是一直在试的事情。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[154]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "在美国空军“协同作战飞机”（CCA，过去称忠诚僚机计划）第一阶段竞标中，老字号洛克希德、波音、诺斯罗普齐齐落选，相对资格较浅的通用原子和安杜里尔获得进入下一轮的资格，就是在有意培养“体制外”力量。", "language": "chinese", "position": {"atoms": [{"position_id": 744, "txt": "在美国空军“协同作战飞机”", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[154]"}, {"position_id": 746, "txt": "（CCA，过去称忠诚僚机计划）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[154]/span"}, {"position_id": 748, "txt": "第一阶段竞标中，老字号洛克希德、波音、诺斯罗普齐齐落选，相对资格较浅的通用原子和安杜里尔获得进入下一轮的资格，就是在有意培养“体制外”力量。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[154]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 188, "edu_l1_label": "IOS"}, {"txt": "但CCA只是亚音速、中等机动性、有限隐身的ISR飞机，具有一定的“遥控游动弹舱”能力，由靶机技术发展而来，但远非无人化的高性能战斗机。", "language": "chinese", "position": {"atoms": [{"position_id": 750, "txt": "但CCA只是亚音速、中等机动性、有限隐身的ISR飞机，具有一定的“遥控游动弹舱”能力，由靶机技术发展而来，但远非无人化的高性能战斗机。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[156]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 189, "edu_l1_label": "IOS"}, {"txt": "说到底，这只是可消耗但最好重复使用的低成本无人机，在基本飞机技术上相当于增强型靶机，本身技术和涉及供应链的复杂性远远不及战斗机。", "language": "chinese", "position": {"atoms": [{"position_id": 751, "txt": "说到底，这只是可消耗但最好重复使用的低成本无人机，在基本飞机技术上相当于增强型靶机，本身技术和涉及供应链的复杂性远远不及战斗机。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[156]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 190, "edu_l1_label": "IOS"}, {"txt": "美国空军计划购买1000架CCA，将为200架NGAD和300架F-35A各配备2架CCA。", "language": "chinese", "position": {"atoms": [{"position_id": 753, "txt": "美国空军计划购买1000架CCA，将为200架NGAD和300架F-35A各配备2架CCA。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[158]"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 191, "edu_l1_label": "IOS"}, {"txt": "美国空军计划采购1700多架F-35A，为什么只给其中300架配备CCA，美国空军没有说明，可能需要硬件、软件升级。", "language": "chinese", "position": {"atoms": [{"position_id": 754, "txt": "美国空军计划采购1700多架F-35A，为什么只给其中300架配备CCA，美国空军没有说明，可能需要硬件、软件升级。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[158]"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "不管是通用原子还是安杜里尔，都没有这样的大规模生产经验，供应链也是大问号。", "language": "chinese", "position": {"atoms": [{"position_id": 756, "txt": "不管是通用原子还是安杜里尔，都没有这样的大规模生产经验，供应链也是大问号。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[160]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 193, "edu_l1_label": "IOS"}, {"txt": "即使这一步打通，也只是刚看到（还没有摸到）战斗机世界的门槛。", "language": "chinese", "position": {"atoms": [{"position_id": 757, "txt": "即使这一步打通，也只是刚看到", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[160]"}, {"position_id": 759, "txt": "（还没有摸到）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[160]/span"}, {"position_id": 761, "txt": "战斗机世界的门槛。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[160]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 194, "edu_l1_label": "IOS"}, {"txt": "军工复合体从艾森豪威尔时代开始就是个事。", "language": "chinese", "position": {"atoms": [{"position_id": 763, "txt": "军工复合体从艾森豪威尔时代开始就是个事。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[162]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": "50多年后，军工复合体越来越强大了。", "language": "chinese", "position": {"atoms": [{"position_id": 764, "txt": "50多年后，军工复合体越来越强大了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[162]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 196, "edu_l1_label": "IOS"}, {"txt": "通用原子、安杜里尔离成为“SpaceX之弟”还有非常遥远的距离，只比中小学兴趣小组升级了一丢丢，刚到大二竞赛水平。", "language": "chinese", "position": {"atoms": [{"position_id": 765, "txt": "通用原子、安杜里尔离成为“SpaceX之弟”还有非常遥远的距离，只比中小学兴趣小组升级了一丢丢，刚到大二竞赛水平。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[162]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 197, "edu_l1_label": "IOS"}, {"txt": "在可预见的将来，美国六代机的希望（和绝望）还是在于洛克希德，在较小程度上还有波音，在更小程度上诺斯罗普也可以算一个。", "language": "chinese", "position": {"atoms": [{"position_id": 767, "txt": "在可预见的将来，美国六代机的希望", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[164]"}, {"position_id": 769, "txt": "（和绝望）", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[164]/span"}, {"position_id": 771, "txt": "还是在于洛克希德，在较小程度上还有波音，在更小程度上诺斯罗普也可以算一个。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[164]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 198, "edu_l1_label": "IOS"}], "type": "WEB"}
# “SpaceX模式”能救美国六代机吗？ ## 一 ## 二 ## 三 ## 四 ## 五
52a46eb3-a437-4672-b3b2-0983a4db6153
web
test/raw_web_htmls/52a46eb3-a437-4672-b3b2-0983a4db6153.html
https://mp.weixin.qq.com/s?__biz=MjM5MTIwMzU1NA==&mid=2651910707&idx=3&sn=8020b2ee96dfd420a3e58e690acde9b4&scene=0
{"entry_id": "52a46eb3-a437-4672-b3b2-0983a4db6153", "infos": [{"txt": "关于举办2025年西城区定向运动裁判员培训班的通知", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "关于举办2025年西城区定向运动裁判员培训班的通知", "x": ""}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": " 关于举办2025年西城区定向运动裁判员培训班的通知 ", "language": "chinese", "position": {"atoms": [{"position_id": 777, "txt": "\n \n关于举办2025年西城区定向运动裁判员培训班的通知\n ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 37, "global_sentence_id": 1, "edu_l1_label": "BOT"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1CBqBq1cOKFW2oQMtD3kysZg.png", "language": "chinese", "position": {"atoms": [{"position_id": 69, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1CBqBq1cOKFW2oQMtD3kysZg.png", "x": 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{"atoms": [{"position_id": 783, "txt": "各有关单位：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section/section[4]/section/section[2]/p[1]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 42, "global_sentence_id": 5, "edu_l1_label": "IOS"}, {"txt": "　　为加强对西城区定向运动裁判队伍的管理，提高西城区定向运动裁判队伍的执裁水平，做好后备人才的储备工作，完善上岗培训机制，定于2025年4月4日至6日举办二级、三级定向运动裁判员晋级培训班。", "language": "chinese", "position": {"atoms": [{"position_id": 785, "txt": "　　为加强对西城区定向运动裁判队伍的管理，提高西城区定向运动裁判队伍的执裁水平，做好后备人才的储备工作，完善上岗培训机制，定于", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section/section[4]/section/section[2]/p[2]/span[1]"}, {"position_id": 787, "txt": "2025年4月4日至6日举办二级、三级定向运动裁判员晋级培训班。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section/section[4]/section/section[2]/p[2]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 43, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "现将有关事宜通知如下：", "language": "chinese", "position": {"atoms": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section/section[5]/section/section[1]/section/section/section/p/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 45, "global_sentence_id": 9, "edu_l1_label": "BOS"}, {"txt": "北京市定向运动协会", "language": "chinese", "position": {"atoms": [{"position_id": 793, "txt": "北京市定向运动协会", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section/section[6]/section/p[1]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 46, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "西城区体育总会定向运动专委会", "language": "chinese", "position": {"atoms": [{"position_id": 795, "txt": "西城区体育总会定向运动专委会", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[4]/section/section[6]/section/p[2]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 47, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "<img 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# 关于举办2025年西城区定向运动裁判员培训班的通知 ## 一、主办单位 ## 二、承办单位 ## 三、协办单位 ## 四、日程安排 ## 五、培训内容 ## 六、考核 ### （一）考核内容： ### （二）考核项目： ### （三）考核通过标准及申报裁判员流程： ## 七、报名及报到 ### （一）报名资格： ### （二）报名信息 ### （三）报到时间、地点及联系方式 ### (四)资料费： ## 八、其他
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"2月7日下午，记者致电三家位于大同古城沿街商铺，店主均表示在年前（1月27日）有工作人员到店通知，发放倡议书，要求春节期间要彻夜开灯，直到正月十五结束。", "language": "chinese", "position": {"atoms": [{"position_id": 491, "txt": "2月7日下午，记者致电三家位于大同古城沿街商铺，店主均表示在年前（1月27日）有工作人员到店通知，发放倡议书，要求春节期间要彻夜开灯，直到正月十五结束。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "“这几天也一直亮着呢，橱窗灯24小时开着。”", "language": "chinese", "position": {"atoms": [{"position_id": 492, "txt": "“这几天也一直亮着呢，橱窗灯24小时开着。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "“破门开灯”引起关注后，2月6日，大同日报发文称，春节期间，当地政府倡议大同古城内沿街商户尽量延长营业时间，夜间开启店铺灯光，让城市的夜晚更加璀璨绚丽。", "language": "chinese", "position": {"atoms": [{"position_id": 494, "txt": "“破门开灯”引起关注后，2月6日，大同日报发文称，春节期间，当地政府倡议大同古城内沿街商户尽量延长营业时间，夜间开启店铺灯光，让城市的夜晚更加璀璨绚丽。", "x": 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[], "label": "content", "web_segment_id": 72, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "政府机关工作人员强行撬锁开门、开灯，造成门锁损坏、电费损耗，都侵犯了店主的财产权利，后续也需要承担赔偿责任。", "language": "chinese", "position": {"atoms": [{"position_id": 509, "txt": "政府机关工作人员强行撬锁开门、开灯，造成门锁损坏、电费损耗，都侵犯了店主的财产权利，后续也需要承担赔偿责任。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "根据报道信息，撬锁开灯的人员可能涉及公安、消防、城管等多个单位。", "language": "chinese", "position": {"atoms": [{"position_id": 511, "txt": "根据报道信息，撬锁开灯的人员可能涉及公安、消防、城管等多个单位。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[40]/span"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "朱孝顶认为，即使由警方开门，上述行为也是违法的。", "language": "chinese", "position": {"atoms": [{"position_id": 512, "txt": "朱孝顶认为，即使由警方开门，上述行为也是违法的。", "x": 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"但是，情况紧急的除外。", "language": "chinese", "position": {"atoms": [{"position_id": 520, "txt": "但是，情况紧急的除外。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[44]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "行政机关不得对居民生活采取停止供水、供电、供热、供燃气等方式迫使当事人履行相关行政决定。", "language": "chinese", "position": {"atoms": [{"position_id": 522, "txt": "行政机关不得对居民生活采取停止供水、供电、供热、供燃气等方式迫使当事人履行相关行政决定。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[46]/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "朱孝顶认为，在没有刑事案件的情况下，公安机关撬门违反了“公安民警不得参与与警务无关的活动”的规定。", "language": "chinese", "position": {"atoms": [{"position_id": 524, "txt": "朱孝顶认为，在没有刑事案件的情况下，公安机关撬门违反了“公安民警不得参与与警务无关的活动”的规定。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "“根据警察法规定，商户要不要开灯，这是非警务活动。”", "language": "chinese", "position": {"atoms": [{"position_id": 525, "txt": "“根据警察法规定，商户要不要开灯，这是非警务活动。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "他补充，《倡议书》不能成为执法的依据，没有法律效果，也不是行政行为。", "language": "chinese", "position": {"atoms": [{"position_id": 527, "txt": "他补充，《倡议书》不能成为执法的依据，没有法律效果，也不是行政行为。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "政府要让公民让渡个人财产权益，只有基于公共利益的需要，经过正当的法律程序，才能提出征收、征用。", "language": "chinese", "position": {"atoms": [{"position_id": 528, "txt": "政府要让公民让渡个人财产权益，只有基于公共利益的需要，经过正当的法律程序，才能提出征收、征用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "“既然是提倡，那么别人遵守或不遵守，都不违反任何法规。", "language": "chinese", "position": {"atoms": [{"position_id": 529, "txt": "“既然是提倡，那么别人遵守或不遵守，都不违反任何法规。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "政府和司法机关没有行政处罚和强制执行的权力。", "language": "chinese", "position": {"atoms": [{"position_id": 530, "txt": "政府和司法机关没有行政处罚和强制执行的权力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "撬门开锁的工作人员，应该被追究法律责任。”", "language": "chinese", "position": {"atoms": [{"position_id": 531, "txt": "撬门开锁的工作人员，应该被追究法律责任。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "来源 | 封面新闻 大风新闻", "language": 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"language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "\n 读特在线 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 104, "global_sentence_id": 83, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 山西大同“破门亮灯”事件后续：赔偿补贴措施将进一步通报 ## 当地倡议“亮灯”营造节日氛围店铺闭店后被“撬锁开灯” ## 涉事街道办道歉当地：赔偿补贴将进一步通报 ## 律师：涉嫌非法侵入当地应追究法律责任
3afd6d07-0a44-42fe-a21e-233ca8783077
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test/raw_web_htmls/3afd6d07-0a44-42fe-a21e-233ca8783077.html
https://mp.weixin.qq.com/s?__biz=Mzg4MDY5NDMyMg==&mid=2247762961&idx=1&sn=a82dfa8cf446c4a35c9bef549b96c6e5&scene=0
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# 震动汽车圈！两大央企集团筹划重组 ## 东风系公司密集公告 ## 兵装系上市公司密集公告
ecd56232-80b1-46bb-b142-1ac961e69642
web
test/raw_web_htmls/ecd56232-80b1-46bb-b142-1ac961e69642.html
https://www.cnn.com/2025/02/04/sport/1984-super-bowl-commercial-spt-intl/index.html
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So all of these categories were all kind of piling in.” ", "language": "english", "position": {"atoms": [{"position_id": 332, "txt": " So all of these categories were all kind of piling in.”\n ", "x": "/html/body/div[2]/section[4]/section[1]/section[1]/article/section/main/div[2]/div[1]/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 39, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": " It meant Apple were able to spend the kind of money – estimated by Stubley to be around $600,000 ($1.8 million when adjusted for inflation) – that was required for what was essentially a 60-second blockbuster.", "language": "english", "position": {"atoms": [{"position_id": 334, "txt": "\n It meant Apple were able to spend the kind of money – estimated by Stubley to be around $600,000 ($1.8 million when adjusted for inflation) – that was required for what was essentially a 60-second blockbuster.", "x": 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"edu_l1_label": "IOS"}, {"txt": " And if you find yourself laughing, or texting a friend, or just thinking about about any of the commercials you see this Sunday, spare a thought for “1984.”", "language": "english", "position": {"atoms": [{"position_id": 396, "txt": "\n And if you find yourself laughing, or texting a friend, or just thinking about about any of the commercials you see this Sunday, spare a thought for “1984.”", "x": "/html/body/div[2]/section[4]/section[1]/section[1]/article/section/main/div[2]/div[1]/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": " They might not exist without it.", "language": "english", "position": {"atoms": [{"position_id": 397, "txt": " They might not exist without it.", "x": "/html/body/div[2]/section[4]/section[1]/section[1]/article/section/main/div[2]/div[1]/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 91, "edu_l1_label": "IOS"}], "type": "WEB"}
# How Apple’s ‘1984’ Super Bowl commercial changed advertising forever ## A big splash ## A new age
32221229-47e6-4222-9101-85ec0c1f0edb
web
test/raw_web_htmls/32221229-47e6-4222-9101-85ec0c1f0edb.html
https://mp.weixin.qq.com/s?__biz=MjM5MzcxMTIyMw==&mid=2650481912&idx=1&sn=485af131c8de16a1d0712a780f927442&scene=0
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"txt": "还有一些“AI训练营”课程，号称可以帮助用户用AI赚取人生第一桶金，靠AI出方案“搞定甲方”......", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "吴女士曾经花199元购买了“靠DeepSeek起号”的课程，她说，用过之后才发现，所谓课程教授的内容都非常基础，有种“上当受骗”的感觉。", "language": "chinese", "position": {"atoms": [{"position_id": 362, "txt": "吴女士曾经花199元购买了“靠DeepSeek起号”的课程，她说，用过之后才发现，所谓课程教授的内容都非常基础，有种“上当受骗”的感觉。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "“很多都是网上能查到的信息，所谓的一些爆款技巧也是很笼统的，没什么参考性，感觉这个钱花得不值。”", "language": "chinese", "position": {"atoms": [{"position_id": 363, "txt": "“很多都是网上能查到的信息，所谓", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span"}, {"position_id": 365, "txt": "的一些爆款技巧也是很笼统的，没什么参考性，感觉这个钱花得不值。", "x": 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"现在各大主流AI都可以直接用自然语言与其交流。", "language": "chinese", "position": {"atoms": [{"position_id": 374, "txt": "现在各大主流AI都可以直接用自然语言与其交流。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 64, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "包冉：", "language": "chinese", "position": {"atoms": [{"position_id": 376, "txt": "包冉：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "先说结论，压根没有必要为这些所谓的教程花钱，因为这些教程一不专业，二不专注，三也不尊重开源世界基本规则。", "language": "chinese", "position": {"atoms": [{"position_id": 377, "txt": "先说结论，压根没有必要为这些所谓的教程花钱，因为这些教程", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span[1]"}, {"position_id": 379, "txt": "一不专业，二不专注，三也不尊重开源世界基本规则。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 65, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "如果仅仅是教你怎么登录网页下载App，怎么使用一种格式化的提示词，尤其不适用于DeepSeek。", "language": "chinese", "position": {"atoms": [{"position_id": 381, "txt": "如果仅仅是教你怎么登录网页下载App，怎么使用一种格式化的提示词，尤其不适用于DeepSeek。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "指令集的方式实际上它针对的是初期的大模型，它的数据训练和蒸馏的层数不够，所以说我们还需要更多地去指示它怎么做，相当于带着它来做。", "language": "chinese", "position": {"atoms": [{"position_id": 382, "txt": "指令集的方式实际上它针对的是初期的大模型，它的数据训练和蒸馏的层数不够，所以说我们还需要更多地去指示它怎么做，相当于带着它来做。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "DeepSeek的推理能力大大增强，说人话就可以了，不用再去搞一些似是而非的这种结构化的语言，如果是教授这些内容向普通用户收费的话，太“黑”了。", "language": "chinese", 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"web_segment_id": 67, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "包冉提示，即使人工智能功能再强大，也难免会出现“幻觉”——也就是生成看似合理但实际有误的内容，所以对其生成的内容，务必要加以鉴别。", "language": "chinese", "position": {"atoms": [{"position_id": 393, "txt": "包冉提示，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/span"}, {"position_id": 395, "txt": "即使人工智能功能再强大，也难免会出现“幻觉”——也就是生成看似合理但实际有误的内容，所以对其生成的内容，务必要加以鉴别。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 68, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "包冉：", "language": "chinese", "position": {"atoms": [{"position_id": 397, "txt": "包冉：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "“目前的大模型归根结底依然是注意力机制。", "language": "chinese", "position": {"atoms": [{"position_id": 398, "txt": "“目前的大模型归根结底依然是注意力机制。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "它实际上是经过训练的语料，训练的是一种不同字词之间的组合概率，这种组合概率只要被自认为是合理的就会被输出。", "language": "chinese", "position": {"atoms": [{"position_id": 399, "txt": "它实际上是经过训练的语料，训练的是一种不同字词之间的组合概率，这种组合概率只要被自认为是合理的就会被输出。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "如果是做严肃的工作，比如写论文，一定要做二次的查证。", "language": "chinese", "position": {"atoms": [{"position_id": 400, "txt": "如果是做严肃的工作，比如写论文，一定要做二次的查证。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "如果你希望它进行代码的编辑，也要进行仔细的检查和debug。”", "language": "chinese", "position": {"atoms": [{"position_id": 401, "txt": "如果你希望它进行代码的编辑，也要进行仔细的检查和debug。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4jV67f2ZE7z3316cEc1KjZHa.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 159, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4jV67f2ZE7z3316cEc1KjZHa.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 70, "global_sentence_id": 56, "edu_l1_label": "EDU_O"}, {"txt": "图源：", "language": "chinese", "position": {"atoms": [{"position_id": 403, "txt": "图源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 71, "global_sentence_id": 57, "edu_l1_label": "EDU_O"}, {"txt": "视觉中国", "language": "chinese", "position": {"atoms": [{"position_id": 404, "txt": "视觉中国", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 71, "global_sentence_id": 58, "edu_l1_label": "EDU_O"}, {"txt": "此外，“DeepSeek爆火，培训课火热”的类似情况并不少见。", "language": "chinese", "position": {"atoms": [{"position_id": 406, "txt": "此外，“DeepSeek爆火，培训课火热”的类似情况并不少见。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "此前，区块链、元宇宙、ChatGPT等概念大火时，都有过类似培训课程的出现。", "language": "chinese", "position": {"atoms": [{"position_id": 407, "txt": "此前，区块链、元宇宙、ChatGPT等概念大火时，都有过类似培训课程的出现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "这背后既有市场需求的推动，也有一些人在追求短期利益，消费者需要仔细甄别课程质量和性价比，避免被夸大其词的宣传所误导。", "language": "chinese", "position": {"atoms": [{"position_id": 409, "txt": "这背后既有市场需求的推动，也有一些人在追求短期利益，消费者需要仔细甄别课程质量和性价比，避免被夸大其词的宣传所误导。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span[1]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 72, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "其次，可以通过自学、参与开源社区等方式，来获取DeepSeek相关知识和经验。", "language": "chinese", "position": {"atoms": [{"position_id": 411, "txt": "其次，可以通过自学、参与开源社区等方式，来获取DeepSeek相关知识和经验。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span[1]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 72, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "注意鉴别“假网站”", "language": "chinese", "position": {"atoms": [{"position_id": 413, "txt": "注意鉴别“假网站”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/span/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 73, "global_sentence_id": 63, "edu_l1_label": "BOS"}, {"txt": "最近，DeepSeek现象级爆火，钓鱼黑产也盯上了它的高关注度。", "language": "chinese", "position": {"atoms": [{"position_id": 415, "txt": "最近，DeepSeek现象级爆火，钓鱼黑产也盯上了它的高关注度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[27]/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "记者从奇安信XLab实验室获得的报告显示，近期，不少仿冒DeepSeek的网站、钓鱼网站大量出现，公众还需提高警惕、注意鉴别。", "language": "chinese", "position": {"atoms": [{"position_id": 416, "txt": "记者从奇安信XLab实验室获得的报告显示，近期，不少仿冒DeepSeek的网站、钓鱼网站大量出现，公众还需提高警惕、注意鉴别。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[27]/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "报告指出，通常假冒抢注的网址数字多在十位级别至多百级别，但是这次已经有超过2000个域名，而且现在这个数字还在快速增加。", "language": "chinese", "position": {"atoms": [{"position_id": 418, "txt": "报告指出，通常假冒抢注的网址数字多在十位级别至多百级别，", "x": 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"language": "chinese", "position": {"atoms": [{"position_id": 431, "txt": "也有抢注域名，以期获得收益的……", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[30]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 77, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4FRq8e1mgH6L1LIuDC39ur0M.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 187, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/4FRq8e1mgH6L1LIuDC39ur0M.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[31]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 78, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}, {"txt": "图源：", "language": "chinese", "position": {"atoms": [{"position_id": 433, "txt": "图源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[32]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 79, "global_sentence_id": 73, "edu_l1_label": "EDU_O"}, {"txt": "视觉中国", "language": "chinese", "position": {"atoms": [{"position_id": 434, "txt": "视觉中国", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[32]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 79, "global_sentence_id": 74, "edu_l1_label": "EDU_O"}, {"txt": "根据报告显示，有人瞄上DeepSeek的“黑产”，用“山寨”来传播恶意软件、窃取个人信息或骗取订阅费用；", "language": "chinese", "position": {"atoms": [{"position_id": 436, "txt": "根据报告显示，有人瞄上DeepSeek的“黑产”，用“山寨”来传播恶意软件、窃取个人信息或骗取订阅费用；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "还有人紧跟技术潮流，推出所谓“DeepSeek加持”的各种高大上功能的空气币（无实质价值的虚拟货币）；", "language": "chinese", "position": {"atoms": [{"position_id": 437, "txt": "还有人紧跟技术潮流，推出所谓“DeepSeek加持”的各种高大上功能的空气币（无实质价值的虚拟货币）；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "甚至出现宣称可购买DeepSeek内部原始股的网站。", "language": "chinese", "position": {"atoms": [{"position_id": 438, "txt": "甚至出现宣称可购买DeepSeek内部原始股的网站。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "报告指出，这种模式与过往许多科技爆款（如ChatGPT）在爆火后迅速出现大量仿冒和诈骗的趋势高度相似。", "language": "chinese", "position": {"atoms": [{"position_id": 440, "txt": "报告指出，这种模式与过往许多科技爆款（如ChatGPT）在爆火后迅速出现大量仿冒和诈骗的趋势高度相似。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[34]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "绝大多数的域名注册人都采取了隐私保护措施，因此无法看出是否存在同一个实体进行大批量注册的情况。", "language": "chinese", "position": {"atoms": [{"position_id": 442, "txt": "绝大多数的域名注册人都采取了隐私保护措施，因此无法看出是否存在同一个实体进行大批量注册的情况。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[34]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 81, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "美国有全球最大的域名注册机构和云服务商，所以解析结果60%位于美国，接下来是新加坡、德国、立陶宛、俄罗斯和中国。", "language": "chinese", "position": {"atoms": [{"position_id": 444, "txt": "美国有全球最大的域名注册机构和云服务商，所以解析结果60%位于美国，接下来是新加坡、德国、立陶宛、俄罗斯和中国。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[34]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 81, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "这6个国家占了总解析IP数量的86.9%。", "language": "chinese", "position": {"atoms": [{"position_id": 445, "txt": "这6个国家占了总解析IP数量的86.9%。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[34]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 81, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "DeepSeek可以采用哪些措施保护自身利益？", "language": "chinese", "position": {"atoms": [{"position_id": 447, "txt": "DeepSeek可以采用哪些措施保护自身利益？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[35]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "对此，网络安全专家、北京汉华飞天信安科技有限公司总经理彭根建议DeepSeek多申请一些和自己相关的域名，例如把和deepseek相似单词的所有后缀的域名都去申请一遍，尽量穷尽，让抢注者没办法再申请了。", "language": "chinese", "position": {"atoms": [{"position_id": 448, "txt": "对此，网络安全专家、北京汉华飞天信安科技有限公司总经理彭根建议DeepSeek多申请一些和自己相关的域名，例如把和deepseek相似单词的所有后缀的域名都去申请一遍，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[35]/span"}, {"position_id": 450, "txt": "尽量穷尽，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[35]/span/strong"}, {"position_id": 452, "txt": "让抢注者没办法再申请了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[35]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 82, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[36]/span/strong[1]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 83, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "他建议用户使用一些可以识别并提示假网站的浏览器，看到相关提示千万不要忽略。", "language": "chinese", "position": {"atoms": [{"position_id": 460, "txt": "他建议用户使用一些可以识别并提示假网站的浏览器，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[36]/span/strong[1]"}, {"position_id": 462, "txt": "看到相关提示千万不要忽略。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[36]/span/strong[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 83, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "不要轻易输入密码或转账。", "language": "chinese", "position": {"atoms": [{"position_id": 463, "txt": "不要轻易输入密码或转账。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[36]/span/strong[2]"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 83, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "你用过DeepSeek吗？", "language": "chinese", "position": {"atoms": [{"position_id": 465, "txt": "你用过DeepSeek吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[37]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "来源｜央视网综合澎湃新闻、中央广电总台中国之声、红星新闻", "language": "chinese", "position": {"atoms": [{"position_id": 467, "txt": "来源｜央视网综合澎湃新闻、中央广电总台中国之声、红星新闻", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[39]/span"}]}, "tags": [], "label": "source", "web_segment_id": 86, "global_sentence_id": 90, "edu_l1_label": "EDU_O"}, {"txt": "往期推荐", "language": "chinese", "position": {"atoms": [{"position_id": 469, "txt": "往期推荐", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[42]/section/section/p/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 87, "global_sentence_id": 91, "edu_l1_label": "EDU_O"}, {"txt": " 青年观察家 ", "language": "chinese", "position": {"atoms": [{"position_id": 471, "txt": "\n 青年观察家 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 105, "global_sentence_id": 92, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 第一波用DeepSeek“搞钱”的人出现了 ## “卖的就是信息差” ## “网课”泛滥普通人有必要学吗？ ## 注意鉴别“假网站”
cb684674-a13d-4762-ba42-e80a34cbccc8
web
test/raw_web_htmls/cb684674-a13d-4762-ba42-e80a34cbccc8.html
https://mp.weixin.qq.com/s?__biz=MzI1NDMyNjgwNQ==&mid=2247494914&idx=1&sn=cdb37601ba4528823dfa5458412e28fd&chksm=e833574b4b1cce24d263ddd97d2108f3e937c53c172af44efb772747c1da9863e5226e45d324
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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/h2[2]/p/strong/span/span[1]/span"}, {"position_id": 1103, "txt": "交通银行一类储蓄卡客户扫码报名：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/h2[2]/p/strong/span/span[2]/span"}]}, "tags": ["h2", "strong"], "label": "content", "web_segment_id": 74, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "直接微信扫码点“立减参与”报名：", "language": "chinese", "position": {"atoms": [{"position_id": 1105, "txt": "直接微信", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/h2[3]/p/span/strong/span[1]/span[1]"}, {"position_id": 1107, "txt": "扫码", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/h2[3]/p/span/strong/span[1]/span[2]"}, {"position_id": 1109, "txt": "点“立减参与”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/h2[3]/p/span/strong/span[2]/span"}, {"position_id": 1111, "txt": "报名：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/h2[3]/p/span/strong/span[3]/span"}]}, "tags": ["h2", "strong"], "label": "content", "web_segment_id": 75, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "（或者用交行APP扫码报名）", "language": "chinese", "position": {"atoms": [{"position_id": 1113, "txt": "（或者用交行APP扫码报名）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/h2[3]/p/span/strong/span[3]/span"}]}, "tags": ["h2", "strong"], "label": "content", "web_segment_id": 75, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1zl6XN3sYSNj2aNGuG43pLug.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 551, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1zl6XN3sYSNj2aNGuG43pLug.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/h2[4]/section/img"}]}, "tags": ["h2", "img"], "label": "figure", "web_segment_id": 76, "global_sentence_id": 77, "edu_l1_label": "EDU_O"}, {"txt": "▲ 注意：", "language": "chinese", "position": {"atoms": [{"position_id": 1115, "txt": "▲ ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[1]/span[1]"}, {"position_id": 1117, "txt": "注意：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[1]/span[2]"}]}, "tags": ["h2"], "label": "content", "web_segment_id": 77, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "先扫码点“立减参与”报名，填好信息点击下一步，进到签约流程页面。", "language": "chinese", "position": {"atoms": [{"position_id": 1119, "txt": "先扫码点“立减参与”报名，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[2]/span/span"}, {"position_id": 1121, "txt": "填好信息点击下一步，进到签约流程页面。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[3]/span"}]}, "tags": ["h2"], "label": "content", "web_segment_id": 77, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "看到签约流程页面之后，就代表已经报名成功了，进到券商列表和剩余活动名额页面检查一下自己的券商是否有显示剩余活动名额，如果有名额，这时候直接退出来就行，不要点开「跳转第三方页面」。", "language": "chinese", "position": {"atoms": [{"position_id": 1123, "txt": "看到签约流程页面之后，就代表已经报名成功了", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[4]/strong/span/span/span"}, {"position_id": 1125, "txt": "，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[5]/span[1]"}, {"position_id": 1127, "txt": "进到", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[5]/span[2]"}, {"position_id": 1129, "txt": "券商列表和剩余活动名额页面", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[5]/span[3]"}, {"position_id": 1131, "txt": "检查一下自己的券商是否", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[1]/span[5]/span[4]"}, {"position_id": 1133, "txt": "有显示剩余活动名额", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[2]/strong/span/span/span"}, {"position_id": 1135, "txt": "，如果有名额，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[3]/span/span"}, {"position_id": 1137, "txt": "这时候直接退出来就行，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[4]/span/span"}, {"position_id": 1139, "txt": "不要点", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/strong/span/span/span"}, {"position_id": 1141, "txt": "开", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[5]/strong/span/span[1]/span/span"}, {"position_id": 1143, "txt": "「跳转第三方页面」", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[5]/strong/span/span[2]/span/span"}, {"position_id": 1145, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/p[1]/span/span[6]/span/span"}]}, "tags": ["strong", "h2"], "label": "content", "web_segment_id": 77, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "第二步、报名成功后，直接去自己的证券账户官方APP换绑交通银行一类卡，得66元贴金券（换绑路径：", "language": "chinese", "position": {"atoms": [{"position_id": 1147, "txt": "第二步、", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[1]"}, {"position_id": 1149, "txt": "报名成功", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/strong[1]/span"}, {"position_id": 1151, "txt": "后，直接去", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[2]"}, {"position_id": 1153, "txt": "自己的证券账户官方APP换绑交通银行一类卡", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/strong[2]/span/span"}, {"position_id": 1155, "txt": "，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[3]"}, {"position_id": 1157, "txt": "得66元贴金券", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[4]/span"}, {"position_id": 1159, "txt": "（", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[5]"}, {"position_id": 1161, "txt": "换绑路径：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[6]"}]}, "tags": ["strong", "h2"], "label": "content", "web_segment_id": 78, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "在券商APP问客服“更换第三方存管账户”/“添加辅助账户”）；", "language": "chinese", "position": {"atoms": [{"position_id": 1162, "txt": "在券商APP问客服", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[6]"}, {"position_id": 1164, "txt": "“", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[6]/span"}, {"position_id": 1166, "txt": "更", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[7]/span[1]/span"}, {"position_id": 1168, "txt": "换第三方存管账户", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[7]/span[2]"}, {"position_id": 1170, "txt": "”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[8]/span[1]"}, {"position_id": 1172, "txt": "/", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[8]/span[1]"}, {"position_id": 1174, "txt": "“", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[8]/span[2]"}, {"position_id": 1176, "txt": "添加辅助账户”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[9]/span"}, {"position_id": 1178, "txt": "）；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[10]"}]}, "tags": ["h2"], "label": "content", "web_segment_id": 78, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "然后银证转账1001元，留存1天（即，放一夜），什么都别买，第二天就可以取出来，得66元贴金券，次日再登录交通银行APP，在“我的 - 优惠券”里面看到有到账2张66元贴金券，总共132元大毛。", "language": "chinese", "position": {"atoms": [{"position_id": 1179, "txt": "然后银证转账1001元，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[1]/span[10]"}, {"position_id": 1181, "txt": "留存1天（即，放一夜），", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[2]/strong[1]/span"}, {"position_id": 1183, "txt": "什么都别买", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[3]/section/section[2]/section/section/section/section/section/section/section/h2/section[2]/section/section/section/h2/section/h2/section/section[2]/span[1]/span[2]/strong[2]/span"}, {"position_id": 1185, "txt": 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# 速度！工行90元立减金，支付宝50元立减金！必胜客0元汉堡又来啦！ ## 1、工行10-90元立减金 ## 2、支付宝30元立减金 ## 3、支付宝20元红包 ## 4、近期微信立减金 ## 5、海底捞外送大羊毛 ## 6、0元必胜客汉堡 ## 7、美团 12张无门槛劵 ## 8、交行132元立减金大羊毛
d34b72ef-8e7f-49ba-b39f-0e4e433cff21
web
test/raw_web_htmls/d34b72ef-8e7f-49ba-b39f-0e4e433cff21.html
https://mp.weixin.qq.com/s?__biz=MzkwMjMwMTAwMw==&mid=2247880632&idx=1&sn=7f68f193f29967a9370bb5d954448f6a&scene=0
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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[5]/a"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 30, "edu_l1_label": "EDU_O"}, {"txt": "来源：", "language": "chinese", "position": {"atoms": [{"position_id": 280, "txt": "来源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span[1]"}]}, "tags": [], "label": "source", "web_segment_id": 56, "global_sentence_id": 31, "edu_l1_label": "EDU_O"}, {"txt": "中国经济网微信综合国家外汇局、中国基金报、央视财经、经济日报新闻客户端（记者 马春阳）", "language": "chinese", "position": {"atoms": [{"position_id": 281, "txt": "中国经济网微信综合国家外汇局、中国基金报、央视财经、", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span[1]"}, {"position_id": 283, "txt": "经济日报新闻客户端（记者 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span[2]"}, {"position_id": 285, "txt": "马春阳", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span[2]/span"}, {"position_id": 287, "txt": "）", "x": 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[], "label": "O", "web_segment_id": 77, "global_sentence_id": 40, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 央行重磅！继续买买买 ## 央行连续四个月增持黄金 ## 金价震荡走高 ## 保险资金投资黄金业务试点开展
ec3561e8-584b-4911-b562-9d168acb626e
web
test/raw_web_htmls/ec3561e8-584b-4911-b562-9d168acb626e.html
https://mp.weixin.qq.com/s?__biz=MjM5ODI2NDMwMw==&mid=2653256778&idx=1&sn=55dd8a1df77034c4548ea805828e659e&chksm=bc5ed34ac181ee47f708354029cadaaadfe0aa75edb9ccb4143e1e735fd60b2869655cda29ab
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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "据央视记者调查，目前，一台外呼机器人一年的使用成本在一万元左右，平均每天可以拨打上千个营销电话，工作效率远超人工客服。", "language": "chinese", "position": {"atoms": [{"position_id": 277, "txt": "据央视记者调查，目前，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span[1]"}, {"position_id": 279, "txt": "一台外呼机器人一年的使用成本在一万元左右，平均每天可以拨打上千个营销电话，工作效率远超人工客服。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span[2]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 60, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "据了解，拨打电话的线路分为“实商”和“虚商”两大类。", "language": "chinese", "position": {"atoms": [{"position_id": 281, "txt": "据了解，拨打电话的线路分为“实商”和“虚商”两大类。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 36, 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/span[1]"}, {"position_id": 292, "txt": "就在前不久，他们刚刚处理完一个非常棘手的客户投诉。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/span[2]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 63, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "作者：", "language": "chinese", "position": {"atoms": [{"position_id": 294, "txt": "作者：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[28]/span"}]}, "tags": [], "label": "author", "web_segment_id": 64, "global_sentence_id": 42, "edu_l1_label": "EDU_O"}, {"txt": "陈玺撼", "language": "chinese", "position": {"atoms": [{"position_id": 296, "txt": "陈玺撼", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[28]/span/span/span"}]}, "tags": [], "label": "author", "web_segment_id": 64, "global_sentence_id": 43, "edu_l1_label": "EDU_O"}, {"txt": "微信编辑：", "language": "chinese", "position": {"atoms": [{"position_id": 298, "txt": "微信编辑：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[1]/section[1]/span"}]}, "tags": [], "label": "author", "web_segment_id": 65, "global_sentence_id": 44, "edu_l1_label": "EDU_O"}, {"txt": "皮小姐", "language": "chinese", "position": {"atoms": [{"position_id": 299, "txt": "皮小姐", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[1]/section[1]/span"}]}, "tags": [], "label": "author", "web_segment_id": 65, "global_sentence_id": 45, "edu_l1_label": "EDU_O"}, {"txt": "◢ 近期热文↓↓", "language": "chinese", "position": {"atoms": [{"position_id": 301, "txt": "◢ 近期热文", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[1]/span/strong[1]/span"}, {"position_id": 303, "txt": "↓↓", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[1]/span/strong[2]/span"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 66, "global_sentence_id": 46, "edu_l1_label": "EDU_O"}, {"txt": "上海刚刚确认：", "language": "chinese", "position": {"atoms": [{"position_id": 305, "txt": "上海刚刚确认：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[2]/a/span"}]}, "tags": [], "label": "O", "web_segment_id": 67, "global_sentence_id": 47, "edu_l1_label": "EDU_O"}, {"txt": "新增超大购物中心！", "language": "chinese", "position": {"atoms": [{"position_id": 306, "txt": "新增超大购物中心！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[2]/a/span"}]}, "tags": [], "label": "O", "web_segment_id": 67, "global_sentence_id": 48, "edu_l1_label": "EDU_O"}, {"txt": "位置定了，将成这个区域最大商业体", "language": "chinese", "position": {"atoms": [{"position_id": 307, "txt": "位置定了，将成这个区域最大商业体", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[2]/a/span"}]}, "tags": [], "label": "O", "web_segment_id": 67, "global_sentence_id": 49, "edu_l1_label": "EDU_O"}, {"txt": 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"重磅官宣：", "language": "chinese", "position": {"atoms": [{"position_id": 313, "txt": "重磅官宣：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[4]/a/span"}]}, "tags": [], "label": "O", "web_segment_id": 69, "global_sentence_id": 53, "edu_l1_label": "EDU_O"}, {"txt": "2000年以前建成的老旧小区，全部纳入城市更新改造范围→", "language": "chinese", "position": {"atoms": [{"position_id": 314, "txt": "2000年以前建成的老旧小区，全部纳入城市更新改造范围→", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[4]/a/span"}]}, "tags": [], "label": "O", "web_segment_id": 69, "global_sentence_id": 54, "edu_l1_label": "EDU_O"}, {"txt": "更多精彩内容，请点击下载上观新闻APP", "language": "chinese", "position": {"atoms": [{"position_id": 316, "txt": "更多精彩内容，请点击下载", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[5]/span/span[1]"}, {"position_id": 318, "txt": "上观新闻APP", "x": 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"“分享点赞在看，一气呵成↓", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/section/section[3]/section[9]/span/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 72, "global_sentence_id": 57, "edu_l1_label": "EDU_O"}, {"txt": " 上观新闻 ", "language": "chinese", "position": {"atoms": [{"position_id": 322, "txt": "\n 上观新闻 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 90, "global_sentence_id": 58, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 刚刚确认：上海监管部门介入调查！3·15晚会最新曝光，上海两家企业涉及，不少市民烦透了 ## 监管部门介入调查 ## 网络平台上偷数据 ## 外呼公司规避监管
ee3ab814-4106-4a8c-bdca-789ee0f2078d
web
test/raw_web_htmls/ee3ab814-4106-4a8c-bdca-789ee0f2078d.html
https://mp.weixin.qq.com/s?__biz=Mzg5NTc0MjgwMw==&mid=2247513711&idx=1&sn=8cc9992b69f61f16a2acb9f69193a4cb&chksm=c19922d5d57cb57936601f2e7eba7a2726823cc1f0cdd4ddd828b3feb90211078030856e74da
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# AI 医疗赛道最受关注的独角兽：5000万ARR、25亿估值，AI Scribe场景PMF已验证 ## 01 AI + Healthcare 是高需求行业，AI Scribe 是首先 PMF 的场景 ### 1.1 美国医疗行业正在跨越式采用 GenAI 应用 ### 1.2 AI Scribe 能帮助解决行业根本性的痛点 ## 02 产品与技术 ### 2.1 产品介绍 ### 2.2 AI-Native 的技术优势     ## 03 商业化：如何在医疗企业 GTM 中胜出 ## 04 团队及融资 ### 4.1 团队  ### 4.2 融资    ## 05 市场竞争
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https://www.notboring.co/p/weekly-dose-of-optimism-140
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"web_segment_id": 60, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": " And if you just like a good day of conversation and a fancy party, I’ll be on a panel at Abundance’s 1-year Gala on May 19th:", "language": "english", "position": {"atoms": [{"position_id": 802, "txt": " And if you just like a good day of conversation and a fancy party, I’ll be on a panel at Abundance’s 1-year Gala on May 19th:", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[1]/div/p[40]/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": " apply to join us at the Policy Summit and/or Gala.", "language": "english", "position": {"atoms": [{"position_id": 803, "txt": " apply to join us at the ", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[1]/div/p[40]/span[2]"}, {"position_id": 805, "txt": "Policy Summit", "x": 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by Packy McCormick", "language": "english", "position": {"atoms": [{"position_id": 821, "txt": "Subscribe to Not Boring by Packy McCormick", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[5]/div[1]/h4"}]}, "tags": ["h4"], "label": "O", "web_segment_id": 65, "global_sentence_id": 150, "edu_l1_label": "EDU_O"}, {"txt": "Launched 6 years ago", "language": "english", "position": {"atoms": [{"position_id": 823, "txt": "Launched 6 years ago", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[5]/div[1]/div[1]"}]}, "tags": [], "label": "O", "web_segment_id": 66, "global_sentence_id": 151, "edu_l1_label": "EDU_O"}, {"txt": "Tech strategy and analysis, but not boring.", "language": "english", "position": {"atoms": [{"position_id": 825, "txt": "Tech strategy and analysis, but not boring.", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[5]/div[1]/div[2]"}]}, "tags": [], "label": "O", "web_segment_id": 67, "global_sentence_id": 152, "edu_l1_label": "EDU_O"}, {"txt": "By subscribing, I agree to Substack's Terms of Use, and acknowledge its Information Collection Notice and Privacy Policy.", "language": "english", "position": {"atoms": [{"position_id": 827, "txt": "By subscribing, I agree to Substack's ", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[5]/div[2]/div[2]/label/div"}, {"position_id": 829, "txt": "Terms of Use", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[5]/div[2]/div[2]/label/div/a[1]"}, {"position_id": 831, "txt": ", and acknowledge its ", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[5]/div[2]/div[2]/label/div/a[1]"}, {"position_id": 833, "txt": "Information Collection Notice", "x": "/html/body/div/div[1]/div[2]/div/div[1]/div/div/article/div[5]/div[5]/div[2]/div[2]/label/div/a[2]"}, {"position_id": 835, "txt": " and ", "x": 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# Weekly Dose of Optimism #140 ## (1)Deciphering Sub-Neptune Atmospheres: New Insights from Geochemical Models of TOI-270 d ## (2)Introducing OpenAI o3 and o4-mini ## (3) ‘Big leap’ for Parkinson’s treatment: symptoms improve in stem-cell trials ## (4)Daily Pill May Work as Well as Ozempic for Weight Loss and Blood Sugar ## (5) FDA clears Precision Neuroscience’s minimally invasive brain-computer interface implant ## BREAKING: Packy McCormick Joins Abundance Institute as Senior Advisor
61267d25-ab37-4813-9398-e44ef4d329b8
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"edu_l1_label": "IOS"}, {"txt": "雷鸟创新创始人兼CEO李宏伟的看法则更为“激进”，他向记者表示：", "language": "chinese", "position": {"atoms": [{"position_id": 447, "txt": "雷鸟创新创始人兼CEO李宏伟的看法则更为“激进”，他向记者表示：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 8, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "“下一代‘智能手机’将以眼镜的形式出现，更准确地说，是具备全彩显示功能的AI+AR眼镜，这已是行业内头部企业的共识。”", "language": "chinese", "position": {"atoms": [{"position_id": 448, "txt": "“下一代‘智能手机’将以眼镜的形式出现，更准确地说，是具备全彩显示功能的AI+AR眼镜，这已是行业内头部企业的共识。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[7]"}]}, "tags": [], "label": "content", "web_segment_id": 8, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "重新想象：", "language": "chinese", "position": {"atoms": [{"position_id": 450, "txt": "重新想象：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[8]/strong[1]"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 9, "global_sentence_id": 16, "edu_l1_label": "BOS"}, {"txt": "AI+AR", "language": "chinese", "position": {"atoms": [{"position_id": 451, "txt": "A", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[8]/strong[1]"}, {"position_id": 453, "txt": "I+AR", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[8]/strong[2]"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 9, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "在近日结束的世界移动通信大会（MWC）上，AR眼镜已成为各家企业“争奇斗艳”的主要方向，雷鸟创新、闪极、传音、星纪魅族等厂商都带来了各自的“拳头产品”。", "language": "chinese", "position": {"atoms": [{"position_id": 455, "txt": "在近日结束的世界移动通信大会（MWC）上，AR眼镜已成为各家企业“争奇斗艳”的主要方向，雷鸟创新、闪极、传音、星纪魅族等厂商都带来了各自的“拳头产品”。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[9]"}]}, "tags": [], "label": "content", "web_segment_id": 10, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "“很关键的一点在于，AI眼镜这个品类开始实现PMF（Product Market Fit，产品市场匹配）。", "language": "chinese", "position": {"atoms": [{"position_id": 457, "txt": "“很关键的一点在于，AI眼镜这个品类开始实现PMF（Product Market Fit，产品市场匹配）。", "x": 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"position": {"atoms": [{"position_id": 460, "txt": "一个行业到底成不成功，或者是否到了拐点，很重要的就是看它的产品是否找到了PMF，从而进入大众市场。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "3月13日，雷鸟创新创始人兼CEO李宏伟告诉记者。", "language": "chinese", "position": {"atoms": [{"position_id": 461, "txt": "3月13日，雷鸟创新创始人兼CEO李宏伟告诉记者。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[10]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "能让从业者作出“市场正在发生本质变化”的判断，其根本原因也很简单：", "language": "chinese", "position": {"atoms": [{"position_id": 463, "txt": "能让从业者作出“市场正在发生本质变化”的判断，其根本原因也很简单：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "AI与AR的结合，为这一赛道带来了新的想象空间。", "language": "chinese", "position": {"atoms": [{"position_id": 464, "txt": "AI与AR的结合，为这一赛道带来了新的想象空间。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[11]"}]}, "tags": [], "label": "content", "web_segment_id": 12, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "事实上，AR眼镜并不是一个新东西。", "language": "chinese", "position": {"atoms": [{"position_id": 466, "txt": "事实上，AR眼镜并不是一个新东西。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 13, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "早在2012年，谷歌就首次推出了AR眼镜产品Google Glass，引发了全球科技圈的广泛关注与讨论。", "language": "chinese", "position": {"atoms": [{"position_id": 467, "txt": "早在2012年，谷歌就首次推出了AR眼镜产品Google Glass，引发了全球科技圈的广泛关注与讨论。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 13, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "此后数年，大型科技公司纷纷尝试进入AR眼镜赛道，但结果基本上都是“雷声大雨点小”。", "language": "chinese", "position": {"atoms": [{"position_id": 468, "txt": "此后数年，大型科技公司纷纷尝试进入AR眼镜赛道，但结果基本上都是“雷声大雨点小”。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 13, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "技术上的瓶颈是主要原因，比如，显示效果不够理想、光学模组成本过高、电池续航不足、难以轻量化等问题，一直未能有效解决。", "language": "chinese", "position": {"atoms": [{"position_id": 469, "txt": "技术上的瓶颈是主要原因，比如，显示效果不够理想、光学模组成本过高、电池续航不足、难以轻量化等问题，一直未能有效解决。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 13, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "另外，应用生态不成熟、缺乏真正杀手级应用，也是AR眼镜迟迟无法进入主流市场的原因之一。", "language": "chinese", "position": {"atoms": [{"position_id": 470, "txt": "另外，应用生态不成熟、缺乏真正杀手级应用，也是AR眼镜迟迟无法进入主流市场的原因之一。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 13, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "根据集邦科技的统计，从2012年谷歌发布Google Glass算起，经过十二年的发展后，2024年全球AR眼镜出货量不过70万副；", "language": "chinese", "position": {"atoms": 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"AI的加持不但能显著提升AR眼镜的交互体验，如更精确的语音识别、更自然的手势控制与眼动追踪，还能为眼镜带来全新的应用场景与内容生态。", "language": "chinese", "position": {"atoms": [{"position_id": 476, "txt": "AI的加持不但能显著提升AR眼镜的交互体验，如更精确的语音识别、更自然的手势控制与眼动追踪，还能为眼镜带来全新的应用场景与内容生态。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "例如，通过AI赋能的实时翻译、场景识别、智能导航，甚至基于视觉感知的虚实融合交互等功能，让用户看到了AR眼镜真正进入日常生活的可能性。", "language": "chinese", "position": {"atoms": [{"position_id": 477, "txt": "例如，通过AI赋能的实时翻译、场景识别、智能导航，甚至基于视觉感知的虚实融合交互等功能，让用户看到了AR眼镜真正进入日常生活的可能性。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[14]"}]}, "tags": [], "label": "content", "web_segment_id": 15, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "在采访过程中，记者了解到，虽然目前行业普遍在使用“AI眼镜”和“AR眼镜”两个概念，但两者的侧重点其实有所区别。", "language": "chinese", "position": {"atoms": [{"position_id": 479, "txt": "在采访过程中，记者了解到，虽然目前行业普遍在使用“AI眼镜”和“AR眼镜”两个概念，但两者的侧重点其实有所区别。", "x": 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"chinese", "position": {"atoms": [{"position_id": 482, "txt": "当前市场主流的观点是，随着成本下降和技术进步，“AI眼镜”最终都会逐渐融入显示功能，与AR眼镜融合，成为统一的AI+AR眼镜品类。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[15]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "“我自己的发言稿就在我的眼镜上，翻页通过我手上的戒指完成，这应该是AR眼镜第一次出现在政府工作报告上。”", "language": "chinese", "position": {"atoms": [{"position_id": 484, "txt": "“我自己的发言稿就在我的眼镜上，翻页通过我手上的戒指完成，这应该是AR眼镜第一次出现在政府工作报告上。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[16]"}]}, "tags": [], "label": "content", "web_segment_id": 17, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "2月18日，在杭州市余杭区经济高质量发展大会上，杭州灵伴科技有限公司（下称“灵伴科技”", "language": "chinese", "position": {"atoms": [{"position_id": 485, "txt": "2月18日，在杭州市余杭区经济高质量发展大会上，杭州灵伴科技有限公司（下称“灵伴科技”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[16]"}]}, "tags": [], "label": "content", "web_segment_id": 17, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "）创始人祝铭明戴着一副其公司自研的Rokid眼镜完成的“脱稿”演讲在短视频平台火了一把。", "language": "chinese", "position": {"atoms": [{"position_id": 486, "txt": "）创始人祝铭明戴着一副其公司自研的Rokid眼镜完成的“脱稿”演讲在短视频平台火了一把。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[16]"}]}, "tags": [], "label": "content", "web_segment_id": 17, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "根据灵伴科技官网的介绍，通过搭载多模态AI大模型，Rokid眼镜可以完成AI识物、AI拍照答题、AI多语种翻译、AI快速回复、AI实时导航、AI点餐等多种功能。", "language": "chinese", "position": {"atoms": [{"position_id": 488, "txt": "根据灵伴科技官网的介绍，通过搭载多模态AI大模型，Rokid眼镜可以完成AI识物、AI拍照答题、AI多语种翻译、AI快速回复、AI实时导航、AI点餐等多种功能。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "而雷鸟创新在MWC上展示的雷鸟V3眼镜，则与阿里云通义大模型合作，背靠深度定制的多模态大模型，可以实现“所见、所问、所答”。", "language": "chinese", "position": {"atoms": [{"position_id": 489, "txt": "而雷鸟创新在MWC上展示的雷鸟V3眼镜，则与阿里云通义大模型合作，背靠深度定制的多模态大模型，可以实现“所见、所问、所答”。", "x": 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"但AR眼镜技术路线分散，不同玩家各有所长，企业级和消费级需求差异巨大，目前AI+AR眼镜市场格局尚在成型阶段，未来2至3年将是决胜关键期。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[26]"}]}, "tags": [], "label": "content", "web_segment_id": 27, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "何万城表示，海外巨头如Meta的优势主要体现在资本雄厚、品牌影响力强（例如Meta与雷朋联名的方式）以及在底层算法和系统方面的技术积累，国内的初创企业在资金实力、人才储备和研发资源上则相对缺乏明显优势。", "language": "chinese", "position": {"atoms": [{"position_id": 518, "txt": "何万城表示，海外巨头如Meta的优势主要体现在资本雄厚、品牌影响力强（例如Meta与雷朋联名的方式）以及在底层算法和系统方面的技术积累，国内的初创企业在资金实力、人才储备和研发资源上则相对缺乏明显优势。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 28, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "“国内初创企业的优势在于体量小、决策灵活，产品创新时的束缚更少。", "language": "chinese", "position": {"atoms": [{"position_id": 520, "txt": "“国内初创企业的优势在于体量小、决策灵活，产品创新时的束缚更少。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[28]"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 64, "edu_l1_label": "IOS"}, 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"何万城进一步分析称。", "language": "chinese", "position": {"atoms": [{"position_id": 524, "txt": "何万城进一步分析称。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[28]"}]}, "tags": [], "label": "content", "web_segment_id": 29, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "同时，他还向记者强调，对于苹果这样的巨头进入AR领域，目前来看并不会太快。", "language": "chinese", "position": {"atoms": [{"position_id": 526, "txt": "同时，他还向记者强调，对于苹果这样的巨头进入AR领域，目前来看并不会太快。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 30, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "原因是当前AI+AR眼镜并未形成真正的强生态体系，更多的是一个类似功能机的产品形态，整体生态黏性还不够强，更像是一种智能手机生态中的配件角色，整体内容体系还比较简单，没有形成成熟的APP生态和重量级应用。", "language": "chinese", "position": {"atoms": [{"position_id": 527, "txt": "原因是当前AI+AR眼镜并未形成真正的强生态体系，更多的是一个类似功能机的产品形态，整体生态黏性还不够强，更像是一种智能手机生态中的配件角色，整体内容体系还比较简单，没有形成成熟的APP生态和重量级应用。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 30, 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"label": "content", "web_segment_id": 31, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "真正到了生态竞争阶段，可能还需要几年时间，等到产品的显示和内容生态发展更为完善时，才会形成强生态体系。”", "language": "chinese", "position": {"atoms": [{"position_id": 532, "txt": "真正到了生态竞争阶段，可能还需要几年时间，等到产品的显示和内容生态发展更为完善时，才会形成强生态体系。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[30]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "何万城说。", "language": "chinese", "position": {"atoms": [{"position_id": 533, "txt": "何万城说。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[30]"}]}, "tags": [], "label": "content", "web_segment_id": 31, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "除了市场即将掀起的“百镜大战”外，机构对AI+AR眼镜的出货增长也有着超高预期。", "language": "chinese", "position": {"atoms": [{"position_id": 535, "txt": "除了市场即将掀起的“百镜大战”外，机构对AI+AR眼镜的出货增长也有着超高预期。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 32, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "根据维深Wellsenn XR的预测，2025年全球AI眼镜销量有望达到550万台，同比增长135%。", "language": "chinese", "position": {"atoms": [{"position_id": 537, "txt": "根据维深Wellsenn XR的预测，2025年全球AI眼镜销量有望达到550万台，同比增长135%。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[32]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "而IDC则预计到2030年，全球AI眼镜市场规模将突破3000亿美元。", "language": "chinese", "position": {"atoms": [{"position_id": 538, "txt": "而IDC则预计到2030年，全球AI眼镜市场规模将突破3000亿美元。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[32]"}]}, "tags": [], "label": "content", "web_segment_id": 33, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "何万城认为，目前机构普遍对2025年全球AI+AR眼镜的出货量增长非常乐观，主要基于三个因素：", "language": "chinese", "position": {"atoms": [{"position_id": 540, "txt": "何万城认为，目前机构普遍对2025年全球AI+AR眼镜的出货量增长非常乐观，主要基于三个因素：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "第一，今年出货量的增长主要得益于头部企业的带动效应，比如Meta，根据其从供应链获取的信息，今年贡献数百万台的销量应该是没有问题的；", "language": "chinese", "position": {"atoms": [{"position_id": 541, "txt": "第一，今年出货量的增长主要得益于头部企业的带动效应，比如Meta，根据其从供应链获取的信息，今年贡献数百万台的销量应该是没有问题的；", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "第二，各大科技巨头的陆续入局也推动了市场增长，比如像小米、三星这些公司，今年都会发布自己的相关产品；", "language": "chinese", "position": {"atoms": [{"position_id": 542, "txt": "第二，各大科技巨头的陆续入局也推动了市场增长，比如像小米、三星这些公司，今年都会发布自己的相关产品；", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "第三，初创品牌也开始逐步进入量产阶段，这些也会推动整体出货量的提升。", "language": "chinese", "position": {"atoms": [{"position_id": 543, "txt": "第三，初创品牌也开始逐步进入量产阶段，这些也会推动整体出货量的提升。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "邱宇彬则预计，未来一到两年，全球AR眼镜出货量每年都将保持翻倍增长的态势。", "language": "chinese", "position": {"atoms": [{"position_id": 545, "txt": "邱宇彬则预计，未来一到两年，全球AR眼镜出货量每年都将保持翻倍增长的态势。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 35, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "其中，中国市场的推动力量尤其强劲，主要体现在两方面：", "language": "chinese", "position": {"atoms": [{"position_id": 546, "txt": "其中，中国市场的推动力量尤其强劲，主要体现在两方面：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 35, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "国内供应链体系已经相当完善，能够有效支撑产品快速规模化生产；", "language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "国内供应链体系已经相当完善，能够有效支撑产品快速规模化生产；", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 35, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "国内的产业链整合能力和市场接受程度都处于快速提升阶段。", "language": "chinese", "position": {"atoms": [{"position_id": 548, "txt": "国内的产业链整合能力和市场接受程度都处于快速提升阶段。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[34]"}]}, "tags": [], "label": "content", "web_segment_id": 35, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "“在接下来一到两年的时间内，中国市场的AR眼镜出货量增长将会是全球范围内最激进的。”", "language": "chinese", "position": {"atoms": [{"position_id": 550, "txt": "“在接下来一到两年的时间内，中国市场的AR眼镜出货量增长将会是全球范围内最激进的。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "邱宇彬说。", "language": "chinese", "position": {"atoms": [{"position_id": 551, "txt": "邱宇彬说。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "“下一代‘智能手机’将以眼镜的形式出现，更准确地说，是具备全彩显示功能的AI+AR眼镜，这已是行业内头部企业的共识。”", "language": "chinese", "position": {"atoms": [{"position_id": 553, "txt": "“下一代‘智能手机’将以眼镜的形式出现，更准确地说，是具备全彩显示功能的AI+AR眼镜，这已是行业内头部企业的共识。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[36]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "李宏伟亦向记者强调。", "language": "chinese", "position": {"atoms": [{"position_id": 554, "txt": "李宏伟亦向记者强调。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[36]"}]}, "tags": [], "label": "content", "web_segment_id": 37, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "李宏伟同时亦表示：", "language": "chinese", "position": {"atoms": [{"position_id": 556, "txt": "李宏伟同时亦表示：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 38, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "“基于对技术和市场的判断，我们认为接下来两年行业会迎来蓬勃发展，估计（今年）全球可能会有大几百万的出货量，明年预计能够到千万级。", "language": "chinese", "position": {"atoms": [{"position_id": 557, "txt": "“基于对技术和市场的判断，我们认为接下来两年行业会迎来蓬勃发展，估计（今年）全球可能会有大几百万的出货量，明年预计能够到千万级。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 38, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "其中，带显示的AR眼镜可能会稍晚一点儿，但估计到 2026年以后也会迎来快速的爆发，并保持翻倍或更高倍速的发展。”", "language": "chinese", "position": {"atoms": [{"position_id": 558, "txt": "其中，带显示的AR眼镜可能会稍晚一点儿，但估计到 2026年以后也会迎来快速的爆发，并保持翻倍或更高倍速的发展。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 38, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "瓶颈突破：", "language": "chinese", "position": {"atoms": [{"position_id": 560, "txt": "瓶颈突破：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[38]/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 39, "global_sentence_id": 94, "edu_l1_label": "BOS"}, {"txt": "挑战几何？", "language": "chinese", "position": {"atoms": [{"position_id": 561, "txt": "挑战几何？", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[38]/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 39, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "想象空间很大，但真正想要实现千万级甚至更高的出货量，AI+AR眼镜还有不少亟待突破的瓶颈。", "language": "chinese", "position": {"atoms": [{"position_id": 563, "txt": "想象空间很大，但真正想要实现千万级甚至更高的出货量，AI+AR眼镜还有不少亟待突破的瓶颈。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "“和大多数智能硬件的不可能三角一样，性能、价格和用户体验这三个关键因素之间存在一种相互制约关系，特别是对于AI眼镜这类尤其注重轻量化的产品来说，在这三者之间找到一个相对平衡的解决方案尤为重要。”", "language": "chinese", "position": {"atoms": [{"position_id": 565, "txt": "“和大多数智能硬件的不可能三角一样，性能、价格和用户体验这三个关键因素之间存在一种相互制约关系，特别是对于AI眼镜这类尤其注重轻量化的产品来说，在这三者之间找到一个相对平衡的解决方案尤为重要。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[40]"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "赵捍博告诉记者。", "language": "chinese", "position": {"atoms": [{"position_id": 566, "txt": "赵捍博告诉记者。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[40]"}]}, "tags": [], "label": "content", "web_segment_id": 41, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "在采访过程中，记者了解到，当前AI+AR眼镜在硬件上仍有多重挑战，其中最重要的便是续航问题，由于AR眼镜体积有限，电池容量小，而摄像头、无线网络和AI计算都非常耗电，很多产品难以连续工作数小时，现有消费级AR眼镜普遍续航在2至4小时内，“全天佩戴”目前难以实现。", "language": "chinese", "position": {"atoms": [{"position_id": 568, "txt": "在采访过程中，记者了解到，当前AI+AR眼镜在硬件上仍有多重挑战，其中最重要的便是续航问题，由于AR眼镜体积有限，电池容量小，而摄像头、无线网络和AI计算都非常耗电，很多产品难以连续工作数小时，现有消费级AR眼镜普遍续航在2至4小时内，“全天佩戴”目前难以实现。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "“AR眼镜为了实现AI识别、智能交互等功能，需要一定的计算能力，但受制于体积和功耗，不可能塞入手机或PC级的大型芯片，只能采用功耗更低的移动芯片，即便如此，芯片高速运算和无线联网都会产生热量并加剧耗电，Meta的Ray-Ban眼镜开启AI功能后续航仅约30分钟。", "language": "chinese", "position": {"atoms": [{"position_id": 570, "txt": "“AR眼镜为了实现AI识别、智能交互等功能，需要一定的计算能力，但受制于体积和功耗，不可能塞入手机或PC级的大型芯片，只能采用功耗更低的移动芯片，即便如此，芯片高速运算和无线联网都会产生热量并加剧耗电，Meta的Ray-Ban眼镜开启AI功能后续航仅约30分钟。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "目前厂商常用折中方案，本地搭载中等性能芯片满足基础AI计算，复杂处理依赖云端，从而降低本地功耗和发热。”", "language": "chinese", "position": {"atoms": [{"position_id": 571, "txt": "目前厂商常用折中方案，本地搭载中等性能芯片满足基础AI计算，复杂处理依赖云端，从而降低本地功耗和发热。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "深圳一家XR（扩展现实）企业的负责人告诉记者。", "language": "chinese", "position": {"atoms": [{"position_id": 572, "txt": "深圳一家XR（扩展现实）企业的负责人告诉记者。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[42]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "此外，在显示与光学方面，有业内人士告诉记者，目前消费级AR眼镜多采用光波导（一种利用微型光学元件将虚拟图像引导至用户眼前并叠加在现实环境的显示技术）等方案以求轻薄透光，但光波导效率极低（仅0.1%—1%），显示光损耗巨大，导致户外强光下难以看清叠加影像，需要高达百万至千万尼特（亮度单位）级别的显示亮度才能应对。", "language": "chinese", "position": {"atoms": [{"position_id": 574, "txt": "此外，在显示与光学方面，有业内人士告诉记者，目前消费级AR眼镜多采用光波导（一种利用微型光学元件将虚拟图像引导至用户眼前并叠加在现实环境的显示技术）等方案以求轻薄透光，但光波导效率极低（仅0.1%—1%），显示光损耗巨大，导致户外强光下难以看清叠加影像，需要高达百万至千万尼特（亮度单位）级别的显示亮度才能应对。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "而虽然新兴的Micro LED（微型发光二极管）显示技术在亮度、功耗方面更具优势，理论上是AR理想的显示方案，但目前技术尚未成熟，全彩化难题尚未攻克，当前很多产品仍以单色显示为主，用于简单的提示信息。", "language": "chinese", "position": {"atoms": [{"position_id": 576, "txt": "而虽然新兴的Micro LED（微型发光二极管）显示技术在亮度、功耗方面更具优势，理论上是AR理想的显示方案，但目前技术尚未成熟，全彩化难题尚未攻克，当前很多产品仍以单色显示为主，用于简单的提示信息。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[44]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "设备重量也是掣肘之一，功能模块（电池、处理器、光学器件等）的加入往往增加重量，佩戴舒适性下降，记者在几款AR眼镜的电商页面就注意到，有用户反馈称，一些AR眼镜镜腿过宽过重，长时间佩戴会耳痛、头痛，眼镜还易下滑脱落。", "language": "chinese", "position": {"atoms": [{"position_id": 578, "txt": "设备重量也是掣肘之一，功能模块（电池、处理器、光学器件等）的加入往往增加重量，佩戴舒适性下降，记者在几款AR眼镜的电商页面就注意到，有用户反馈称，一些AR眼镜镜腿过宽过重，长时间佩戴会耳痛、头痛，眼镜还易下滑脱落。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 46, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "“目前市售AR眼镜已尽量做到轻量化，大多控制在100克以内，明显好过过去数百克的头戴式设备，但仍比普通眼镜重不少。", "language": "chinese", "position": {"atoms": [{"position_id": 580, "txt": "“目前市售AR眼镜已尽量做到轻量化，大多控制在100克以内，明显好过过去数百克的头戴式设备，但仍比普通眼镜重不少。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "如何在保证功能的同时进一步减轻重量，需要在结构设计和材料上下功夫，例如采用镁合金等轻质材料以加强强度同时减少重量，或将电池和计算模块分离放置于颈部等位置来平衡负重。”", "language": "chinese", "position": {"atoms": [{"position_id": 581, "txt": "如何在保证功能的同时进一步减轻重量，需要在结构设计和材料上下功夫，例如采用镁合金等轻质材料以加强强度同时减少重量，或将电池和计算模块分离放置于颈部等位置来平衡负重。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "前述XR企业的负责人向记者表示。", "language": "chinese", "position": {"atoms": [{"position_id": 582, "txt": "前述XR企业的负责人向记者表示。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "关于当前AI+AR眼镜的核心技术瓶颈和国产化进程，何万城告诉记者，目前来看，无论是在显示模组还是光学领域，产业链的核心企业基本都在中国。", "language": "chinese", "position": {"atoms": [{"position_id": 584, "txt": "关于当前AI+AR眼镜的核心技术瓶颈和国产化进程，何万城告诉记者，目前来看，无论是在显示模组还是光学领域，产业链的核心企业基本都在中国。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "“除了像Wave Optics（英国增强现实公司）这种早期在海外起家、具有设计和专利优势的公司之外，其余生产工艺等环节基本都是由中国企业完成的。", "language": "chinese", "position": {"atoms": [{"position_id": 586, "txt": "“除了像Wave Optics（英国增强现实公司）这种早期在海外起家、具有设计和专利优势的公司之外，其余生产工艺等环节基本都是由中国企业完成的。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "比如显示领域的Micro LED以及衍射光学元件（DOE）、光波导（如阵列光波导、几何光波导）这些核心产业链基本上都布局在中国。”", "language": "chinese", "position": {"atoms": [{"position_id": 587, "txt": "比如显示领域的Micro LED以及衍射光学元件（DOE）、光波导（如阵列光波导、几何光波导）这些核心产业链基本上都布局在中国。”", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "何万城说。", "language": "chinese", "position": {"atoms": [{"position_id": 588, "txt": "何万城说。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "在何万城看来，中国企业在AR产业链的底层技术、研发和生产能力等方面的布局已经抢占了较为关键的制高点。", "language": "chinese", "position": {"atoms": [{"position_id": 590, "txt": "在何万城看来，中国企业在AR产业链的底层技术、研发和生产能力等方面的布局已经抢占了较为关键的制高点。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "他认为，在生产制造环节，像歌尔股份、富士康、立讯精密、龙旗科技、华勤技术等国内头部厂商，这些年通过手机制造积累了丰富的量产组装经验，不仅具备技术和人才优势，同时企业本身也具备较强的资本实力，这些因素完全能够支撑AI+AR眼镜的快速规模量产，“目前最大的问题并不是产能，而是客户订单量的多少。", "language": "chinese", "position": {"atoms": [{"position_id": 591, "txt": "他认为，在生产制造环节，像歌尔股份、富士康、立讯精密、龙旗科技、华勤技术等国内头部厂商，这些年通过手机制造积累了丰富的量产组装经验，不仅具备技术和人才优势，同时企业本身也具备较强的资本实力，这些因素完全能够支撑AI+AR眼镜的快速规模量产，“目前最大的问题并不是产能，而是客户订单量的多少。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "如果订单规模足够大，以中国企业目前的速度和效率，半年内就能实现产能迅速提升”。", "language": "chinese", "position": {"atoms": [{"position_id": 592, "txt": "如果订单规模足够大，以中国企业目前的速度和效率，半年内就能实现产能迅速提升”。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "但他同时也指出，在部分核心零部件方面，国内AR产业链仍然受制于海外企业，比如芯片和摄像头等，“如果使用高通的AR芯片平台（如骁龙AR One），或者使用索尼的摄像头传感器（如IMX681），短期内仍会有一定产能压力，特别是目前索尼的IMX681被Meta等海外巨头企业预订较多，产能较为紧张”。", "language": "chinese", "position": {"atoms": [{"position_id": 594, "txt": "但他同时也指出，在部分核心零部件方面，国内AR产业链仍然受制于海外企业，比如芯片和摄像头等，“如果使用高通的AR芯片平台（如骁龙AR One），或者使用索尼的摄像头传感器（如IMX681），短期内仍会有一定产能压力，特别是目前索尼的IMX681被Meta等海外巨头企业预订较多，产能较为紧张”。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "“但根据我们掌握的信息，这种情况下半年可能会有所缓解。”", "language": "chinese", "position": {"atoms": [{"position_id": 596, "txt": "“但根据我们掌握的信息，这种情况下半年可能会有所缓解。”", "x": 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{"txt": "郑晨烨经济观察报记者", "language": "chinese", "position": {"atoms": [{"position_id": 599, "txt": "郑晨烨经济观察报记者", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[53]"}]}, "tags": [], "label": "author", "web_segment_id": 54, "global_sentence_id": 120, "edu_l1_label": "EDU_O"}, {"txt": "深圳采访部记者", "language": "chinese", "position": {"atoms": [{"position_id": 601, "txt": "深圳采访部记者", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[54]"}]}, "tags": [], "label": "O", "web_segment_id": 55, "global_sentence_id": 121, "edu_l1_label": "EDU_O"}, {"txt": "关注新能源、半导体、智能汽车等新产业领域，有线索欢迎联系：", "language": "chinese", "position": {"atoms": [{"position_id": 603, "txt": "关注新能源、半导体、智能汽车等新产业领域，有线索欢迎联系：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[54]/br"}]}, "tags": ["br"], "label": "O", "web_segment_id": 56, "global_sentence_id": 122, "edu_l1_label": "EDU_O"}, {"txt": "[email protected]，微信：", "language": "chinese", "position": {"atoms": [{"position_id": 604, "txt": "[email protected]，微信：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[54]/br"}]}, "tags": ["br"], "label": "O", "web_segment_id": 56, "global_sentence_id": 123, "edu_l1_label": "EDU_O"}, {"txt": "zcy096x。", "language": "chinese", "position": {"atoms": [{"position_id": 605, "txt": "zcy096x。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[54]/br"}]}, "tags": ["br"], "label": "O", "web_segment_id": 56, "global_sentence_id": 124, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 重新想象AR眼镜：下一代“智能手机”将以眼镜的形式出现？ ## 重新想象：AI+AR ## 市场格局：尚在成型 ## 瓶颈突破：挑战几何？
c79fdfba-3c74-4eac-b47a-9e284a00bddc
web
test/raw_web_htmls/c79fdfba-3c74-4eac-b47a-9e284a00bddc.html
https://www.163.com/dy/article/JQCCCIU00512D03F.html
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"/html/body/div[2]/div[2]/div[3]/div[2]/p[22]"}]}, "tags": [], "label": "content", "web_segment_id": 23, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "其次，张云泉还建议打造“产业研用”创新共同体，大力支持企业与高校、科研院所深度合作，形成高品质的科创空间、配套设施和服务环境等，进一步突破成果产业化瓶颈。", "language": "chinese", "position": {"atoms": [{"position_id": 456, "txt": "其次，张云泉还建议打造“产业研用”创新共同体，大力支持企业与高校、科研院所深度合作，形成高品质的科创空间、配套设施和服务环境等，进一步突破成果产业化瓶颈。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[23]"}]}, "tags": [], "label": "content", "web_segment_id": 24, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "此外，代表、委员还强调了政策层面的重要性。", "language": "chinese", "position": {"atoms": [{"position_id": 458, "txt": "此外，代表、委员还强调了政策层面的重要性。", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[24]"}]}, "tags": [], "label": "content", "web_segment_id": 25, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "张云泉建议，将养老机器人纳入国家“十五五”战略规划，重点支持辽宁、上海、重庆等地打造产业集群，通过财政补贴、税收优惠降低产品使用门槛，推动社区和家庭养老机器人发展行动计划。", "language": "chinese", "position": {"atoms": 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[{"position_id": 467, "txt": "孟俊莲 主编：", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[26]"}]}, "tags": [], "label": "author", "web_segment_id": 27, "global_sentence_id": 50, "edu_l1_label": "EDU_O"}, {"txt": "张志伟", "language": "chinese", "position": {"atoms": [{"position_id": 468, "txt": "张志伟", "x": "/html/body/div[2]/div[2]/div[3]/div[2]/p[26]"}]}, "tags": [], "label": "author", "web_segment_id": 27, "global_sentence_id": 51, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 破解“9073”困局，养老机器人或成关键突破口｜两会声音 ## 护理型、康复型、陪伴型机器人：精准服务不同养老需求 ## 加快发展家庭和社区养老机器人
8e3d1f52-6d57-4149-aae4-67aee30db9df
web
test/raw_web_htmls/8e3d1f52-6d57-4149-aae4-67aee30db9df.html
https://www.ycombinator.com/companies/kastle/jobs/XSq5nJT-founding-applied-ai-engineer-at-kastle
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# Founding Applied AI Engineer at Kastle ## About the role ### Founding Applied AI Engineer at Kastle #### About Kastle #### About the Role #### Responsibilities #### What We’re Looking For #### Why Join Kastle? ## About Kastle
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https://mp.weixin.qq.com/s?__biz=MzIxNzAzMjMxNA==&mid=2650315033&idx=1&sn=516e4b3ebf9dec5fa33b39f1fcb69be5&scene=0
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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section/section/section/section/section/section[1]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 39, "global_sentence_id": 2, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1GW5Um1Au4h21uEgFi3OukDU.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 61, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1GW5Um1Au4h21uEgFi3OukDU.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section/section/section/section/section/section[2]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 40, "global_sentence_id": 3, "edu_l1_label": "EDU_O"}, {"txt": " 编者按", "language": "chinese", "position": {"atoms": [{"position_id": 549, "txt": " 编者按", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/p[1]/span[2]/strong[1]/span/span"}]}, "tags": ["strong"], "label": "introduction", "web_segment_id": 41, "global_sentence_id": 4, "edu_l1_label": "BOS"}, {"txt": "近日，特朗普政府高层群聊泄密门持续发酵，这一“草台班子”行为也面临美国民主党的剧烈批评。", "language": "chinese", "position": {"atoms": [{"position_id": 551, "txt": "近日，特朗普政府高层群聊泄密门持续发酵，这一“草台班子”行为也面临美国民主党的剧烈批评。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[1]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 42, "global_sentence_id": 5, "edu_l1_label": "IOS"}, {"txt": "但从整体来看，在特朗普的强势攻势下，民主党还是处于无力抵抗的困局。", "language": "chinese", "position": {"atoms": [{"position_id": 552, "txt": "但从整体来看，在特朗普的强势攻势下，民主党还是处于无力抵抗的困局。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[1]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 42, "global_sentence_id": 6, "edu_l1_label": "IOS"}, {"txt": "3月中旬，参议院民主党人在少数党领袖舒默领导下支持通过了共和党提出的临时拨款法案，再次点燃民主党选民的不满情绪。", "language": "chinese", "position": {"atoms": [{"position_id": 553, "txt": "3月中旬，参议院民主党人在少数党领袖舒默领导下支持通过了共和党提出的临时拨款法案，再次点燃民主党选民的不满情绪。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[1]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 42, "global_sentence_id": 7, "edu_l1_label": "IOS"}, {"txt": "党内分歧严重、缺乏领袖的现状更与共和党团结迅猛的势头形成鲜明对照。", "language": "chinese", "position": {"atoms": [{"position_id": 554, "txt": "党内分歧严重、缺乏领袖的现状更与共和党团结迅猛的势头形成鲜明对照。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[1]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 42, "global_sentence_id": 8, "edu_l1_label": "IOS"}, {"txt": "民主党何以陷入如此窘境？", "language": "chinese", "position": {"atoms": [{"position_id": 555, "txt": "民主党何以陷入如此窘境？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[1]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 42, "global_sentence_id": 9, "edu_l1_label": "IOS"}, {"txt": "此次在野与特朗普1.0时期有何不同？", "language": "chinese", "position": {"atoms": [{"position_id": 556, "txt": "此次在野与特朗普1.0时期有何不同？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[1]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 42, "global_sentence_id": 10, "edu_l1_label": "IOS"}, {"txt": "民主党难以有力反击，背后体现了美国政治体制的哪些特点？", "language": "chinese", "position": {"atoms": [{"position_id": 557, "txt": "民主党难以有力反击，背后体现了美国政治体制的哪些特点？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[1]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 42, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "《凤凰大参考》特约旅美观察学者王浩岚解读美国民主党的困境与前景。", "language": "chinese", "position": {"atoms": [{"position_id": 558, "txt": "《凤凰大参考》特约旅美观察学者王浩岚解读美国民主党的困境与前景。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[1]/span/span"}]}, "tags": [], "label": "introduction", "web_segment_id": 42, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": " 核心提要 ", "language": "chinese", "position": {"atoms": [{"position_id": 560, "txt": " 核心提要 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/p[3]/span/strong/span/strong/span/span[1]/span[2]/strong/span/span"}]}, "tags": ["strong"], "label": "abstract", "web_segment_id": 43, "global_sentence_id": 13, "edu_l1_label": "BOS"}, {"txt": "1. 自去年大选失败，失去白宫和国会两院控制权的民主党沦为全面在野党，并面临比特朗普1.0时代更为艰难的挑战。", "language": "chinese", "position": {"atoms": [{"position_id": 562, "txt": "1. 自去年大选失败，失去白宫和国会两院控制权的民主党沦为全面在野党，并面临比特朗普1.0时代更为艰难的挑战。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[2]/span/span"}]}, "tags": [], "label": "abstract", "web_segment_id": 44, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "此次败选不仅意味着拜登四年执政路线被全盘否定，更代表着奥巴马时代以来聚拢少数族裔与白人自由派的政治路线与意识形态彻底破灭。", "language": "chinese", "position": {"atoms": [{"position_id": 563, "txt": "此次败选不仅意味着拜登四年执政路线被全盘否定，更代表着奥巴马时代以来聚拢少数族裔与白人自由派的政治路线与意识形态彻底破灭。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[2]/span/span"}]}, "tags": [], "label": "abstract", "web_segment_id": 44, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "作者认为，民主党将经历类似上世纪80年代卡特败选后的转型阵痛和分歧弥合的过程。", "language": "chinese", "position": {"atoms": [{"position_id": 564, "txt": "作者认为，民主党将经历类似上世纪80年代卡特败选后的转型阵痛和分歧弥合的过程。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[2]/span/span"}]}, "tags": [], "label": "abstract", "web_segment_id": 44, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "2. 尽管选民抵抗特朗普2.0施政举措的意愿无比强烈，民主党仍缺乏有效反击的能力和制度环境。", "language": "chinese", "position": {"atoms": [{"position_id": 566, "txt": "2. 尽管选民抵抗特朗普2.0施政举措的意愿无比强烈，民主党仍缺乏有效反击的能力和制度环境。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[3]/span/span"}]}, "tags": [], "label": "abstract", "web_segment_id": 45, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "选举时期的猛烈攻势与当下的消极斗争之间的落差，滋生了选民的不满情绪与信任危机；", "language": "chinese", "position": {"atoms": [{"position_id": 567, "txt": "选举时期的猛烈攻势与当下的消极斗争之间的落差，滋生了选民的不满情绪与信任危机；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[3]/span/span"}]}, "tags": [], "label": "abstract", "web_segment_id": 45, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "美国三权鼎立的总统制使在野党无法推举名副其实的反对党领袖，民主党本身也没有能与特朗普抗衡的人选。", "language": "chinese", "position": {"atoms": [{"position_id": 568, "txt": "美国三权鼎立的总统制使在野党无法推举名副其实的反对党领袖，民主党本身也没有能与特朗普抗衡的人选。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[3]/span/span"}]}, "tags": [], "label": "abstract", "web_segment_id": 45, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "3. 民主党难以抵抗也与当前美国政治体制中行政权独大、立法权瘫痪、司法权相对弱势的结构有关。", "language": "chinese", "position": {"atoms": [{"position_id": 570, "txt": "3. 民主党难以抵抗也与当前美国政治体制中行政权独大、立法权瘫痪、司法权相对弱势的结构有关。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[4]/span/span[1]"}]}, "tags": [], "label": "abstract", "web_segment_id": 46, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "自20世纪以来，美国政治体制的核心从国会转向总统和其代表的行政权，而重新上台后的特朗普更成为“帝王总统制”的集大成者，即便民主党掌握国会两院也难以撼动其政治权威。", "language": "chinese", "position": {"atoms": [{"position_id": 571, "txt": "自20世纪以来，美国政治体制的核心从国会转向", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[4]/span/span[1]"}, {"position_id": 573, "txt": "总统和其代表的行政权", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[4]/span/span[2]/span"}, {"position_id": 575, "txt": "，而重新上台后的特朗普更成为“帝王总统制”的集大成者，即便民主党掌握国会两院也难以撼动其政治权威。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[4]/span/span[3]"}]}, "tags": [], "label": "abstract", "web_segment_id": 46, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "4. 舒默在政府关门案中的选择表面上是向共和党让步，背后是对政府秩序和雇员的保护。", "language": "chinese", "position": {"atoms": [{"position_id": 577, "txt": "4. 舒默在政府关门案中的选择表面上是向共和党让步，背后是对政府秩序和雇员的保护。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[5]/span/span[1]"}]}, "tags": [], "label": "abstract", "web_segment_id": 47, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "民主党推崇积极政府、维护秩序的意识形态属于天然的执政党心态，因而难以适应在野党的阻击者角色，这与特朗普呼应民众否定政治现状、改革现存体制的姿态恰恰相反。", "language": "chinese", "position": {"atoms": [{"position_id": 578, "txt": "民主党推崇", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[5]/span/span[1]"}, {"position_id": 580, "txt": "积极政府、维护秩序的意识形态属于天然的执政党心态", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[5]/span/span[2]/span"}, {"position_id": 582, "txt": "，因而", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[5]/span/span[3]"}, {"position_id": 584, "txt": "难以适应在野党的阻击者角色，这与特朗普呼应民众否定政治现状、改革现存体制的姿态", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[5]/span/span[4]/span"}, {"position_id": 586, "txt": "恰恰相反。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[5]/span/span[5]"}]}, "tags": [], "label": "abstract", "web_segment_id": 47, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "作者认为，在美国钟摆效应的政治周期下，民主党仍有可能在消极斗争的情况下重新赢回民心，但其选民的反建制冲击不可避免。", "language": "chinese", "position": {"atoms": [{"position_id": 587, "txt": "作者认为，在美国钟摆效应的政治周期下，民主党仍有可能在消极斗争的情况下重新赢回民心，但其选民的反建制冲击不可避免。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section/section/section[5]/span/span[5]"}]}, "tags": [], "label": "abstract", "web_segment_id": 47, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "凤凰大参考特约作者丨旅美观察学者王浩岚", 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"——科罗拉多参议员本内特这句怨言，非常精确地勾勒出了当前沦为全面在野党的民主党的境况。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[2]/span/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 52, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "与八年前败选后迅速同仇敌忾组成反对特朗普统一战线不同，自去年大选失败，再度失去白宫和国会两院控制权、彻底沦为在野党的民主党在特朗普2.0时代陷入了严重的内斗和迷茫期。", "language": "chinese", "position": {"atoms": [{"position_id": 599, "txt": "与八年前败选后迅速同仇敌忾组成反对特朗普统一战线不同，自去年大选失败，再度失去白宫和国会两院控制权、彻底沦为在野党的民主党在特朗普2.0时代陷入了严重的内斗和迷茫期。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[3]/strong/span/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 53, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "相比于意气风发，正在大刀阔斧调整美国内政外交，彻底重塑基础政治逻辑的特朗普、马斯克和共和党人，群龙无首的民主党人根本无法对特朗普2.0时代肆意妄为式的施政做出有效抵抗，一时间只能是被动挨打。", "language": "chinese", "position": {"atoms": [{"position_id": 601, "txt": "相比于意气风发，正在大刀阔斧调整美国内政外交，彻底重塑基础政治逻辑的特朗普、马斯克和共和党人，群龙无首的民主党人根本无法对特朗普2.0时代肆意妄为式的施政做出有效抵抗，一时间只能是被动挨打。", "x": 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"language": "chinese", "position": {"atoms": [{"position_id": 714, "txt": "事实上，如果认真审视特朗普第一任期的头两年，就会发现，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[13]/span/span[1]"}, {"position_id": 716, "txt": "彼时阻止特朗普释放天性的，其实也不是当时全面在野的民主党人，而是特朗普本人的执政经验不足和政府内外共和党建制派与官僚体系的阻挠。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[13]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 73, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "特朗普1.0时代初期，受制于草台班子和经验不足，特朗普本人的政策理念往往不能被贯彻落实，这容易使反对派集结力量，成为其利用官僚体系和立法机制进行阻挠的行动窗口。", "language": "chinese", "position": {"atoms": [{"position_id": 718, "txt": "特朗普1.0时代初期，受制于草台班子和经验不足，特朗普本人的政策理念往往不能被贯彻落实，这容易使反对派集结力量，成为其利用官僚体系和立法机制进行阻挠的行动窗口。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[13]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "同时，2017、2018年还属于刚刚恶意并购共和党的初期，党内根基不深、没有太多信得过的自己人班底的特朗普，在人事安排和政策制定上高度依赖副总统彭斯、首任幕僚长普里巴斯这样的建制派人物。", "language": "chinese", "position": {"atoms": [{"position_id": 719, "txt": "同时，2017、2018年还属于刚刚恶意并购共和党的初期，党内根基不深、没有太多信得过的自己人班底的特朗普，在人事安排和政策制定上高度依赖副总统彭斯、首任幕僚长普里巴斯这样的建制派人物。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[13]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "因此，特朗普许多荒诞的想法，由于政府内建制派共和党人的层层阻挠最终没能被推行。", "language": "chinese", "position": {"atoms": [{"position_id": 720, "txt": "因此，特朗普许多荒诞的想法，由于政府内建制派共和党人的层层阻挠最终没能被推行。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[13]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "但到了2025年特朗普重新上台后，已经有了充分执政经验和“2025计划”这样深思熟虑后写出的行动指南的特朗普2.0政府，无论是政治手段还是绝对忠心的人才储备都比第一届要老辣许多，丰富许多。", "language": "chinese", "position": {"atoms": [{"position_id": 722, "txt": "但到了2025年特朗普重新上台后，已经有了充分执政经验和“2025计划”这样深思熟虑后写出的行动指南的特朗普2.0政府，无论是政治手段还是绝对忠心的人才储备都比第一届要老辣许多，丰富许多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[14]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "特朗普本人的政治地位，特别是他在共和党的领袖地位，更是在经历了过去八年的起起伏伏后，达到了空前之高的水平。", "language": "chinese", "position": {"atoms": [{"position_id": 723, "txt": "特朗普本人的政治地位，特别是他在共和党的领袖地位，更是在经历了过去八年的起起伏伏后，达到了空前之高的水平。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[14]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "如果说，首次当选时，国会山上的共和党人内还不乏大量公开和特朗普存在路线分歧的建制派政客，历经八年的清洗和自我选择之后，如今的共和党，已经完全是围绕着特朗普这一政治领袖展开的特朗普/MAGA党。", "language": "chinese", "position": {"atoms": [{"position_id": 724, "txt": "如果说，首次当选时，国会山上的共和党人内还不乏大量公开和特朗普存在路线分歧的建制派政客，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[14]/span/span[1]"}, {"position_id": 726, "txt": 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"此前的总统，大多因为本党或者自身政治支持率不足以及对制度本身的尊重，会自我选择约束行政权的权力边界。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "但对于特朗普2.0这种具备民意基础和绝对政党掌控力并希望彻底改革美国政治体制的强势领导人，他的行政权并不存在权力边界。", "language": "chinese", "position": {"atoms": [{"position_id": 799, "txt": "但对于特朗普2.0这种具备民意基础和绝对政党掌控力并希望彻底改革美国政治体制的强势领导人，他的行政权并不存在权力边界。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "换言之，2.0时代的特朗普是帝王总统制的集大成者。", "language": "chinese", "position": {"atoms": [{"position_id": 800, "txt": "换言之，2.0时代的特朗普是帝王总统制的集大成者。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[23]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": 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"position": {"atoms": [{"position_id": 804, "txt": "妥协还是斗争？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[25]/section/strong/span/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 93, "global_sentence_id": 131, "edu_l1_label": "BOS"}, {"txt": "政府关门案中，国会民主党人进退两难", "language": "chinese", "position": {"atoms": [{"position_id": 805, "txt": "政府关门案中，国会民主党人进退两难", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[25]/section/strong/span/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 93, "global_sentence_id": 132, "edu_l1_label": "IOS"}, {"txt": "以政府关门案（政府预算案）一事为例，民主党无法有效抵抗特朗普的几大原因都在这场政斗当中体现得淋漓尽致。", "language": "chinese", "position": {"atoms": [{"position_id": 807, "txt": "以政府关门案（政府预算案）一事为例，民主党无法有效抵抗特朗普的几大原因都在这场政斗当中体现得淋漓尽致。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[24]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": 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"edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/T32FD31DWK14E0ZYG2NG4wg.png", "language": "chinese", "position": {"atoms": [{"position_id": 423, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/T32FD31DWK14E0ZYG2NG4wg.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[28]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 102, "global_sentence_id": 156, "edu_l1_label": "EDU_O"}, {"txt": "▎2月27日，一名前美国国际开发署（USAID）员工手捧个人物品离职。", "language": "chinese", "position": {"atoms": [{"position_id": 853, "txt": "▎", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[29]/span[1]/span"}, {"position_id": 855, "txt": "2月27日，一名前美国国际开发署（USAID）员工手捧个人物品离职。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[29]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 103, "global_sentence_id": 157, "edu_l1_label": "EDU_O"}, {"txt": "目前，美国政府效率部（DOGE）发起的裁员行动仍在继续。", "language": "chinese", "position": {"atoms": [{"position_id": 856, "txt": "目前，美国政府效率部（DOGE）发起的裁员行动仍在继续。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[29]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 103, "global_sentence_id": 158, "edu_l1_label": "EDU_O"}, {"txt": "图源：", "language": "chinese", "position": {"atoms": [{"position_id": 857, "txt": "图源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[29]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 103, "global_sentence_id": 159, "edu_l1_label": "EDU_O"}, {"txt": "Reuters", "language": "chinese", "position": {"atoms": [{"position_id": 858, "txt": "Reuters", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[29]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 103, "global_sentence_id": 160, "edu_l1_label": "EDU_O"}, {"txt": "但共和党，特别是经历了特朗普主义改造后，并不会像民主党一样始终为现存政治体制和官僚机构进行辩护。", "language": "chinese", "position": {"atoms": [{"position_id": 860, "txt": "但共和党，特别是经历了特朗普主义改造后，并不会像民主党一样始终为现存政治体制和官僚机构进行辩护。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[30]/strong/span/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 104, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "事实上，特朗普式民粹主义之所以能够兴盛，其根源就是民众数十年来对美国的政治现状，无论是行政效率低下、国家能力缺失还是官僚作风盛行的彻底否定。", "language": "chinese", "position": {"atoms": [{"position_id": 862, "txt": "事实上，特朗普式民粹主义之所以能够兴盛，其根源就是民众数十年来对美国的政治现状，无论是行政效率低下、国家能力缺失还是官僚作风盛行的彻底否定。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[30]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "这也是为何，特朗普和马斯克主导的重构美国官僚体系的举动，起码在宏观层面还是被民众普遍支持。", "language": "chinese", "position": {"atoms": [{"position_id": 863, "txt": "这也是为何，特朗普和马斯克主导的重构美国官僚体系的举动，起码在宏观层面还是被民众普遍支持。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[30]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "直到民众政治态度发生变化之前，民主党都将被卡在这个要持续为不受欢迎的政治现状辩护的困局当中。", "language": "chinese", "position": {"atoms": [{"position_id": 864, "txt": "直到民众政治态度发生变化之前，民主党都将被卡在这个要持续为不受欢迎的政治现状辩护的困局当中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[30]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1kwA002hqNIR3KxC3cJkkp2.png", "language": "chinese", "position": {"atoms": [{"position_id": 436, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1kwA002hqNIR3KxC3cJkkp2.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[30]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 105, "global_sentence_id": 165, "edu_l1_label": "EDU_O"}, {"txt": "“躺平”可耻却有用，美国反建制愤怒仍在发酵", "language": "chinese", "position": {"atoms": [{"position_id": 866, "txt": "“躺平”可耻却有用，美国反建制愤怒仍在发酵", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[31]/section/strong/span/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 106, "global_sentence_id": 166, "edu_l1_label": "BOS"}, {"txt": "最终，民主党像现在这样内部矛盾重重、前路似乎无比暗淡，归根结底还是输掉选举后少数党必然要经历迷茫阵痛期的政治规律在作祟。", "language": "chinese", "position": {"atoms": [{"position_id": 868, "txt": "最终，民主党像现在这样内部矛盾重重、前路似乎无比暗淡，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[31]/span/span[1]"}, {"position_id": 870, "txt": "归根结底还是输掉选举后少数党必然要经历迷茫阵痛期的政治规律在作祟。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[31]/span/strong[1]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 107, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "只是民主党此前的政治宣传和特朗普2.0刮起的政治旋风，让外界和民主党选民对特朗普2.0时代感到深深的不安，认为现在已经不是不同的“在野党VS执政党”的政治斗争，而是威权主义和民主宪政之间的生死对决。", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "只是民主党此前的政治宣传和特朗普2.0刮起的政治旋风，让外界和民主党选民对特朗普2.0时代感到深深的不安，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[31]/span/span[2]"}, {"position_id": 874, "txt": "认为现在已经不是不同的“在野党VS执政党”的政治斗争，而是威权主义和民主宪政之间的生死对决。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[31]/span/strong[2]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 107, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "在这种观念之下，民主党领导层现在这样的“软弱”消极对应，只会进一步鼓舞有着威权主义倾向的特朗普政府进一步践踏美国的宪政体制和世界秩序。", "language": "chinese", "position": {"atoms": [{"position_id": 876, "txt": "在这种观念之下，民主党领导层现在这样的“软弱”消极对应，只会进一步鼓舞有着威权主义倾向的特朗普政府进一步践踏美国的宪政体制和世界秩序。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[31]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 169, "edu_l1_label": "IOS"}, {"txt": "如果这样下去，未来可能连选举都不再公平公正，民主党又谈何能指望政治钟摆效应在中期选举中取胜。", "language": "chinese", "position": {"atoms": [{"position_id": 877, "txt": "如果这样下去，未来可能连选举都不再公平公正，民主党又谈何能指望政治钟摆效应在中期选举中取胜。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[31]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "当然，这种比较极端的叙事，并不一定符合客观政治现实，政治周期如果正常运转，民主党确实很有可能会在什么都不做的情况下重新赢回民心。", "language": "chinese", "position": {"atoms": [{"position_id": 879, "txt": "当然，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[32]/span/span[1]"}, {"position_id": 881, "txt": "这种比较极端的叙事，并不一定符合客观政治现实，政治周期如果正常运转，民主党确实很有可能会在什么都不做的情况下重新赢回民心。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[32]/span/strong[1]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 108, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "不论民主党基层怎么不满，国会领导层躲在一旁静候特朗普政府犯错——砍福利项目引爆民意反弹，优化政府雇员导致重大危机出现，肯定还会是未来一段时间民主党的主流应对策略。", "language": "chinese", "position": {"atoms": [{"position_id": 883, "txt": "不论民主党基层怎么不满，国会领导层躲在一旁静候特朗普政府犯错——砍福利项目引爆民意反弹，优化政府雇员导致重大危机出现，肯定还会是未来一段时间民主党的主流应对策略。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[32]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "历史经验确实屡屡证明，反对党在美国政坛起死回生，一般也不是靠彻底改弦更张，而是只要做好反对党，等待政治极化下的机械式选民钟摆效应，就能够在中期选举中卷土重来。", "language": "chinese", "position": {"atoms": [{"position_id": 884, "txt": "历史经验确实屡屡证明，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[32]/span/span[2]"}, {"position_id": 886, "txt": "反对党在美国政坛起死回生，一般也不是靠彻底改弦更张，而是只要做好反对党，等待政治极化下的机械式选民钟摆效应，就能够在中期选举中卷土重来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[32]/span/strong[2]/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 108, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "民主党目前的政治形象确实十分糟糕，但08年之后的共和党比现在的民主党处境更为凶险，却还是能在10年取得史诗级大胜。", "language": "chinese", "position": {"atoms": [{"position_id": 888, "txt": "民主党目前的政治形象确实十分糟糕，但08年之后的共和党比现在的民主党处境更为凶险，却还是能在10年取得史诗级大胜。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[32]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "毕竟政治风向的变化之快，总是会出乎常人所预料，选举政治中的谷底和云顶之间的差距，也没有外界相信的那么大。", "language": "chinese", "position": {"atoms": [{"position_id": 889, "txt": "毕竟政治风向的变化之快，总是会出乎常人所预料，选举政治中的谷底和云顶之间的差距，也没有外界相信的那么大。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[32]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3wwhw31pDf1WpbSXK1UbWiq.png", "language": "chinese", "position": {"atoms": [{"position_id": 461, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3wwhw31pDf1WpbSXK1UbWiq.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[32]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 109, "global_sentence_id": 176, "edu_l1_label": "EDU_O"}, {"txt": "▎2010年美国中期选举中，共和党赢得众议院多数席位和参议院少量席位，结束了民主党对国会和总统的单一控制，此次选举被称为“共和党浪潮”，图为众议院选举结果。", "language": "chinese", "position": {"atoms": [{"position_id": 891, "txt": "▎", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[33]/span[1]/span"}, {"position_id": 893, "txt": "2010年美国中期选举中，共和党赢得众议院多数席位和参议院少量席位，结束了民主党对国会和总统的单一控制，此次选举被称为“共和党浪潮”，图为众议院选举结果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[33]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 110, "global_sentence_id": 177, "edu_l1_label": "EDU_O"}, {"txt": "图源：", "language": "chinese", "position": {"atoms": [{"position_id": 894, "txt": "图源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[33]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 110, "global_sentence_id": 178, "edu_l1_label": "EDU_O"}, {"txt": "The New York Times", "language": "chinese", "position": {"atoms": [{"position_id": 895, "txt": "The New York Times", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[33]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 110, "global_sentence_id": 179, "edu_l1_label": "EDU_O"}, {"txt": "不过，民主党基层对于领导层不作为的这种愤怒情绪，如果得不到良好的梳理，必然会在未来一段时间内不断发酵。", "language": "chinese", "position": {"atoms": [{"position_id": 897, "txt": "不过，民主党基层对于领导层不作为的这种愤怒情绪，如果得不到良好的梳理，必然会在未来一段时间内不断发酵。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[33]/strong/span/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 111, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "一个比较直观的变化就是民调显示民主党目前对本党的国会领袖态度极为负面，不像以往（如2017年）一样支持本党的政治领袖。", "language": "chinese", "position": {"atoms": [{"position_id": 899, "txt": "一个比较直观的变化就是民调显示民主党目前对本党的国会领袖态度极为负面，不像以往（如2017年）一样支持本党的政治领袖。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[33]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "这种底层对于建制派的极度不满情绪，此前只在共和党一方存在。", "language": "chinese", "position": {"atoms": [{"position_id": 900, "txt": "这种底层对于建制派的极度不满情绪，此前只在共和党一方存在。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[33]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": "由于政治极化的不对称性，民主党一方选民一直比较信任自己党的高层和政治领袖（这有少数族裔选民天然依赖社群族群领袖意见等内在原因作祟），而共和党一方则目睹了茶党运动（此处指2009年由反对奥巴马政府房屋救济贷款政策引发的右翼民粹主义运动——编者注）和特朗普作为外来者强行入主的重大变化。", "language": "chinese", "position": {"atoms": [{"position_id": 901, "txt": "由于政治极化的不对称性，民主党一方选民一直比较信任自己党的高层和政治领袖（这有少数族裔选民天然依赖社群族群领袖意见等内在原因作祟），而共和党一方则目睹了茶党运动", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[33]/span/span[1]"}, {"position_id": 903, "txt": "（此处指2009年由反对奥巴马政府房屋救济贷款政策引发的右翼民粹主义运动——编者注）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[33]/span/span[2]/span"}, {"position_id": 905, "txt": "和特朗普作为外来者强行入主的重大变化。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[33]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": "如果未来一段时间基层选民的这种情绪没有得到较好的疏解，不排除出现民主党版“茶党运动”或反建制力量抬头的可能。", "language": "chinese", "position": {"atoms": [{"position_id": 906, "txt": "如果未来一段时间基层选民的这种情绪没有得到较好的疏解，不排除出现民主党版“茶党运动”或反建制力量抬头的可能。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[33]/span/span[3]"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 184, "edu_l1_label": "IOS"}, {"txt": "只是，在民主党选民主体已经被替换为高教育程度白人的此时此刻，很难想象民主党一派的反建制力量会以什么样的方式爆发出来。", "language": "chinese", "position": {"atoms": [{"position_id": 908, "txt": "只是，在民主党选民主体已经被替换为高教育程度白人的此时此刻，很难想象民主党一派的反建制力量会以什么样的方式爆发出来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[34]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 112, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": "更何况在整体意识形态方面，即便是进步派领袖桑德斯，也都开始在社会移民问题上承认过往左翼立场的问题，主动采取右转温和的举措。", "language": "chinese", "position": {"atoms": [{"position_id": 909, "txt": "更何况在整体意识形态方面，即便是进步派领袖桑德斯，也都开始在社会移民问题上承认过往左翼立场的问题，主动采取右转温和的举措。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[34]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 112, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "或许，民主党一方的茶党运动，如果最终爆发，其运动诉求可能更多会是代际更迭而并非意识形态极端化。", "language": "chinese", "position": {"atoms": [{"position_id": 910, "txt": "或许，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[34]/span/span"}, {"position_id": 912, "txt": "民主党一方的茶党运动，如果最终爆发，其运动诉求可能更多会是代际更迭而并非意识形态极端化。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/p[34]/span/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 112, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3taRAWuDwfG44C5dq4qIucW.png", "language": "chinese", "position": {"atoms": [{"position_id": 482, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3taRAWuDwfG44C5dq4qIucW.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[34]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 113, "global_sentence_id": 188, "edu_l1_label": "EDU_O"}, {"txt": "▎1月20日，在特朗普就职仪式宣誓前，美国右翼团体“骄傲男孩”", "language": "chinese", "position": {"atoms": [{"position_id": 914, "txt": "▎", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[35]/span[1]/span"}, {"position_id": 916, "txt": "1月20日，在特朗普就职仪式宣誓前，美国右翼团体“骄傲男孩”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[35]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 114, "global_sentence_id": 189, "edu_l1_label": "EDU_O"}, {"txt": "（Proud Boys）在华盛顿街头游行，他们也参与了2021年国会山骚乱等事件。", "language": "chinese", "position": {"atoms": [{"position_id": 917, "txt": "（Proud Boys）在华盛顿街头游行，他们也参与了2021年国会山骚乱等事件。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[35]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 114, "global_sentence_id": 190, "edu_l1_label": "EDU_O"}, {"txt": "该组织被认为正在传播茶党观念，即背信弃义的精英正在与“真正的美国人”作对。", "language": "chinese", "position": {"atoms": [{"position_id": 918, "txt": "该组织被认为正在传播茶党观念，即背信弃义的精英正在与“真正的美国人”作对。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[35]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 114, "global_sentence_id": 191, "edu_l1_label": "EDU_O"}, {"txt": "有学者认为特朗普民粹主义是茶党运动的延续。", "language": "chinese", "position": {"atoms": [{"position_id": 919, "txt": "有学者认为特朗普民粹主义是茶党运动的延续。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[35]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 114, "global_sentence_id": 192, "edu_l1_label": "EDU_O"}, {"txt": "图源：", "language": "chinese", "position": {"atoms": [{"position_id": 920, "txt": "图源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[35]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 114, "global_sentence_id": 193, "edu_l1_label": "EDU_O"}, {"txt": "NBC", "language": "chinese", "position": {"atoms": [{"position_id": 921, "txt": "NBC", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[35]/span[2]/span"}]}, "tags": [], "label": "figure_title", "web_segment_id": 114, "global_sentence_id": 194, "edu_l1_label": "EDU_O"}, {"txt": "总的来看，民主党目前呈现出一盘散沙无力抵抗特朗普的状态，其中既有党内政治哲学和意识形态出现重大危机这样的路线问题，也有在野党传统的结构性无领袖、特朗普行政权超强势的制度问题，并不完全是领导层水平等个人因素。", "language": "chinese", "position": {"atoms": [{"position_id": 923, "txt": "总的来看，民主党目前呈现出一盘散沙无力抵抗特朗普的状态，其中既有党内政治哲学和意识形态出现重大危机这样的路线问题，也有在野党传统的结构性无领袖、特朗普行政权超强势的制度问题，并不完全是领导层水平等个人因素。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[36]/span[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": 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"即便是到了四年后的大选周期，政党本身的路线调整固然重要——总统大选不同于国会选举，选民更多是在选人，但政治经济的大环境往往是决定选举胜负的关键，现在预测四年后的情况还是为时太早。", "language": "chinese", "position": {"atoms": [{"position_id": 931, "txt": "即便是到了四年后的大选周期，政党本身的路线调整固然重要——总统大选不同于国会选举，选民更多是在选人，但政治经济的大环境往往是决定选举胜负的关键，现在预测四年后的情况还是为时太早。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[36]/span[3]/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 115, "global_sentence_id": 198, "edu_l1_label": "IOS"}, {"txt": "只不过，目前民主党内的愤怒情绪，确实有可能会演变成一场针对领导层和在任者的反建制冲击。", "language": "chinese", "position": {"atoms": [{"position_id": 932, "txt": "只不过，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[36]/span[3]/span[1]"}, {"position_id": 934, "txt": "目前民主党内的愤怒情绪，确实有可能会演变成一场针对领导层和在任者的反建制冲击。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[36]/span[3]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 115, "global_sentence_id": 199, "edu_l1_label": "IOS"}, {"txt": 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[{"position_id": 938, "txt": "\n 凤凰网国际智库 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 134, "global_sentence_id": 202, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 恨透特朗普却并没坚决抵抗 民主党是故意放水还是力不从心？ ## 全面在野的民主党，面临40年来最大困局 ## 抵抗有心无力，民主党凑不出领袖，也没条件“打擂” ## 三权分立却从未平等，特朗普如何成为“帝王总统” ## 妥协还是斗争？政府关门案中，国会民主党人进退两难 ## “躺平”可耻却有用，美国反建制愤怒仍在发酵
95a1af90-c69c-4bc6-b168-96580cc3bf93
web
test/raw_web_htmls/95a1af90-c69c-4bc6-b168-96580cc3bf93.html
https://mp.weixin.qq.com/s?__biz=MjM5NjAxMzgwMA==&mid=2651865513&idx=5&sn=81582e1c1d7e3d94631f4959b657ceda&scene=0
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{"txt": "[email protected]", "language": "chinese", "position": {"atoms": [{"position_id": 3252, "txt": "[email protected]", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[1]/section/section[2]/section/section/span/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 513, "global_sentence_id": 577, "edu_l1_label": "EDU_O"}, {"txt": " 199IT互联网数据中心 ", "language": "chinese", "position": {"atoms": [{"position_id": 3254, "txt": "\n 199IT互联网数据中心 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 531, "global_sentence_id": 578, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 2025年移动网络体验排行榜 ## 日本的au在可靠性体验、游戏体验和语音应用体验方面位居榜首 ## 全球移动下载速度最快的运营商是美国的T-Mobile和韩国的SK Telecom ## 韩国运营商在小型陆地国家组中占据主导地位 ## 挪威Telenor在视频体验和上传速度体验方面成为全球赢家 ## 马来西亚和委内瑞拉运营商在大型陆地国家组中表现亮眼，成为全球新星 ## 在小型陆地国家组中，孟加拉国的Teletalk网络速度翻倍，获得三项全球新星奖
e137a6ae-0664-4ca3-9b09-5647a9fde53a
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https://academic.oup.com/nar/article/doi/10.1093/nar/gkaf206/8109934?rss=1
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developed a blue-light-controlled MagTAQing system, which induces DSBs exclusively upon blue-light exposure by assembling the split restriction enzymes via Magnet modules.", "language": "english", "position": {"atoms": [{"position_id": 7139, "txt": " Here, we developed a blue-light-controlled MagTAQing system, which induces DSBs exclusively upon blue-light exposure by assembling the split restriction enzymes via Magnet modules.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/section[1]/p"}]}, "tags": [], "label": "abstract", "web_segment_id": 145, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": " Application of MagTAQing to mitotic budding yeast cells successfully triggered various genomic rearrangements upon blue-light exposure.", "language": "english", "position": {"atoms": [{"position_id": 7140, "txt": " Application of MagTAQing to mitotic budding yeast cells successfully triggered various genomic rearrangements upon 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Consequently, Spo11-independent meiotic DSBs resulted in aneuploidies and nonallelic homologous recombinations between repetitive sequences such as ribosomal DNA and retrotransposons.", "language": "english", "position": {"atoms": [{"position_id": 7142, "txt": " Consequently, Spo11-independent meiotic DSBs resulted in aneuploidies and nonallelic homologous recombinations between repetitive sequences such as ribosomal DNA and retrotransposons.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/section[1]/p"}]}, "tags": [], "label": "abstract", "web_segment_id": 145, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": " These results suggest a pivotal role of Spo11-induced recombination in preventing chromosomal abnormality.", "language": "english", "position": {"atoms": [{"position_id": 7143, "txt": " These results suggest a pivotal role of Spo11-induced recombination in preventing chromosomal abnormality.", "x": 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"web_segment_id": 174, "global_sentence_id": 249, "edu_l1_label": "IOS"}, {"txt": " LOHs such as SGCs and BIRs were identified based on mapped coverage and allele frequency of variants.", "language": "english", "position": {"atoms": [{"position_id": 7456, "txt": " LOHs such as SGCs and BIRs were identified based on mapped coverage and allele frequency of variants.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[15]/a[4]"}]}, "tags": [], "label": "content", "web_segment_id": 174, "global_sentence_id": 250, "edu_l1_label": "IOS"}, {"txt": " When sequence reads are mapped to the diploid genome, the LOH tracts show reciprocal alterations in coverage on homologous chromosomes.", "language": "english", "position": {"atoms": [{"position_id": 7457, "txt": " When sequence reads are mapped to the diploid genome, the LOH tracts show reciprocal alterations in coverage on homologous chromosomes.", "x": 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"x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[3]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 332, "edu_l1_label": "EDU_O"}, {"txt": " Ten-fold serial dilutions of the S288C strain with plasmid (Control) or MagMboI variants were spotted and cultured for 48 h at 30°C in the dark or upon light irradiation.", "language": "english", "position": {"atoms": [{"position_id": 7773, "txt": " Ten-fold serial dilutions of the S288C strain with plasmid (Control) or MagMboI variants were spotted and cultured for 48 h at 30°C in the dark or upon light irradiation.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[3]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 333, "edu_l1_label": "EDU_O"}, {"txt": " (D) Electrophoresis assay for quantifying DSB level using the TapeStation system (Agilent Technologies).", "language": "english", "position": {"atoms": [{"position_id": 7774, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[3]"}, {"position_id": 7776, "txt": "D", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[4]"}, {"position_id": 7778, "txt": ") Electrophoresis assay for quantifying DSB level using the TapeStation system (Agilent Technologies).", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[4]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 334, "edu_l1_label": "EDU_O"}, {"txt": " Relative DSB levels are normalized against the control (empty vector) without light exposure.", "language": "english", "position": {"atoms": [{"position_id": 7779, "txt": " Relative DSB levels are normalized against the control (empty vector) without light exposure.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[4]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 335, "edu_l1_label": "EDU_O"}, {"txt": " (E) Two views of predicted structure of restriction enzyme MboI.", "language": "english", "position": {"atoms": [{"position_id": 7780, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[4]"}, {"position_id": 7782, "txt": "E", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[5]"}, {"position_id": 7784, "txt": ") Two views of predicted structure of restriction enzyme MboI.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[5]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 336, "edu_l1_label": "EDU_O"}, {"txt": " The amino acid residues important for high DNA cleavage activity were shown in the figure (R140, N142, R143, D186, E199, N201, and S208) [61].", "language": "english", "position": {"atoms": [{"position_id": 7785, "txt": " The amino acid residues important for high DNA cleavage activity were shown in the figure (R140, N142, R143, D186, E199, N201, and S208) [", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[5]"}, {"position_id": 7787, "txt": "61", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/a"}, {"position_id": 7789, "txt": "].", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/a"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 337, "edu_l1_label": "EDU_O"}, {"txt": " (F) Predicted structure of MagMboI-8 compared with that of MboI (blue).", "language": "english", "position": {"atoms": [{"position_id": 7790, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/a"}, {"position_id": 7792, "txt": "F", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[6]"}, {"position_id": 7794, "txt": ") Predicted structure of MagMboI-8 compared with that of MboI (blue).", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[6]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 338, "edu_l1_label": "EDU_O"}, {"txt": " (G) Immunodetection of phosphorylated Rad53 (P-Rad53) with a C-terminal 3 × FLAG tag.", "language": "english", "position": {"atoms": [{"position_id": 7795, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[6]"}, {"position_id": 7797, "txt": "G", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[7]"}, {"position_id": 7799, "txt": ") Immunodetection of phosphorylated Rad53 (P-Rad53) with a C-terminal 3 × FLAG tag.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[7]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 339, "edu_l1_label": "EDU_O"}, {"txt": " (1) under dark conditions; (2) exposed to blue light for 30 min; (3) under dark conditions for 12 hours following light exposure.", "language": "english", "position": {"atoms": [{"position_id": 7800, "txt": " (1) under dark conditions; (2) exposed to blue light for 30 min; (3) under dark conditions for 12 hours following light exposure.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[7]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 340, "edu_l1_label": "EDU_O"}, {"txt": " An uncropped image is in Supplementary Fig.", "language": "english", "position": {"atoms": [{"position_id": 7801, "txt": " An uncropped image is in ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/strong[7]"}, {"position_id": 7803, "txt": "Supplementary Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/span[3]/a"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 341, "edu_l1_label": "EDU_O"}, {"txt": " S5.", "language": "english", "position": {"atoms": [{"position_id": 7804, "txt": " S5", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/span[3]/a"}, {"position_id": 7806, "txt": ".", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/span[3]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 190, "global_sentence_id": 342, "edu_l1_label": "EDU_O"}, {"txt": " (H) Ratio of signal intensity of P-Rad53 to total Rad53.", "language": "english", "position": {"atoms": [{"position_id": 7807, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[4]/div/div/div[2]/p/span[3]"}, {"position_id": 7809, "txt": "H", "x": 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{"txt": "To select the optimal MagMboI set that shows the most efficient light-dependent activity, we introduced each expression plasmid into a haploid S. cerevisiae strain to test the growth defect under blue light exposure for 48 h (Fig.", "language": "english", "position": {"atoms": [{"position_id": 7826, "txt": "To select the optimal MagMboI set that shows the most efficient light-dependent activity, we introduced each expression plasmid into a haploid ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]"}, {"position_id": 7828, "txt": "S. cerevisiae", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/em"}, {"position_id": 7830, "txt": " strain to test the growth defect under blue light exposure for 48 h (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 192, "global_sentence_id": 348, "edu_l1_label": "IOS"}, {"txt": " 1C).", "language": "english", "position": {"atoms": [{"position_id": 7831, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/em"}, {"position_id": 7833, "txt": "1C", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}, {"position_id": 7835, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 192, "global_sentence_id": 349, "edu_l1_label": "IOS"}, {"txt": " Most of the MagMboI sets (except for MagMboI-2 and MagMboI-3) showed equivalent growth to the control (empty vector) under dark conditions due to the inactivation of DNA cleavage activity.", "language": "english", "position": {"atoms": [{"position_id": 7836, "txt": " Most of the MagMboI sets (except for MagMboI-2 and MagMboI-3) showed equivalent growth to the control (empty vector) under dark conditions due to the inactivation of DNA cleavage activity.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 350, "edu_l1_label": "IOS"}, {"txt": " Control cells with the empty vector exhibited the same growth rate under blue light as under dark conditions, indicating that the blue light exposure had little effect on yeast growth.", "language": "english", "position": {"atoms": [{"position_id": 7837, "txt": " Control cells with the empty vector exhibited the same growth rate under blue light as under dark conditions, indicating that the blue light exposure had little effect on yeast growth.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 351, "edu_l1_label": "IOS"}, {"txt": " MagMboI-2 and MagMboI-3 sets showed obvious growth defect under both dark and light conditions.", "language": "english", "position": {"atoms": [{"position_id": 7838, "txt": " MagMboI-2 and MagMboI-3 sets showed obvious growth defect under both dark and light conditions.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 352, "edu_l1_label": "IOS"}, {"txt": " In contrast, MagMboI-8 (splitting at 157th/158th amino acids) and MagMboI-12 (splitting at 227th/228th amino acids) sets showed equivalent growth rate to the control in dark conditions, but significant growth defects were observed only under blue light exposure.", "language": "english", "position": {"atoms": [{"position_id": 7839, "txt": " In contrast, MagMboI-8 (splitting at 157th/158th amino acids) and MagMboI-12 (splitting at 227th/228th amino acids) sets showed equivalent growth rate to the control in dark conditions, but significant growth defects were observed only under blue light exposure.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 353, "edu_l1_label": "IOS"}, {"txt": " To compare the DSB levels among different constructs, we quantified the cleaved DNA extracted from each strain carrying each MagMboI construct using TapeStation system (Agilent Technologies).", "language": "english", "position": {"atoms": [{"position_id": 7840, "txt": " To compare the DSB levels among different constructs, we quantified the cleaved DNA extracted from each strain carrying each MagMboI construct using TapeStation system (Agilent Technologies).", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 354, "edu_l1_label": "IOS"}, {"txt": " As a result, MagMboI-8 was the well-controlled variant that exhibited activity exclusively under blue light exposure (Fig.", "language": "english", "position": {"atoms": [{"position_id": 7841, "txt": " As a result, MagMboI-8 was the well-controlled variant that exhibited activity exclusively under blue light exposure (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 355, "edu_l1_label": "IOS"}, {"txt": " 1D).", "language": "english", "position": {"atoms": [{"position_id": 7842, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[1]"}, {"position_id": 7844, "txt": "1D", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[2]"}, {"position_id": 7846, "txt": ").", "x": 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"/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[5]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 362, "edu_l1_label": "IOS"}, {"txt": " 1F).", "language": "english", "position": {"atoms": [{"position_id": 7869, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[5]"}, {"position_id": 7871, "txt": "1F", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[6]"}, {"position_id": 7873, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[6]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 363, "edu_l1_label": "IOS"}, {"txt": " Therefore, it is likely that the split sets of MagMboI-8 can efficiently assemble to active enzymes only when exposed to blue light.", "language": "english", "position": {"atoms": [{"position_id": 7874, "txt": " Therefore, it is likely that the split sets of MagMboI-8 can efficiently assemble to active enzymes only when exposed to blue light.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[23]/a[6]"}]}, "tags": [], "label": "content", "web_segment_id": 192, "global_sentence_id": 364, "edu_l1_label": "IOS"}, {"txt": "To verify whether MagMboI induces DNA damage response, phosphorylation of a DNA damage checkpoint protein Rad53 was examined by the band mobility shift in sodium dodecyl sulfate–polyacrylamide gel electrophoresis.", "language": "english", "position": {"atoms": [{"position_id": 7876, "txt": "To verify whether MagMboI induces DNA damage response, phosphorylation of a DNA damage checkpoint protein Rad53 was examined by the band mobility shift in sodium dodecyl sulfate–polyacrylamide gel electrophoresis.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[24]"}]}, "tags": [], "label": "content", "web_segment_id": 193, "global_sentence_id": 365, "edu_l1_label": "IOS"}, {"txt": " While the band size of Rad53 in the control strain carrying the empty vector did not change upon blue light irradiation, the strain expressing MagMboI-8 showed a partial band shift (representing phosphorylated Rad53) in response to blue light irradiation, which diminished after returning to dark conditions (Fig.", "language": "english", "position": {"atoms": [{"position_id": 7877, "txt": " While the band size of Rad53 in the control strain carrying the empty vector did not change upon blue light irradiation, the strain expressing MagMboI-8 showed a partial band shift (representing phosphorylated Rad53) in response to blue light irradiation, which diminished after returning to dark conditions (Fig.", "x": 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conditions.", "language": "english", "position": {"atoms": [{"position_id": 7892, "txt": " These results indicate that MagMboI activates a DNA damage response upon blue light irradiation and is reversibly inactivated when returned to dark conditions.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[24]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 193, "global_sentence_id": 369, "edu_l1_label": "IOS"}, {"txt": "Chromosomal rearrangements induced by MagMboI in mitotic cells", "language": "english", "position": {"atoms": [{"position_id": 7894, "txt": "Chromosomal rearrangements induced by MagMboI in mitotic cells", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/h3[17]"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 194, "global_sentence_id": 370, "edu_l1_label": "IOS"}, {"txt": "We next introduced MagMboI-8 into a mitotic diploid yeast to verify its ability to induce 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372, "edu_l1_label": "IOS"}, {"txt": " For a detailed genome-wide identification of recombination sites, we used a diploid strain (SYW4), constructed by cell fusion of SK1-background and S288C-background haploid strains (both have the same mating type MATa to prevent spontaneous sporulation), each possessing about 0.7% single nucleotide polymorphisms [62].", "language": "english", "position": {"atoms": [{"position_id": 7902, "txt": " For a detailed genome-wide identification of recombination sites, we used a diploid strain (SYW4), constructed by cell fusion of SK1-background and S288C-background haploid strains (both have the same mating type ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[25]/a[1]"}, {"position_id": 7904, "txt": "MATa", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[25]/em"}, {"position_id": 7906, "txt": " to prevent spontaneous sporulation), each possessing about 0.7% single nucleotide polymorphisms [", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[25]/em"}, {"position_id": 7908, "txt": "62", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[25]/a[2]"}, {"position_id": 7910, "txt": "].", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[25]/a[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 195, "global_sentence_id": 373, "edu_l1_label": "IOS"}, {"txt": " The vector containing MagMboI-8 was introduced into SYW4, and after transcriptional activation for 4 h, blue light was irradiated for 30 min.", "language": "english", "position": {"atoms": [{"position_id": 7911, "txt": " The vector containing MagMboI-8 was introduced into SYW4, and after transcriptional activation for 4 h, blue light was irradiated for 30 min.", "x": 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(nonhomologous) recombination such as TL is suppressed [", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[28]/em[1]"}, {"position_id": 8038, "txt": "63", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[28]/a[2]"}, {"position_id": 8040, "txt": "].", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[28]/a[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 202, "global_sentence_id": 418, "edu_l1_label": "IOS"}, {"txt": " Hence, we introduced MagMboI-8 into meiotic cells to examine whether the spectrum of chromosomal rearrangements was influenced by the types of cell division.", "language": "english", "position": {"atoms": [{"position_id": 8041, "txt": " Hence, we introduced MagMboI-8 into meiotic cells to examine whether the spectrum of chromosomal rearrangements was influenced by the types of cell division.", "x": 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{"position_id": 8070, "txt": ") [", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[29]/a[1]"}, {"position_id": 8072, "txt": "42", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[29]/a[2]"}, {"position_id": 8074, "txt": "].", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[29]/a[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 203, "global_sentence_id": 423, "edu_l1_label": "IOS"}, {"txt": " This strain was transferred to SPM and after 3.5 h at the expected timing of Spo11-DSB formation, we exposed it to blue light for 30 min.", "language": "english", "position": {"atoms": [{"position_id": 8075, "txt": " This strain was transferred to SPM and after 3.5 h at the expected timing of Spo11-DSB formation, we exposed it to blue light for 30 min.", "x": 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blue-light exposure.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[29]/span[5]"}]}, "tags": [], "label": "content", "web_segment_id": 203, "global_sentence_id": 427, "edu_l1_label": "IOS"}, {"txt": " When meiotic cells expressing MagMboI-8 were exposed to blue light, there was little effect on changes in DNA content compared to the mock control without blue light exposure, but there was a slight delay in the accumulation of cells that completed meiosis I and meiosis II within the range of 6–10 h (Supplementary Fig.", "language": "english", "position": {"atoms": [{"position_id": 8087, "txt": " When meiotic cells expressing MagMboI-8 were exposed to blue light, there was little effect on changes in DNA content compared to the mock control without blue light exposure, but there was a slight delay in the accumulation of cells that completed meiosis I and meiosis II within the range of 6–10 h (", "x": 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{"position_id": 8259, "txt": " MagMboI\" exhibited very low viability (<1%) irrespective of blue right irradiation (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[30]/em[8]"}, {"position_id": 8261, "txt": "Supplementary Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[30]/span[8]/a"}]}, "tags": ["em"], "label": "content", "web_segment_id": 207, "global_sentence_id": 460, "edu_l1_label": "IOS"}, {"txt": " S12).", "language": "english", "position": {"atoms": [{"position_id": 8262, "txt": " S12", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[30]/span[8]/a"}, {"position_id": 8264, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[30]/span[8]"}]}, "tags": [], "label": "content", "web_segment_id": 207, "global_sentence_id": 461, "edu_l1_label": "IOS"}, {"txt": "Meiotic recombinations in viable MagTAQed spores", "language": "english", "position": {"atoms": [{"position_id": 8266, "txt": "Meiotic recombinations in viable MagTAQed spores", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/h3[19]"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 208, "global_sentence_id": 462, "edu_l1_label": "IOS"}, {"txt": "Analyzing the whole-genome sequences of the rare viable spores, we detected multiple recombination events estimated as COs and NCOs per chromosome (Fig.", "language": "english", "position": {"atoms": [{"position_id": 8268, "txt": "Analyzing the whole-genome sequences of the rare viable spores, we detected multiple recombination events estimated as COs and NCOs per chromosome (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 209, "global_sentence_id": 463, "edu_l1_label": "IOS"}, {"txt": " 3D and E and Supplementary Figs S13 and S14).", "language": "english", "position": {"atoms": [{"position_id": 8269, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[31]"}, {"position_id": 8271, "txt": "3D", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[31]/a[1]"}, {"position_id": 8273, "txt": " and ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[31]/a[1]"}, {"position_id": 8275, "txt": "E", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[31]/a[2]"}, {"position_id": 8277, "txt": " and ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[31]/a[2]"}, {"position_id": 8279, "txt": "Supplementary Figs S13", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[31]/span[4]/a"}, {"position_id": 8281, "txt": " and ", "x": 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with the distribution of recombination sites in ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[34]/a[6]"}, {"position_id": 8544, "txt": "SPO11", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[34]/em"}, {"position_id": 8546, "txt": "+", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[34]/sup"}, {"position_id": 8548, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[34]/sup"}, {"position_id": 8550, "txt": "Supplementary Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[34]/span[8]/a"}]}, "tags": ["em"], "label": "content", "web_segment_id": 215, "global_sentence_id": 508, "edu_l1_label": "IOS"}, {"txt": " S16).", "language": "english", "position": {"atoms": [{"position_id": 8551, "txt": " S16", "x": 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{"atoms": [{"position_id": 8568, "txt": " However, not all NDRs are Spo11 hotspots, and some NDRs are hardly subject to Spo11-induced DSBs.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[35]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 216, "global_sentence_id": 511, "edu_l1_label": "IOS"}, {"txt": " We examined the distance between these NDRs and the recombination sites.", "language": "english", "position": {"atoms": [{"position_id": 8569, "txt": " We examined the distance between these NDRs and the recombination sites.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[35]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 216, "global_sentence_id": 512, "edu_l1_label": "IOS"}, {"txt": " The distance between all NDRs and MagMboI-COs was not significantly different from that of Spo11-COs.", "language": "english", "position": {"atoms": [{"position_id": 8570, "txt": " The distance between all NDRs and MagMboI-COs was not significantly different from that of Spo11-COs.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[35]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 216, "global_sentence_id": 513, "edu_l1_label": "IOS"}, {"txt": " This suggests that MagMboI induces DSBs in NDRs similarly to Spo11 (Fig.", "language": "english", "position": {"atoms": [{"position_id": 8571, "txt": " This suggests that MagMboI induces DSBs in NDRs similarly to Spo11 (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[35]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 216, "global_sentence_id": 514, "edu_l1_label": "IOS"}, {"txt": " 4C).", "language": "english", "position": {"atoms": [{"position_id": 8572, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[35]/a[3]"}, {"position_id": 8574, 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"txt": " The results showed that the distance of MagMboI-COs to DSB-cold NDRs was statistically shorter than that to Spo11-COs (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[36]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 217, "global_sentence_id": 518, "edu_l1_label": "IOS"}, {"txt": " 4D and E).", "language": "english", "position": {"atoms": [{"position_id": 8585, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[36]/a[1]"}, {"position_id": 8587, "txt": "4D", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[36]/a[2]"}, {"position_id": 8589, "txt": " and ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[36]/a[2]"}, {"position_id": 8591, "txt": "E", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[36]/a[3]"}, {"position_id": 8593, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[36]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 217, "global_sentence_id": 519, "edu_l1_label": "IOS"}, {"txt": " These results suggest that MagMboI can introduces DSBs in DSB-cold NDRs as well as in DSB-hot NDRs.", "language": "english", "position": {"atoms": [{"position_id": 8594, "txt": " These results suggest that MagMboI can introduces DSBs in DSB-cold NDRs as well as in DSB-hot NDRs.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[36]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 217, "global_sentence_id": 520, "edu_l1_label": "IOS"}, {"txt": "To further confirm this feature, we examined the frequency of MagMboI-COs in specific chromosomal regions where meiotic recombination is suppressed.", "language": "english", "position": {"atoms": [{"position_id": 8596, "txt": "To further confirm this feature, we examined the frequency of MagMboI-COs in specific chromosomal regions where meiotic recombination is suppressed.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 521, "edu_l1_label": "IOS"}, {"txt": " In this study, COs involving the rDNA region were quantified based on a single event when a shift in chromosome origin was identified at the boundary of the rDNA region.", "language": "english", "position": {"atoms": [{"position_id": 8597, "txt": " In this study, COs involving the rDNA region were quantified based on a single event when a shift in chromosome origin was identified at the boundary of the rDNA region.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 522, "edu_l1_label": "IOS"}, {"txt": " As a result, consecutive COs occurring through the rDNA region, if present, remain undetectable under this approach.", "language": "english", "position": {"atoms": [{"position_id": 8598, "txt": " As a result, consecutive COs occurring through the rDNA region, if present, remain undetectable under this approach.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 523, "edu_l1_label": "IOS"}, {"txt": " The centromere-proximal (±10 kb) regions and rDNA are chromosomal regions where Spo11-induced DSBs are hardly detected [6].", "language": "english", "position": {"atoms": [{"position_id": 8599, "txt": " The centromere-proximal (±10 kb) regions and rDNA are chromosomal regions where Spo11-induced DSBs are hardly detected [", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]"}, {"position_id": 8601, "txt": "6", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[1]"}, {"position_id": 8603, "txt": "].", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 524, "edu_l1_label": "IOS"}, {"txt": " The proportions of these regions in the genome are 1.3% and 11.3%, respectively (indicated by yellow bars in Fig.", "language": "english", "position": {"atoms": [{"position_id": 8604, "txt": " The proportions of these regions in the genome are 1.3% and 11.3%, respectively (indicated by yellow bars in Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 525, "edu_l1_label": "IOS"}, {"txt": " 4F), and these proportions are the expected CO frequencies if COs occurred uniformly across all chromosomes.", "language": "english", "position": {"atoms": [{"position_id": 8605, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[1]"}, {"position_id": 8607, "txt": "4F", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[2]"}, {"position_id": 8609, "txt": "), and these proportions are the expected CO frequencies if COs occurred uniformly across all chromosomes.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[2]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 526, "edu_l1_label": "IOS"}, {"txt": " Spo11-COs (gray bars) are about 0.9% in the centromere-proximal region and about 0.1% in rDNA, which is lower than the expected frequencies, indicating that recombination is suppressed (Fig.", "language": "english", "position": {"atoms": [{"position_id": 8610, "txt": " Spo11-COs (gray bars) are about 0.9% in the centromere-proximal region and about 0.1% in rDNA, which is lower than the expected frequencies, indicating that recombination is suppressed (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[2]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 527, "edu_l1_label": "IOS"}, {"txt": " 4F).", "language": "english", "position": {"atoms": [{"position_id": 8611, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[2]"}, {"position_id": 8613, "txt": "4F", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[3]"}, {"position_id": 8615, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 528, "edu_l1_label": "IOS"}, {"txt": " On the other hand, the frequency of MagMboI-COs is 1.8% at the centromere-proximal region, which is comparable to the expected frequency.", "language": "english", "position": {"atoms": [{"position_id": 8616, "txt": " On the other hand, the frequency of MagMboI-COs is 1.8% at the centromere-proximal region, which is comparable to the expected frequency.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 529, "edu_l1_label": "IOS"}, {"txt": " In the rDNA region, the frequency of MagMboI-COs is 1.4%, about eight-fold lower than the expected frequency, but still 14-fold higher than the frequency of Spo11-COs (Fig.", "language": "english", "position": {"atoms": [{"position_id": 8617, "txt": " In the rDNA region, the frequency of MagMboI-COs is 1.4%, about eight-fold lower than the expected frequency, but still 14-fold higher than the frequency of Spo11-COs (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 530, "edu_l1_label": "IOS"}, {"txt": " 4F).", "language": "english", "position": {"atoms": [{"position_id": 8618, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[3]"}, {"position_id": 8620, "txt": "4F", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[4]"}, {"position_id": 8622, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[4]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 531, "edu_l1_label": "IOS"}, {"txt": " These results suggest that MagMboI-induced DSBs are much less influenced by recombination suppression in centromere-proximal and rDNA regions.", "language": "english", "position": {"atoms": [{"position_id": 8623, "txt": " These results suggest that MagMboI-induced DSBs are much less influenced by recombination suppression in centromere-proximal and rDNA regions.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[37]/a[4]"}]}, "tags": [], "label": "content", "web_segment_id": 218, "global_sentence_id": 532, "edu_l1_label": "IOS"}, {"txt": "Noncanonical recombinations between repetitive sequences", "language": "english", "position": {"atoms": [{"position_id": 8625, "txt": "Noncanonical recombinations between repetitive sequences", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/h3[20]"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 219, "global_sentence_id": 533, "edu_l1_label": "IOS"}, {"txt": "Interestingly, partial increases in sequence coverage were observed in chromosomes II and XVI of mm15, suggesting that these chromosomal regions were duplicated by noncanonical recombination (Supplementary Fig.", "language": "english", "position": {"atoms": [{"position_id": 8627, "txt": "Interestingly, partial increases in sequence coverage were observed in chromosomes II and XVI of mm15, suggesting that these chromosomal regions were duplicated by noncanonical recombination (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]"}, {"position_id": 8629, "txt": "Supplementary Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/span[2]/a"}]}, "tags": [], "label": "content", "web_segment_id": 220, "global_sentence_id": 534, "edu_l1_label": "IOS"}, {"txt": " S15A, blue arrowheads).", "language": "english", "position": {"atoms": [{"position_id": 8630, "txt": " S15A", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/span[2]/a"}, {"position_id": 8632, "txt": ", blue arrowheads).", "x": 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" Comparative analysis with the reference genome showed tandem DUPs in chromosomes II and XVI (Fig.", "language": "english", "position": {"atoms": [{"position_id": 8638, "txt": " Comparative analysis with the reference genome showed tandem DUPs in chromosomes II and XVI (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/em"}]}, "tags": ["em"], "label": "content", "web_segment_id": 220, "global_sentence_id": 537, "edu_l1_label": "IOS"}, {"txt": " 5A and B, named DUP1 and DUP2, respectively).", "language": "english", "position": {"atoms": [{"position_id": 8639, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/em"}, {"position_id": 8641, "txt": "5A", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/a[1]"}, {"position_id": 8643, "txt": " and ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/a[1]"}, {"position_id": 8645, "txt": "B", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/a[2]"}, {"position_id": 8647, "txt": ", named DUP1 and DUP2, respectively).", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/a[2]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 220, "global_sentence_id": 538, "edu_l1_label": "IOS"}, {"txt": " Importantly, both DUP1 and DUP2 were due to NAHR between repetitive sequences associated with Ty retrotransposon (Fig.", "language": "english", "position": {"atoms": [{"position_id": 8648, "txt": " Importantly, both DUP1 and DUP2 were due to NAHR between repetitive sequences associated with Ty retrotransposon (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[38]/a[2]"}]}, "tags": [], "label": 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Magnified views of comparison for chromosome II and XVI show tandem DUPs (DUP1 and DUP2) indicated by arrows.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/em"}]}, "tags": ["em"], "label": "figure_title", "web_segment_id": 223, "global_sentence_id": 546, "edu_l1_label": "EDU_O"}, {"txt": " (B) Schematic diagram of recombined chromosomes in mm15.", "language": "english", "position": {"atoms": [{"position_id": 8669, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/em"}, {"position_id": 8671, "txt": "B", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/strong[2]"}, {"position_id": 8673, "txt": ") Schematic diagram of recombined chromosomes in mm15.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/strong[2]"}]}, "tags": ["strong", "em"], "label": "figure_title", "web_segment_id": 223, "global_sentence_id": 547, "edu_l1_label": "EDU_O"}, {"txt": " DUP1 and DUP2 regions are shown in the boxes.", "language": "english", "position": {"atoms": [{"position_id": 8674, "txt": " DUP1 and DUP2 regions are shown in the boxes.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/strong[2]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 223, "global_sentence_id": 548, "edu_l1_label": "EDU_O"}, {"txt": " (C) Magnified views of DUP1 and DUP2.", "language": "english", "position": {"atoms": [{"position_id": 8675, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/strong[2]"}, {"position_id": 8677, "txt": "C", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/strong[3]"}, {"position_id": 8679, "txt": ") Magnified views of DUP1 and DUP2.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/strong[3]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 223, "global_sentence_id": 549, "edu_l1_label": "EDU_O"}, {"txt": " Both tandem DUPs were caused by HRs between homologues and NAHRs between repetitive sequences.", "language": "english", "position": {"atoms": [{"position_id": 8680, "txt": " Both tandem DUPs were caused by HRs between homologues and NAHRs between repetitive sequences.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[8]/div/div/div[2]/p/strong[3]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 223, "global_sentence_id": 550, "edu_l1_label": "EDU_O"}, {"txt": "Chromosomal aberrations in return-to-growth isolates", "language": "english", "position": {"atoms": [{"position_id": 8682, "txt": "Chromosomal aberrations in return-to-growth isolates", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/h3[21]"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 224, "global_sentence_id": 551, "edu_l1_label": "IOS"}, {"txt": "MagMboI-induced meiotic NAHRs led us to hypothesize that lethal chromosomal abnormalities decreased spore viability.", "language": "english", "position": {"atoms": [{"position_id": 8684, "txt": "MagMboI-induced meiotic NAHRs led us to hypothesize that lethal chromosomal abnormalities decreased spore viability.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 552, "edu_l1_label": "IOS"}, {"txt": " We considered that analyzing the genome sequences of viable spores could not detect these fatal chromosomal rearrangements.", "language": "english", "position": {"atoms": [{"position_id": 8685, "txt": " We considered that analyzing the genome sequences of viable spores could not detect these fatal chromosomal rearrangements.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 553, "edu_l1_label": "IOS"}, {"txt": " Therefore, a return-to-growth (RTG) experiment [71], a recovery of meiotic cells from sporulation culture to the vegetative mitotic cell cycle in a nutrient-rich condition, was employed to analyze the formation of chromosomal abnormalities during meiosis I.", "language": "english", "position": {"atoms": [{"position_id": 8686, "txt": " Therefore, a return-to-growth (RTG) experiment [", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]"}, {"position_id": 8688, "txt": "71", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[1]"}, {"position_id": 8690, "txt": "], a recovery of meiotic cells from sporulation culture to the vegetative mitotic cell cycle in a nutrient-rich condition, was employed to analyze the formation of chromosomal abnormalities during meiosis I.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 554, "edu_l1_label": "IOS"}, {"txt": " In RTG experiments, meiotic cells exposed to blue light were immediately transferred to nutrient-rich plates to isolate MagTAQed RTG cells (Fig.", "language": "english", "position": {"atoms": [{"position_id": 8691, "txt": " In RTG experiments, meiotic cells exposed to blue light were immediately transferred to nutrient-rich plates to isolate MagTAQed RTG cells (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[1]"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 555, "edu_l1_label": "IOS"}, {"txt": " 6A).", "language": "english", "position": {"atoms": [{"position_id": 8692, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[1]"}, {"position_id": 8694, "txt": "6A", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[2]"}, {"position_id": 8696, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[2]"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 556, "edu_l1_label": "IOS"}, {"txt": " The genome analysis revealed MagTAQed RTG isolates underwent multiple LOHs due to HR (Supplementary Fig.", "language": "english", "position": {"atoms": [{"position_id": 8697, "txt": " The genome analysis revealed MagTAQed RTG isolates underwent multiple LOHs due to HR (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[2]"}, {"position_id": 8699, "txt": "Supplementary Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/span[4]/a"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 557, "edu_l1_label": "IOS"}, {"txt": " S17 and Supplementary Table S4).", "language": "english", "position": {"atoms": [{"position_id": 8700, "txt": " S17", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/span[4]/a"}, {"position_id": 8702, "txt": " and ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/span[4]"}, {"position_id": 8704, "txt": "Supplementary Table S4", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/span[6]/a"}, {"position_id": 8706, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/span[6]"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 558, "edu_l1_label": "IOS"}, {"txt": " Since recombination does not occur in spo11Δ [42, 72], we conclude that MagMboI indeed induced recombination in the RTG experiment.", "language": "english", "position": {"atoms": [{"position_id": 8707, "txt": " Since recombination does not occur in ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/span[6]"}, {"position_id": 8709, "txt": "spo11Δ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/em"}, {"position_id": 8711, "txt": " [", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/em"}, {"position_id": 8713, "txt": "42", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[3]"}, {"position_id": 8715, "txt": ", ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[3]"}, {"position_id": 8717, "txt": "72", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[4]"}, {"position_id": 8719, "txt": "], we conclude that MagMboI indeed induced recombination in the RTG experiment.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[39]/a[4]"}]}, "tags": ["em"], "label": "content", "web_segment_id": 225, "global_sentence_id": 559, "edu_l1_label": "IOS"}, {"txt": "Figure 6.", "language": "english", "position": {"atoms": [{"position_id": 8721, "txt": "Figure 6.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[1]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 226, "global_sentence_id": 560, "edu_l1_label": "EDU_O"}, {"txt": "MagMboI-induced recombination cause chromosomal abnormalities.", "language": "english", "position": {"atoms": [{"position_id": 8723, "txt": "MagMboI-induced recombination cause chromosomal abnormalities.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p"}]}, "tags": [], "label": "figure_title", "web_segment_id": 227, "global_sentence_id": 561, "edu_l1_label": "EDU_O"}, {"txt": " (A) A schematic diagram of RTG experiment to isolate the diploid strains with rearranged chromosomes induced by MagMboI.", "language": "english", "position": {"atoms": [{"position_id": 8724, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p"}, {"position_id": 8726, "txt": "A", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[1]"}, {"position_id": 8728, "txt": ") A schematic diagram of RTG experiment to isolate the diploid strains with rearranged chromosomes induced by MagMboI.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[1]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 227, "global_sentence_id": 562, "edu_l1_label": "EDU_O"}, {"txt": " (B) NAHRs between heterologous chromosomes in RTG8 and 31. NAHR between homologous chromosomes in RTG46.", "language": "english", "position": {"atoms": [{"position_id": 8729, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[1]"}, {"position_id": 8731, "txt": "B", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[2]"}, {"position_id": 8733, "txt": ") NAHRs between heterologous chromosomes in RTG8 and 31. NAHR between homologous chromosomes in RTG46.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[2]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 227, "global_sentence_id": 563, "edu_l1_label": "EDU_O"}, {"txt": " (C) Circos plots of SGCs, BIRs, NMTLs, and NAHRs within MagTAQed RTG isolates.", "language": "english", "position": {"atoms": [{"position_id": 8734, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[2]"}, {"position_id": 8736, "txt": "C", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[3]"}, {"position_id": 8738, "txt": ") Circos plots of SGCs, BIRs, NMTLs, and NAHRs within MagTAQed RTG isolates.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[3]"}]}, "tags": ["strong"], "label": "figure_title", "web_segment_id": 227, "global_sentence_id": 564, "edu_l1_label": "EDU_O"}, {"txt": " (D) Increased percentage of NAHR per HR in RTG isolates compared to mitotic isolates.", "language": "english", "position": {"atoms": [{"position_id": 8739, "txt": " (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[3]"}, {"position_id": 8741, "txt": "D", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[4]"}, {"position_id": 8743, "txt": ") Increased percentage of NAHR per HR in RTG isolates compared to mitotic isolates.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/div[9]/div/div/div[2]/p/strong[4]"}]}, "tags": ["strong"], "label": 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"/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/em[1]"}]}, "tags": ["em"], "label": "figure_title", "web_segment_id": 228, "global_sentence_id": 569, "edu_l1_label": "IOS"}, {"txt": " showed that numerous NCOs and a few COs per chromosome were observed in SPO11+ RTG strains [73].", "language": "english", "position": {"atoms": [{"position_id": 8769, "txt": " showed that numerous NCOs and a few COs per chromosome were observed in ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/em[1]"}, {"position_id": 8771, "txt": "SPO11", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/em[2]"}, {"position_id": 8773, "txt": "+", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/em[2]/sup"}, {"position_id": 8775, "txt": " RTG strains [", "x": 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expressing MagMboI-8 also generated multiple NCOs.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/em[3]"}]}, "tags": ["em"], "label": "figure_title", "web_segment_id": 228, "global_sentence_id": 571, "edu_l1_label": "EDU_O"}, {"txt": " We also detected BIR events possibly reflecting COs but at a lower frequency than in SPO11+ diploid (Supplementary Fig.", "language": "english", "position": {"atoms": [{"position_id": 8785, "txt": " We also detected BIR events possibly reflecting COs but at a lower frequency than in ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/em[3]"}, {"position_id": 8787, "txt": "SPO11", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/em[4]"}, {"position_id": 8789, "txt": "+", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/sup"}, {"position_id": 8791, "txt": " diploid (", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/sup"}, {"position_id": 8793, "txt": "Supplementary Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/span[3]/a"}]}, "tags": ["em"], "label": "figure_title", "web_segment_id": 228, "global_sentence_id": 572, "edu_l1_label": "EDU_O"}, {"txt": " S17).", "language": "english", "position": {"atoms": [{"position_id": 8794, "txt": " S17", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/span[3]/a"}, {"position_id": 8796, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[40]/span[3]"}]}, "tags": [], "label": "figure_title", "web_segment_id": 228, "global_sentence_id": 573, "edu_l1_label": "EDU_O"}, {"txt": " Note that some chromosomes had no NCOs or COs detected, suggesting that MagMboI-8 randomly induces DSBs.", 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{"txt": " S18).", "language": "english", "position": {"atoms": [{"position_id": 8809, "txt": " S18", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[41]/span[4]/a"}, {"position_id": 8811, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[41]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 229, "global_sentence_id": 577, "edu_l1_label": "IOS"}, {"txt": " The frequency of NAHR was higher in MagTAQed RTG isolates than in mitotic MagTAQed isolates, likely reflecting elevated homology-directed repair pathway in meiotic cells (Fig.", "language": "english", "position": {"atoms": [{"position_id": 8812, "txt": " The frequency of NAHR was higher in MagTAQed RTG isolates than in mitotic MagTAQed isolates, likely reflecting elevated homology-directed repair pathway in meiotic cells (Fig.", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[41]/span[4]"}]}, "tags": [], "label": "content", "web_segment_id": 229, "global_sentence_id": 578, "edu_l1_label": "IOS"}, {"txt": " 6D).", "language": "english", "position": {"atoms": [{"position_id": 8813, "txt": " ", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[41]/span[4]"}, {"position_id": 8815, "txt": "6D", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[41]/a[3]"}, {"position_id": 8817, "txt": ").", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[41]/a[3]"}]}, "tags": [], "label": "content", "web_segment_id": 229, "global_sentence_id": 579, "edu_l1_label": "IOS"}, {"txt": " More importantly, NAHRs were detected in the MagTAQed spores (0.49%) and MagTAQed RTG isolates (6.67%) at a much higher frequency than SPO11+ spores (0.03%) and SPO11+ RTG cells 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Funding for open access charge:", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 264, "global_sentence_id": 720, "edu_l1_label": "EDU_O"}, {"txt": " (JST) CREST [JPMJCR18S3].", "language": "english", "position": {"atoms": [{"position_id": 9364, "txt": " (JST) CREST [JPMJCR18S3].", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 264, "global_sentence_id": 721, "edu_l1_label": "EDU_O"}, {"txt": "Data availability", "language": "english", "position": {"atoms": [{"position_id": 9366, "txt": "Data availability", "x": "/html/body/div[1]/div[2]/section/div/div[2]/div[3]/div[3]/div[3]/div[2]/div[1]/div/div/h2[10]"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 265, "global_sentence_id": 722, "edu_l1_label": "IOS"}, {"txt": "Sequencing data were deposited in the 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# Light-controlled Spo11-less meiotic DNA breaks by MagTAQing lead to chromosomal aberrations ## Abstract ## Graphical Abstract ## Introduction ## Materials and methods ### Yeast strains and culture ### Construction of photoactivatable restriction enzyme ### Blue light ### Spot assay ### Quantification of the fraction of cleaved DNA ### Western blotting ### Protein structure prediction with AlphaFold2 ### MagTAQing for mitotic cells ### Illumina short-read sequencing ### Mutation detection pipeline for diploid mutants ### MagTAQing for meiotic cells ### Random spore analysis ### Mutation detection pipeline for haploid spores ### Nanopore long-read sequencing and de novo assembly ### Comparison of COs with chromatin features ## Results ### Development of photoactivatable MboI restriction enzyme MagMboI ### Chromosomal rearrangements induced by MagMboI in mitotic cells ### Expression of MagMboI in meiotic cells ### Meiotic recombinations in viable MagTAQed spores ### Noncanonical recombinations between repetitive sequences ### Chromosomal aberrations in return-to-growth isolates ## Discussion ### Development of optogenetic system conditionally inducing large-scale genome rearrangements ### Comparison of genome rearrangements induced by MagMboI during mitosis and meiosis ### Differences in consequence of DSBs induced by Spo11 and MagMboI ### Species-dependent response to artificial DSBs in spo11 deficient cells ### Spo11-independent recombination and chromosomal instability
28e73d13-218d-4565-aefa-100ed0eab8e0
web
test/raw_web_htmls/28e73d13-218d-4565-aefa-100ed0eab8e0.html
https://mp.weixin.qq.com/s/wWWGP7-lReON_b5-Pm5plg
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LLM下一个发展未来是什么", "language": "chinese", "position": {"atoms": [{"position_id": 627, "txt": "1. LLM下一个发展未来是什么", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[4]/span"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 11, "edu_l1_label": "EDU_O"}, {"txt": "2. 哪些落地方向更有前景", "language": "chinese", "position": {"atoms": [{"position_id": 629, "txt": "2. 哪些落地方向更有前景", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 12, "edu_l1_label": "EDU_O"}, {"txt": "3. 我们要做些什么准备", "language": "chinese", "position": {"atoms": [{"position_id": 631, "txt": "3. 我们要做些什么准备", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 44, "global_sentence_id": 13, "edu_l1_label": "EDU_O"}, {"txt": "本文：", "language": "chinese", "position": {"atoms": [{"position_id": 633, "txt": "本文：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/span"}]}, "tags": [], "label": "content", 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"edu_l1_label": "IOS"}, {"txt": "重磅：", "language": "chinese", "position": {"atoms": [{"position_id": 640, "txt": "重磅：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/span[1]/a"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 18, "edu_l1_label": "EDU_O"}, {"txt": "盘点7大方向，谁将诞生ChatGPT领域的尤里卡时刻（七个方向仅有一个未被兑奖）怎么风平浪静的？", "language": "chinese", "position": {"atoms": [{"position_id": 641, "txt": "盘点7大方向，谁将诞生ChatGPT领域的尤里卡时刻", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/span[1]/a"}, {"position_id": 643, "txt": "（七个方向仅有一个未被兑奖）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/span[1]/a"}, {"position_id": 645, "txt": "怎么风平浪静的？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/a/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 19, "edu_l1_label": "EDU_O"}, {"txt": "多模态+Toolformer，这波还不原地起飞？", "language": "chinese", "position": {"atoms": [{"position_id": 646, "txt": "多模态+Toolformer，这波还不原地起飞？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/a/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 20, "edu_l1_label": "EDU_O"}, {"txt": "（你们都知道的，100%兑奖）", "language": "chinese", "position": {"atoms": [{"position_id": 648, "txt": "（你们都知道的，100%兑奖）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/a/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 48, "global_sentence_id": 21, "edu_l1_label": "EDU_O"}, {"txt": "思考框架", "language": "chinese", "position": {"atoms": [{"position_id": 650, "txt": "思考框架", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 49, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "但有一位朋友问了我一个印象很深刻的问题，“你是怎么做出这些预判的呢？”。", "language": "chinese", "position": {"atoms": [{"position_id": 652, "txt": "但有一位朋友问了我一个印象很深刻的问题，“你是怎么做出这些预判的呢？”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "这就是知其然和知其所以然的区别了，当时我回答不上来，现在我有了思考后的初步框架，与各位分享：", "language": "chinese", "position": {"atoms": [{"position_id": 653, "txt": "这就是知其然和知其所以然的区别了，当时我回答不上来，现在我有了思考后的初步框架，与各位分享：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/span"}]}, "tags": [], "label": "content", "web_segment_id": 50, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "1. 现在存在哪些问题需要解决", "language": "chinese", "position": {"atoms": [{"position_id": 655, "txt": "1. 现在存在哪些问题需要解决", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/span"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "2. 做哪些尝试可以带来更大的空间（当然也带来更多的待解决问题）", "language": "chinese", "position": {"atoms": [{"position_id": 657, "txt": "2. 做哪些尝试可以带来更大的空间（当然也带来更多的待解决问题）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 52, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "3. 这些方向技术上是否可行", "language": "chinese", "position": {"atoms": [{"position_id": 659, "txt": "3. 这些方向技术上是否可行", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/span/br[2]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 53, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "4. 这些方向的商业价值是否值得投入去改变", "language": "chinese", "position": {"atoms": [{"position_id": 661, "txt": "4. 这些方向的商业价值是否值得投入去改变", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/span/br[3]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 54, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "由此，我将LLM的未来分为两类：", "language": "chinese", "position": {"atoms": [{"position_id": 663, "txt": "由此，我将LLM的未来分为两类：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "现状修复，开拓增量。", "language": "chinese", "position": {"atoms": [{"position_id": 664, "txt": "现状修复，开拓增量。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "同时施加技术和商业的双重判断进行校准。", "language": "chinese", "position": {"atoms": [{"position_id": 665, "txt": "同时施加技术和商业的双重判断进行校准。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "表层知识", "language": "chinese", "position": {"atoms": [{"position_id": 667, "txt": "表层知识", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 56, "global_sentence_id": 32, "edu_l1_label": "BOS"}, {"txt": "现状修复", "language": "chinese", "position": {"atoms": [{"position_id": 669, "txt": "现状修复", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[16]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 57, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "No.1 居高不下的推理成本", "language": "chinese", "position": {"atoms": [{"position_id": 671, "txt": "No.1 居高不下的推理成本", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[17]/span/strong"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 58, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "目前表现最优的OpenAI GPT-3 Davanci 价格是0.02美元/1Ktoken（大约3800汉字/元），特化微调后的GPT-3.5 turbo价格是0.002美元/1Ktoken（38000汉字/元）。", "language": "chinese", "position": {"atoms": [{"position_id": 673, "txt": "目前表现最优的OpenAI GPT-3 Davanci 价格是0.02美元/1Ktoken（大约3800汉字/元），特化微调后的GPT-3.5 turbo价格是0.002美元/1Ktoken（38000汉字/元）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "同期国内的百度文心一言据说API价格是0.12元/1Ktoken，比Davanci版本略微便宜一点。", "language": "chinese", "position": {"atoms": [{"position_id": 674, "txt": "同期国内的百度文心一言据说API价格是0.12元/1Ktoken，比Davanci版本略微便宜一点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[18]/span"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "列举这么多数据，是为了直观告诉大家现在的推理成本到底有多贵，只有少数业务能够满足到这个价格/成本的剪刀差。", "language": "chinese", "position": {"atoms": [{"position_id": 676, "txt": "列举这么多数据，是为了直观告诉大家现在的推理成本到底有多贵，只有少数业务能够满足到这个价格/成本的剪刀差。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[19]/span"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "基于这个问题，可以延伸出若干个子方向：", "language": "chinese", "position": {"atoms": [{"position_id": 678, "txt": "基于这个问题，可以延伸出若干个子方向：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[20]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "开源平替小模型，例如Meta开源的LLama及延伸出Alpaca-lora，ColossalChat等等，通过针对性微调，在更小参数量级（10B或100B）级别上对齐千亿参数的效果。", "language": "chinese", "position": {"atoms": [{"position_id": 680, "txt": "开源平替小模型，例如Meta开源的LLama及延伸出Alpaca-lora，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span"}, {"position_id": 682, "txt": "ColossalChat等等，通过针对性微调，在更小参数量级（10B或100B）级别上对齐千亿参数的效果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[21]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "上下文压缩，通过文件分块后语义检索，或者长文分段摘要在合并等方式缩减上下文长度。", "language": "chinese", "position": {"atoms": [{"position_id": 684, "txt": "上下文压缩，通过文件分块后语义检索，或者长文分段摘要在合并等方式缩减上下文长度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "例如ChatPDF，乃至bing（虽然他没公开，但我猜是）。", "language": "chinese", "position": {"atoms": [{"position_id": 685, "txt": "例如ChatPDF，乃至bing（虽然他没公开，但我猜是）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[22]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "LLM本身的优化，例如英伟达在芯片层的工作，以及算法、模型结构、任务调度方面的优化。", "language": "chinese", "position": {"atoms": [{"position_id": 687, "txt": "LLM本身的优化，例如英伟达在芯片层的工作，以及算法、模型结构、任务调度方面的优化。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "可谓是八仙过海，各显神通，大语言核心厂家在做优化的同时，小玩家也通过各种手段拼命压缩成本。", "language": "chinese", "position": {"atoms": [{"position_id": 689, "txt": "可谓是八仙过海，各显神通，大语言核心厂家在做优化的同时，小玩家也通过各种手段拼命压缩成本。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "要让LLM进一步踏入千家万户，迎来像AI绘画侧SD算法那种爆发，推理成本一定是最重要的第一个方向。", "language": "chinese", "position": {"atoms": [{"position_id": 690, "txt": "要让LLM进一步踏入千家万户，迎来像AI绘画侧SD算法那种爆发，推理成本一定是最重要的第一个方向。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[24]/span"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "并且他也一定能快速被解决，不管从LLM本身出发，还是上下文压缩的技术迭进，还是开源平替小模型，他的各项技术前景都是现实的。", "language": "chinese", "position": {"atoms": [{"position_id": 692, "txt": "并且他也一定能快速被解决，不管从LLM本身出发，还是上下文压缩的技术迭进，还是开源平替小模型，他的各项技术前景都是现实的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "所以如果4月1号OpenAI又宣布降价，别惊讶，常规操作。", "language": "chinese", "position": {"atoms": [{"position_id": 693, "txt": "所以如果4月1号OpenAI又宣布降价，别惊讶，常规操作。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[25]/span"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "No.2 垂直适配难题", "language": "chinese", "position": {"atoms": [{"position_id": 695, "txt": "No.2 垂直适配难题", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[26]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 67, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "目前要微调一些专用于垂直领域的LLM，会面临若干问题：", "language": "chinese", "position": {"atoms": [{"position_id": 697, "txt": "目前要微调一些专用于垂直领域的LLM，会面临若干问题：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[27]/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "头部大模型价格高昂：", "language": "chinese", "position": {"atoms": [{"position_id": 699, "txt": "头部大模型价格高昂：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[28]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "OpenAI的Davanci基本模型调用价格为0.02美元/1Ktoken，但微调后模型的使用价格变成了0.12美元/1Ktoken，翻了6倍。", "language": "chinese", "position": {"atoms": [{"position_id": 700, "txt": "OpenAI的Davanci基本模型调用价格为0.02美元/1Ktoken，但微调后模型的使用价格变成了0.12美元/1Ktoken，翻了6倍。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[28]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "而事实上，基于Lora机制（冻结大部分模型参数，仅微调调整少量参数）实现的微调新模型，他的成本不可能翻6倍之多。", "language": "chinese", "position": {"atoms": [{"position_id": 702, "txt": "而事实上，基于Lora机制（冻结大部分模型参数，仅微调调整少量参数）实现的微调新模型，他的成本不可能翻6倍之多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "我怀疑OpenAI在通过这种极其高昂的定价策略，逼迫使用者进行低阶模型的微调（在次一级模型上微调后，尽管价格仍然翻6倍，但只是上一级模型价格的60%），从而获得低阶模型微调适配的珍贵数据。", "language": "chinese", "position": {"atoms": [{"position_id": 703, "txt": "我怀疑OpenAI在通过这种极其高昂的定价策略，逼迫使用者进行低阶模型的微调（在次一级模型上微调后，尽管价格仍然翻6倍，但只是上一级模型价格的60%），从而获得低阶模型微调适配的珍贵数据。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "所以OpenAI下调微调模型价格的空间理论上是存在的。", "language": "chinese", "position": {"atoms": [{"position_id": 704, "txt": "所以OpenAI下调微调模型价格的空间理论上是存在的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[29]/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "而现在开源平替模型的出现可能冲击OpenAI的这种策略，他的微调价格可能会产生相应调整，并可能也开放自己的小模型平替。", "language": "chinese", "position": {"atoms": [{"position_id": 706, "txt": "而现在开源平替模型的出现可能冲击OpenAI的这种策略，他的微调价格可能会产生相应调整，并可能也开放自己的小模型平替。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[30]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "但这种情况其实和Google推出LLM一样，是自己在刨自己的根，非常难做出决定。", "language": "chinese", "position": {"atoms": [{"position_id": 707, "txt": "但这种情况其实和Google推出LLM一样，是自己在刨自己的根，非常难做出决定。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[30]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "另一方面，微调的任务能力有限，目前常见的微调主要为通用领域，例如更好的营销文案写作，更友好/更专业/更严肃的回答方式，针对性的文本提取，情绪分类等传统NLP任务。", "language": "chinese", "position": {"atoms": [{"position_id": 709, "txt": "另一方面，微调的任务能力有限，目前常见的微调主要为通用领域，例如更好的营销文案写作，更友好/更专业/更严肃的回答方式，针对性的文本提取，情绪分类等传统NLP任务。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[31]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "真正迫切的知识更新效果很差的，即让LLM专门记住我这批专业数据，并老实回答，这也是为什么ChatGPT到现在还是只有21年以前记忆的原因之一。", "language": "chinese", "position": {"atoms": [{"position_id": 710, "txt": "真正迫切的知识更新效果很差的，即让LLM专门记住我这批专业数据，并老实回答，这也是为什么ChatGPT到现在还是只有21年以前记忆的原因之一。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[31]/span"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "No.3 上下文中注意力失控", "language": "chinese", "position": {"atoms": [{"position_id": 712, "txt": "No.3 上下文中注意力失控", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[32]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 73, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "在这里要简单科普一下上下文和注意力是什么。", "language": "chinese", "position": {"atoms": [{"position_id": 714, "txt": "在这里要简单科普一下上下文和注意力是什么。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "大家会看到GPT的原始版本是2K左右的token上下文支持，GPT-3时代变成4K，GPT-4时代变成8K和32K。", "language": "chinese", "position": {"atoms": [{"position_id": 715, "txt": "大家会看到GPT的原始版本是2K左右的token上下文支持，GPT-3时代变成4K，GPT-4时代变成8K和32K。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "那么为什么上下文会是一个要逐步被解决的问题呢？", "language": "chinese", "position": {"atoms": [{"position_id": 717, "txt": "那么为什么上下文会是一个要逐步被解决的问题呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[34]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "因为他的本质是，当你输入一个超长上下文（包括你的指示、你的补充知识、你的示例等），LLM需要对你的上下文进行全面的理解，用到一个叫“注意力”的技术去计算每个字与字之间的关系，甚至这种关系产生在你输入的第一个字和你回答的最后一个字之间也存在。", "language": "chinese", "position": {"atoms": [{"position_id": 718, "txt": "因为他的本质是，当你输入一个超长上下文（包括你的指示、你的补充知识、你的示例等），LLM需要对你的上下文进行全面的理解，用到一个叫“注意力”的技术去计算每个字与字之间的关系，甚至这种关系产生在你输入的第一个字和你回答的最后一个字之间也存在。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[34]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "当LLM生成回答的时候，他会基于注意力权重来计算本次应该生成哪个字来形成答案。", "language": "chinese", "position": {"atoms": [{"position_id": 720, "txt": "当LLM生成回答的时候，他会基于注意力权重来计算本次应该生成哪个字来形成答案。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[35]/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "而这个注意力权重他是要对所有你输入的上下文文本进行计算的，文本越多，他的计算资源要求就越多（这也是为什么OpenAI以token计费，并且输入的文本也要钱）。", "language": "chinese", "position": {"atoms": [{"position_id": 721, "txt": "而这个注意力权重他是要对所有你输入的上下文文本进行计算的，文本越多，他的计算资源要求就越多（这也是为什么OpenAI以token计费，并且输入的文本也要钱）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[35]/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "大概了解上下文和注意力后，我们回归这个问题——那么当我计算了所有的注意力后，哪些注意力是更重要的呢？", "language": "chinese", "position": {"atoms": [{"position_id": 723, "txt": "大概了解上下文和注意力后，我们回归这个问题——那么当我计算了所有的注意力后，哪些注意力是更重要的呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[36]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "例如这篇1W字的文章，你看到这里了，你还记得我开头让你记得“点赞，转发，在看”吗？", "language": "chinese", "position": {"atoms": [{"position_id": 724, "txt": "例如这篇1W字的文章，你看到这里了，你还记得我开头让你记得“点赞，转发，在看”吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[36]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "假设你看到文章底部，你又还记得吗？", "language": "chinese", "position": {"atoms": [{"position_id": 725, "txt": "假设你看到文章底部，你又还记得吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[36]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "🤣，千万记得啊！", "language": "chinese", "position": {"atoms": [{"position_id": 726, "txt": "🤣，千万记得啊！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[36]/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "这就是所谓注意力失控，或者说根本就不给我控。", "language": "chinese", "position": {"atoms": [{"position_id": 728, "txt": "这就是所谓注意力失控，或者说根本就不给我控。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[37]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "通俗来说，如果我希望你记得某个关键信息，我会把那个字体标红、放大10倍。", "language": "chinese", "position": {"atoms": [{"position_id": 729, "txt": "通俗来说，如果我希望你记得某个关键信息，我会把那个字体标红、放大10倍。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[37]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "而在LLM的技术中，其实也有类似手段。", "language": "chinese", "position": {"atoms": [{"position_id": 731, "txt": "而在LLM的技术中，其实也有类似手段。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[38]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "在GPT-3.5 turbo API（即CHatGPT这个版本）中，他们定义了一个叫System的字段，可以看为是允许开发者自行定义最关键的注意力点。", "language": "chinese", "position": {"atoms": [{"position_id": 732, "txt": "在GPT-3.5 turbo API（即CHatGPT这个版本）中，他们定义了一个叫System的字段，可以看为是允许开发者自行定义最关键的注意力点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[38]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "但实践中，system中的内容总是被遗忘，并且仅有一个字段来承载也不够适配业务中的丰富需求。", "language": "chinese", "position": {"atoms": [{"position_id": 733, "txt": "但实践中，system中的内容总是被遗忘，并且仅有一个字段来承载也不够适配业务中的丰富需求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[38]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "所以，可控，可配，可调的自定义注意力，是一个非常关键的优化点，可能在后续版本出现。", "language": "chinese", "position": {"atoms": [{"position_id": 735, "txt": "所以，可控，可配，可调的自定义注意力，是一个非常关键的优化点，可能在后续版本出现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[39]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "No.4 安全性补足", "language": "chinese", "position": {"atoms": [{"position_id": 737, "txt": "No.4 安全性补足", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[40]/strong/span"}]}, "tags": ["strong"], "label": "title4", "web_segment_id": 81, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "我写这篇文章的时候，马斯克发起的公开信已经有1000个人联署了，大概内容就是“AI很可怕，在找到约束方法前，你们（OpenAI）不准再迭代拉！”。", "language": "chinese", "position": {"atoms": [{"position_id": 739, "txt": "我写这篇文章的时候，马斯克发起的公开信已经有1000个人联署了，大概内容就是“AI很可怕，在找到约束方法前，你们（OpenAI）不准再迭代拉！”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[41]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1/20240815124852_1823944927309336576_84236.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 172, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1/20240815124852_1823944927309336576_84236.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[42]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 83, "global_sentence_id": 77, "edu_l1_label": "EDU_O"}, {"txt": "在LLM安全方面，其实OpenAI建立了第一套标准，主要分为两个方面：", "language": "chinese", "position": {"atoms": [{"position_id": 741, "txt": "在LLM安全方面，其实OpenAI建立了第一套标准，主要分为两个方面：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[43]/span"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "幻觉，即不要回答你不知道的东西，不知为不知是智也。", "language": "chinese", "position": {"atoms": [{"position_id": 743, "txt": "幻觉，即不要回答你不知道的东西，不知为不知是智也。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[44]/span"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "有毒，不要种族歧视，不要性别歧视，不要地域歧视，不要引导做负面事情，阳光向上保持健康做个好AI等等。", "language": "chinese", "position": {"atoms": [{"position_id": 745, "txt": "有毒，不要种族歧视，不要性别歧视，不要地域歧视，不要引导做负面事情，阳光向上保持健康做个好AI等等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[45]/span"}]}, "tags": [], "label": "content", "web_segment_id": 86, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "在他们的公开论文中，GPT-4在2022年8月已就位，拖到23年3月才发布，全是为了解决上述的安全问题。", "language": "chinese", "position": {"atoms": [{"position_id": 747, "txt": "在他们的公开论文中，GPT-4在2022年8月已就位，拖到23年3月才发布，全是为了解决上述的安全问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[46]/span"}]}, "tags": [], "label": "content", "web_segment_id": 87, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "我对这个方向的看法是：", "language": "chinese", "position": {"atoms": [{"position_id": 749, "txt": "我对这个方向的看法是：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[47]/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "翻版的西方环保问题。", "language": "chinese", "position": {"atoms": [{"position_id": 750, "txt": "翻版的西方环保问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[47]/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "他是不是问题？", "language": "chinese", "position": {"atoms": [{"position_id": 752, "txt": "他是不是问题？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "是的。", "language": "chinese", "position": {"atoms": [{"position_id": 753, "txt": "是的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "为什么大家要说这个问题？", "language": "chinese", "position": {"atoms": [{"position_id": 754, "txt": "为什么大家要说这个问题？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "有真正的担忧，也有利益上的诉求。", "language": "chinese", "position": {"atoms": [{"position_id": 755, "txt": "有真正的担忧，也有利益上的诉求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": "他真的会被执行吗？", "language": "chinese", "position": {"atoms": [{"position_id": 756, "txt": "他真的会被执行吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "领先者用它敲打追随者，追随者用它声讨领先者，双方肯定会挥舞大棒打成一团(我原本以为还要再等一段时间)。", "language": "chinese", "position": {"atoms": [{"position_id": 757, "txt": "领先者用它敲打追随者，追随者用它声讨领先者，双方肯定会挥舞大棒打成一团(我原本以为还要再等一段时间)。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[48]/span"}]}, "tags": [], "label": "content", "web_segment_id": 89, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "他稍微与环保问题不一样的地方是：", "language": "chinese", "position": {"atoms": [{"position_id": 759, "txt": "他稍微与环保问题不一样的地方是：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[49]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "环保不存在技术实现问题，更多是利益的纠缠。", "language": "chinese", "position": {"atoms": [{"position_id": 760, "txt": "环保不存在技术实现问题，更多是利益的纠缠。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[49]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "而LLM的幻觉和有毒性，真的没办法完全解决，这一点的判断我完全站在杨老板这边。", "language": "chinese", "position": {"atoms": [{"position_id": 761, "txt": "而LLM的幻觉和有毒性，真的没办法完全解决，这一点的判断我完全站在杨老板这边。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[49]/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "有一个有趣的公司，Anthropic，成员来自OpenAI中脱离而出的创业者。", "language": "chinese", "position": {"atoms": [{"position_id": 763, "txt": "有一个有趣的公司，Anthropic，成员来自OpenAI中脱离而出的创业者。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "一开始被Google投资了，和OpenAI一起上线了Poe应用做对比，效果实差。", "language": "chinese", "position": {"atoms": [{"position_id": 764, "txt": "一开始被Google投资了，和OpenAI一起上线了Poe应用做对比，效果实差。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 94, "edu_l1_label": "IOS"}, {"txt": "而且他的金主Google也发力自己搞了，整个情况风雨交加。", "language": "chinese", "position": {"atoms": [{"position_id": 765, "txt": "而且他的金主Google也发力自己搞了，整个情况风雨交加。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 95, "edu_l1_label": "IOS"}, {"txt": "但是他找到了一条合适的路子，站在了LLM安全这个领域，并推出所谓的RLAIF（人类反馈约束安全变成AI反馈约束安全）。", "language": "chinese", "position": {"atoms": [{"position_id": 766, "txt": "但是他找到了一条合适的路子，站在了LLM安全这个领域，并推出所谓的RLAIF（人类反馈约束安全变成AI反馈约束安全）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[50]/span"}]}, "tags": [], "label": "content", "web_segment_id": 91, "global_sentence_id": 96, "edu_l1_label": "IOS"}, {"txt": "如果让我说，这就是时代的风口，环保问题解决不了，但是环保会撑起来一个庞大市场，并诞生如同环保少女这样的顶流。", "language": "chinese", "position": {"atoms": [{"position_id": 768, "txt": "如果让我说，这就是时代的风口，环保问题解决不了，但是环保会撑起来一个庞大市场，并诞生如同环保少女这样的顶流。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[51]/span"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "No.5 可解释", "language": "chinese", "position": {"atoms": [{"position_id": 770, "txt": "No.5 可解释", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[52]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 93, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "这是我在7大方向文章中唯一不被现实兑奖的预测。", "language": "chinese", "position": {"atoms": [{"position_id": 772, "txt": "这是我在7大方向文章中唯一不被现实兑奖的预测。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[53]/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "但我仍然认为这是一个很重要的方向，解释性在所有决策类业务上都是非常重要的。", "language": "chinese", "position": {"atoms": [{"position_id": 773, "txt": "但我仍然认为这是一个很重要的方向，解释性在所有决策类业务上都是非常重要的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[53]/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "我最近几年没在做AI，做的是搜索推荐，你可以把这个搜索推荐也看成某种意义上的AI决策（AI决定什么东西到你面前）。", "language": "chinese", "position": {"atoms": [{"position_id": 775, "txt": "我最近几年没在做AI，做的是搜索推荐，你可以把这个搜索推荐也看成某种意义上的AI决策（AI决定什么东西到你面前）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[54]/span"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "而这个领域中，越是高行动成本的，就越需要可解释性和信息背书。", "language": "chinese", "position": {"atoms": [{"position_id": 776, "txt": "而这个领域中，越是高行动成本的，就越需要可解释性和信息背书。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[54]/span"}]}, "tags": [], "label": "content", "web_segment_id": 95, "global_sentence_id": 102, "edu_l1_label": "IOS"}, {"txt": "例如推荐你看某个短视频，你的成本几乎没有，不准的代价是手指划走；", "language": "chinese", "position": {"atoms": [{"position_id": 778, "txt": "例如推荐你看某个短视频，你的成本几乎没有，不准的代价是手指划走；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[55]/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 103, "edu_l1_label": "IOS"}, {"txt": "推荐你看某个电影，你的成本是几十块+现场观影的两小时，不准则收获坏心情；", "language": "chinese", "position": {"atoms": [{"position_id": 779, "txt": "推荐你看某个电影，你的成本是几十块+现场观影的两小时，不准则收获坏心情；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[55]/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 104, "edu_l1_label": "IOS"}, {"txt": "推荐你买金融产品，你的成本是一堆钱，不准则失去这笔钱。", "language": "chinese", "position": {"atoms": [{"position_id": 780, "txt": "推荐你买金融产品，你的成本是一堆钱，不准则失去这笔钱。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[55]/span"}]}, "tags": [], "label": "content", "web_segment_id": 96, "global_sentence_id": 105, "edu_l1_label": "IOS"}, {"txt": "你会发现，越是高行动成本的事情，你越需要推荐的解释理由以及更丰富的信息背书（影评，导演，精彩片段等等）。", "language": "chinese", "position": {"atoms": [{"position_id": 782, "txt": "你会发现，越是高行动成本的事情，你越需要推荐的解释理由以及更丰富的信息背书（影评，导演，精彩片段等等）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[56]/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 106, "edu_l1_label": "IOS"}, {"txt": "LLM也是这样的，他如果要进一步发展，就一定需要更深入地介入人类生活，更进一步地去接管，辅助高行动成本的事情，在这个过程中缺乏解释性是一个超级大的问题。", "language": "chinese", "position": {"atoms": [{"position_id": 783, "txt": "LLM也是这样的，他如果要进一步发展，就一定需要更深入地介入人类生活，更进一步地去接管，辅助高行动成本的事情，在这个过程中缺乏解释性是一个超级大的问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[56]/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 107, "edu_l1_label": "IOS"}, {"txt": "从纯粹LLM技术本身，我不看好他被解决——神经网络的可解释性都是一个超级古老的大难题，更何况LLM这种集大成技术的可解释性。", "language": "chinese", "position": {"atoms": [{"position_id": 785, "txt": "从纯粹LLM技术本身，我不看好他被解决——神经网络的可解释性都是一个超级古老的大难题，更何况LLM这种集大成技术的可解释性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[57]/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 108, "edu_l1_label": "IOS"}, {"txt": "但通过Cot，产品设计，信源定位等方式总是能部分缓解的，这也可能成为未来所有LLM设计必涉及的一个范式。", "language": "chinese", "position": {"atoms": [{"position_id": 786, "txt": "但通过Cot，产品设计，信源定位等方式总是能部分缓解的，这也可能成为未来所有LLM设计必涉及的一个范式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[57]/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 109, "edu_l1_label": "IOS"}, {"txt": "No.6 本质学习", "language": "chinese", "position": {"atoms": [{"position_id": 788, "txt": "No.6 本质学习", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[58]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 99, "global_sentence_id": 110, "edu_l1_label": "IOS"}, {"txt": "这个观念来自下面这篇文章，是OpenAI技术人员分享的的LLM迭进理念", "language": "chinese", "position": {"atoms": [{"position_id": 790, "txt": "这个观念来自下面这篇文章，是OpenAI技术人员分享的的LLM迭进理念", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[59]/span"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 111, "edu_l1_label": "IOS"}, {"txt": "https://mp.weixin.qq.com/s/hQmvltuMlClBonM6UJmtLg", "language": "chinese", "position": {"atoms": [{"position_id": 792, "txt": "https://mp.weixin.qq.com/s/hQmvltuMlClBonM6UJmtLg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[59]/span/br"}]}, "tags": ["br"], "label": "content", "web_segment_id": 101, "global_sentence_id": 112, "edu_l1_label": "IOS"}, {"txt": "文章中OpenAI的人员认为LLM的正确做法是：", "language": "chinese", "position": {"atoms": [{"position_id": 794, "txt": "文章中OpenAI的人员认为LLM的正确做法是：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[60]/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 113, "edu_l1_label": "IOS"}, {"txt": "“明确 AGI 基础模型的目标（任务）并搜集尽可能多的有效数据，然后使用所有可能的无损压缩方式，从而得到对任务方法的最小描述长度。”", "language": "chinese", "position": {"atoms": [{"position_id": 795, "txt": "“明确 AGI 基础模型的目标（任务）并搜集尽可能多的有效数据，然后使用所有可能的无损压缩方式，从而得到对任务方法的最小描述长度。”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[60]/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 114, "edu_l1_label": "IOS"}, {"txt": "我的理解就是学习本质，而不是学习表层知识。", "language": "chinese", "position": {"atoms": [{"position_id": 796, "txt": "我的理解就是学习本质，而不是学习表层知识。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[60]/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 115, "edu_l1_label": "IOS"}, {"txt": "整个思路有点像我本文的分享框架，比起给你表层知识，不如给你获得、分析这个知识的思考框架，用哲学上的话来说，就是先验胜于后验。", "language": "chinese", "position": {"atoms": [{"position_id": 798, "txt": "整个思路有点像我本文的分享框架，比起给你表层知识，不如给你获得、分析这个知识的思考框架，用哲学上的话来说，就是先验胜于后验。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/span"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 116, "edu_l1_label": "IOS"}, {"txt": "例如我知道特朗普是美国总统，不如我理解总统、美国这些概念，进而再通过Bing获取信息来整合。", "language": "chinese", "position": {"atoms": [{"position_id": 799, "txt": "例如我知道特朗普是美国总统，不如我理解总统、美国这些概念，进而再通过Bing获取信息来整合。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[61]/span"}]}, "tags": [], "label": "content", "web_segment_id": 103, "global_sentence_id": 117, "edu_l1_label": "IOS"}, {"txt": "这也是我认为OpenAI放弃进一步堆叠知识，而借由外部工具（计算器，wiki，Bing）来提升能力的原因。", "language": "chinese", "position": {"atoms": [{"position_id": 801, "txt": "这也是我认为OpenAI放弃进一步堆叠知识，而借由外部工具（计算器，wiki，Bing）来提升能力的原因。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[62]/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 118, "edu_l1_label": "IOS"}, {"txt": "他并不是对现实妥协了，而是始终在坚持他心中的最优策略，就像这几年他一直坚持GPT方向一样。", "language": "chinese", "position": {"atoms": [{"position_id": 802, "txt": "他并不是对现实妥协了，而是始终在坚持他心中的最优策略，就像这几年他一直坚持GPT方向一样。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[62]/span"}]}, "tags": [], "label": "content", "web_segment_id": 104, "global_sentence_id": 119, "edu_l1_label": "IOS"}, {"txt": "但可惜的是，即使他发现了一些新知识，大概也不会发paper了。", "language": "chinese", "position": {"atoms": [{"position_id": 804, "txt": "但可惜的是，即使他发现了一些新知识，大概也不会发paper了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[63]/span"}]}, "tags": [], "label": "content", "web_segment_id": 105, "global_sentence_id": 120, "edu_l1_label": "IOS"}, {"txt": "No.7 业务安全", "language": "chinese", "position": {"atoms": [{"position_id": 806, "txt": "No.7 业务安全", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[64]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 106, "global_sentence_id": 121, "edu_l1_label": "IOS"}, {"txt": "这个部分逻辑很简单，排除成本问题，很多企业还面临数据安全问题。", "language": "chinese", "position": {"atoms": [{"position_id": 808, "txt": "这个部分逻辑很简单，排除成本问题，很多企业还面临数据安全问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[65]/span"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 122, "edu_l1_label": "IOS"}, {"txt": "并且这种安全问题可能到了云端私有化也解决不了的程度。", "language": "chinese", "position": {"atoms": [{"position_id": 809, "txt": "并且这种安全问题可能到了云端私有化也解决不了的程度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[65]/span"}]}, "tags": [], "label": "content", "web_segment_id": 107, "global_sentence_id": 123, "edu_l1_label": "IOS"}, {"txt": "因此OpenAI下一个重点一定会包括与Azure一起推进的云端私有化开放，但与此同时大量的小模型厂家（基于开源模型改一改自研的那些）也一定会迎来属于他们的机会。", "language": "chinese", "position": {"atoms": [{"position_id": 811, "txt": "因此OpenAI下一个重点一定会包括与Azure一起推进的云端私有化开放，但与此同时大量的小模型厂家（基于开源模型改一改自研的那些）也一定会迎来属于他们的机会。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[66]/span"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 124, "edu_l1_label": "IOS"}, {"txt": "这个真的很简单，我不多说什么了，只是这个事实确实还未完全发生，勉强算是预测，所以我放上来写一下。", "language": "chinese", "position": {"atoms": [{"position_id": 813, "txt": "这个真的很简单，我不多说什么了，只是这个事实确实还未完全发生，勉强算是预测，所以我放上来写一下。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[67]/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 125, "edu_l1_label": "IOS"}, {"txt": "No.8 降低门槛", "language": "chinese", "position": {"atoms": [{"position_id": 815, "txt": "No.8 降低门槛", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[68]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 110, "global_sentence_id": 126, "edu_l1_label": "IOS"}, {"txt": "门槛的一部分来自成本，在第一个章节已经讲过了", "language": "chinese", "position": {"atoms": [{"position_id": 817, "txt": "门槛的一部分来自成本，在第一个章节已经讲过了", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[69]/span"}]}, "tags": [], "label": "content", "web_segment_id": 111, "global_sentence_id": 127, "edu_l1_label": "IOS"}, {"txt": "门槛的第二部分来自各种开发框架，例如langchain或者Colossal-AI，支持开发者更便捷的实现应用", "language": "chinese", "position": {"atoms": [{"position_id": 819, "txt": "门槛的第二部分来自各种开发框架，例如langchain或者", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[70]/span"}, {"position_id": 821, "txt": "Colossal-AI，支持开发者更便捷的实现应用", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[70]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 112, "global_sentence_id": 128, "edu_l1_label": "IOS"}, {"txt": "门槛的第三部分我不太确定，有点怀疑是低代码+AI绘画+开发框架串起来的APP工作流。", "language": "chinese", "position": {"atoms": [{"position_id": 823, "txt": "门槛的第三部分我不太确定，有点怀疑是低代码+AI绘画+开发框架串起来的APP工作流。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[71]/span"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 129, "edu_l1_label": "IOS"}, {"txt": "即未来每个人都能极低成本实现自己的APP。", "language": "chinese", "position": {"atoms": [{"position_id": 824, "txt": "即未来每个人都能极低成本实现自己的APP。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[71]/span"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 130, "edu_l1_label": "IOS"}, {"txt": "这部分OpenAI有可能会亲自下场，特别是门槛三种人人都是产品经理，人人都能构建自己APP的这个事情，具有非常大的意义。", "language": "chinese", "position": {"atoms": [{"position_id": 826, "txt": "这部分OpenAI有可能会亲自下场，特别是门槛三种人人都是产品经理，人人都能构建自己APP的这个事情，具有非常大的意义。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[72]/span"}]}, "tags": [], "label": "content", "web_segment_id": 114, "global_sentence_id": 131, "edu_l1_label": "IOS"}, {"txt": "开拓增量", "language": "chinese", "position": {"atoms": [{"position_id": 828, "txt": "开拓增量", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[73]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 115, "global_sentence_id": 132, "edu_l1_label": "BOS"}, {"txt": "No.1 理解（多模态）", "language": "chinese", "position": {"atoms": [{"position_id": 830, "txt": "No.1 理解（多模态）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[74]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 116, "global_sentence_id": 133, "edu_l1_label": "IOS"}, {"txt": "在微软的KOSMOS-1论文中（即我发现多模态未来的那篇），他举的例子可不止图像理解，还在旁边放了音频、视频，这也是大家目前很容易预见的。", "language": "chinese", "position": {"atoms": [{"position_id": 832, "txt": "在微软的KOSMOS-1论文中（即我发现多模态未来的那篇），他举的例子可不止图像理解，还在旁边放了音频、视频，这也是大家目前很容易预见的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[75]/span"}]}, "tags": [], "label": "content", "web_segment_id": 117, "global_sentence_id": 134, "edu_l1_label": "IOS"}, {"txt": "但我再补充另一部分细小的信源：", "language": "chinese", "position": {"atoms": [{"position_id": 834, "txt": "但我再补充另一部分细小的信源：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[76]/span"}]}, "tags": [], "label": "content", "web_segment_id": 118, "global_sentence_id": 135, "edu_l1_label": "IOS"}, {"txt": "陀螺仪，触碰（屏幕），温度，红外线，光照，湿度等等。", "language": "chinese", "position": {"atoms": [{"position_id": 835, "txt": "陀螺仪，触碰（屏幕），温度，红外线，光照，湿度等等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[76]/span"}]}, "tags": [], "label": "content", "web_segment_id": 118, "global_sentence_id": 136, "edu_l1_label": "IOS"}, {"txt": "这些概念其实和图像、音频、视频不太一样，他们本身不具备丰富的人类信息，并且通常以清晰明了的数据格式存在（例如温度=17°C）。", "language": "chinese", "position": {"atoms": [{"position_id": 837, "txt": "这些概念其实和图像、音频、视频不太一样，他们本身不具备丰富的人类信息，并且通常以清晰明了的数据格式存在（例如温度=17°C）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[77]/span"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 137, "edu_l1_label": "IOS"}, {"txt": "在LLM落地到手机这类新的终端后，他将远不止获取到图像、音频、视频这样的信息，还包括N多人类传统用于刻画客观环境的量化信息。", "language": "chinese", "position": {"atoms": [{"position_id": 838, "txt": "在LLM落地到手机这类新的终端后，他将远不止获取到图像、音频、视频这样的信息，还包括N多人类传统用于刻画客观环境的量化信息。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[77]/span"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 138, "edu_l1_label": "IOS"}, {"txt": "我反而很期待针对这些细小信源的应用，因为他们的信息结构很简单，基本都是代码常见格式，是现有能力能够快速兼容的，比起音频、视频要做的语义融入简单太多。", "language": "chinese", "position": {"atoms": [{"position_id": 840, "txt": "我反而很期待针对这些细小信源的应用，因为他们的信息结构很简单，基本都是代码常见格式，是现有能力能够快速兼容的，比起音频、视频要做的语义融入简单太多。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[78]/span"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 139, "edu_l1_label": "IOS"}, {"txt": "另外有一个超级遥远的未来（我觉得很遥远…", "language": "chinese", "position": {"atoms": [{"position_id": 842, "txt": "另外有一个超级遥远的未来（我觉得很遥远…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[79]/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 140, "edu_l1_label": "IOS"}, {"txt": "说不定过几天又开发布会了），目前自动驾驶侧某种意义上是对真实世界的建模，那么如果真实3D世界能够被LLM理解，那么整个世界会向LLM进一步揭开了面纱。", "language": "chinese", "position": {"atoms": [{"position_id": 843, "txt": "说不定过几天又开发布会了），目前自动驾驶侧某种意义上是对真实世界的建模，那么如果真实3D世界能够被LLM理解，那么整个世界会向LLM进一步揭开了面纱。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[79]/span"}]}, "tags": [], "label": "content", "web_segment_id": 121, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "No.2 干预", "language": "chinese", "position": {"atoms": [{"position_id": 845, "txt": "No.2 干预", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[80]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 122, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "理解的下一步是行动。", "language": "chinese", "position": {"atoms": [{"position_id": 847, "txt": "理解的下一步是行动。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[81]/span"}]}, "tags": [], "label": "content", "web_segment_id": 123, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "首先，ChatGPT插件某种程度上就是一种干预行动，只是受限于安全风险，OpenAI做了控制，将所有步骤停留在产生影响的前一步（订机票，最后订那一步你自己做）。", "language": "chinese", "position": {"atoms": [{"position_id": 849, "txt": "首先，ChatGPT插件某种程度上就是一种干预行动，只是受限于安全风险，OpenAI做了控制，将所有步骤停留在产生影响的前一步（订机票，最后订那一步你自己做）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[82]/span"}]}, "tags": [], "label": "content", "web_segment_id": 124, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "其次，今日消息（28号），OpenAI投资了挪威机器人公司1X；", "language": "chinese", "position": {"atoms": [{"position_id": 851, "txt": "其次，今日消息（28号），OpenAI投资了挪威机器人公司1X；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[83]/span"}]}, "tags": [], "label": "content", "web_segment_id": 125, "global_sentence_id": 145, "edu_l1_label": "IOS"}, {"txt": "并且之前他在机械手臂方面也是有相关技术积累的（Dactyl系列）。", "language": "chinese", "position": {"atoms": [{"position_id": 852, "txt": "并且之前他在机械手臂方面也是有相关技术积累的（Dactyl系列）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[83]/span"}]}, "tags": [], "label": "content", "web_segment_id": 125, "global_sentence_id": 146, "edu_l1_label": "IOS"}, {"txt": "但LLM的行动要解决和他现在的安全性问题是存在极大冲突的。", "language": "chinese", "position": {"atoms": [{"position_id": 854, "txt": "但LLM的行动要解决和他现在的安全性问题是存在极大冲突的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[84]/span"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 147, "edu_l1_label": "IOS"}, {"txt": "在前面可解释性部分提过，AI仅仅辅助我们决策，我们都有那么高的要求，更何况他现在要直接干预世界？", "language": "chinese", "position": {"atoms": [{"position_id": 855, "txt": "在前面可解释性部分提过，AI仅仅辅助我们决策，我们都有那么高的要求，更何况他现在要直接干预世界？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[84]/span"}]}, "tags": [], "label": "content", "web_segment_id": 126, "global_sentence_id": 148, "edu_l1_label": "IOS"}, {"txt": "这个部分，我在短期内是不抱期待的，我认为技术上的安全的问题很难解决。", "language": "chinese", "position": {"atoms": [{"position_id": 857, "txt": "这个部分，我在短期内是不抱期待的，我认为技术上的安全的问题很难解决。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[85]/span"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 149, "edu_l1_label": "IOS"}, {"txt": "毕竟谁也不想被剃头机器人真的把头剃掉吧。", "language": "chinese", "position": {"atoms": [{"position_id": 858, "txt": "毕竟谁也不想被剃头机器人真的把头剃掉吧。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[85]/span"}]}, "tags": [], "label": "content", "web_segment_id": 127, "global_sentence_id": 150, "edu_l1_label": "IOS"}, {"txt": "No.3 多端融合", "language": "chinese", "position": {"atoms": [{"position_id": 860, "txt": "No.3 多端融合", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[86]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 128, "global_sentence_id": 151, "edu_l1_label": "IOS"}, {"txt": "微软目前的所有尝试，都是在围绕PC落地：", "language": "chinese", "position": {"atoms": [{"position_id": 862, "txt": "微软目前的所有尝试，都是在围绕PC落地：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[87]/span"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "bing，office全家桶，GitHub。", "language": "chinese", "position": {"atoms": [{"position_id": 863, "txt": "bing，office全家桶，GitHub。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[87]/span"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "所以在这个烽火连三月，爆发出的杀手级产品基本上是生产力方向的应用。", "language": "chinese", "position": {"atoms": [{"position_id": 864, "txt": "所以在这个烽火连三月，爆发出的杀手级产品基本上是生产力方向的应用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[87]/span"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "剩余的终端如手机，VR，耳机，音箱等等，其实还处在缓慢的适应期。", "language": "chinese", "position": {"atoms": [{"position_id": 866, "txt": "剩余的终端如手机，VR，耳机，音箱等等，其实还处在缓慢的适应期。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[88]/span"}]}, "tags": [], "label": "content", "web_segment_id": 130, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "一个原因是头部终端厂家没完全放弃，想自己搞搞看看能不能突破，另一方面是他们可能获得信息时间较晚，微软的整个动手准备可能从去年8月就开始尝试了，而大部分终端厂家可能等到11月30日ChatGPT发布才反应过来。", "language": "chinese", "position": {"atoms": [{"position_id": 868, "txt": "一个原因是头部终端厂家没完全放弃，想自己搞搞看看能不能突破，另一方面是他们可能获得信息时间较晚，微软的整个动手准备可能从去年8月就开始尝试了，而大部分终端厂家可能等到11月30日ChatGPT发布才反应过来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[89]/span"}]}, "tags": [], "label": "content", "web_segment_id": 131, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "这个趋势，大家也形成共识了，我不谈他的逻辑了，重点说说这个方向要注意的地方：", "language": "chinese", "position": {"atoms": [{"position_id": 870, "txt": "这个趋势，大家也形成共识了，我不谈他的逻辑了，重点说说这个方向要注意的地方：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[90]/span"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "1. 要去看更多的信息输入，例如我前面讲到的，PC所不具备的陀螺仪，温湿度，触碰等等", "language": "chinese", "position": {"atoms": [{"position_id": 872, "txt": "1. 要去看更多的信息输入，例如我前面讲到的，PC所不具备的陀螺仪，温湿度，触碰等等", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[91]/span"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": "2. 要去看设备特性的差异，例如手机的LBS和PC的LBS本质上是两个东西，手机上的图像输入和PC的图像输入也是两个东西。", "language": "chinese", "position": {"atoms": [{"position_id": 874, "txt": "2. 要去看设备特性的差异，例如手机的LBS和PC的LBS本质上是两个东西，手机上的图像输入和PC的图像输入也是两个东西。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[91]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 134, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "手机更具备时空跟随属性，和固定的PC不相同，不能简单用PC侧的认知去看待新的设备端口。", "language": "chinese", "position": {"atoms": [{"position_id": 875, "txt": "手机更具备时空跟随属性，和固定的PC不相同，不能简单用PC侧的认知去看待新的设备端口。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[91]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 134, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "3. 去看低成本的终端方案，单机跑的小模型（效果差），能不能在终端跑通垂类应用？", "language": "chinese", "position": {"atoms": [{"position_id": 877, "txt": "3. 去看低成本的终端方案，单机跑的小模型（效果差），能不能在终端跑通垂类应用？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[91]/span/br[2]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 135, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "4. 要去看全新的交互范式，CUI+GUI的最终答案是什么，不要被目前的对话框限制住，要知道当初移动时代开端的时候，每个APP都长得和PC端一模一样。", "language": "chinese", "position": {"atoms": [{"position_id": 879, "txt": "4. 要去看全新的交互范式，CUI+GUI的最终答案是什么，不要被目前的对话框限制住，要知道当初移动时代开端的时候，每个APP都长得和PC端一模一样。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[91]/span/br[3]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 136, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "No.4 被绑住翅膀的插件", "language": "chinese", "position": {"atoms": [{"position_id": 881, "txt": "No.4 被绑住翅膀的插件", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[92]/strong/span"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 137, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "ChatGPT插件发布后，我没有写文章，因为没有想象中那么惊喜。", "language": "chinese", "position": {"atoms": [{"position_id": 883, "txt": "ChatGPT插件发布后，我没有写文章，因为没有想象中那么惊喜。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[93]/span"}]}, "tags": [], "label": "content", "web_segment_id": 138, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "从目前来看，他更接近Alexa Echo的 Skill Store而不是苹果的Apple Store。", "language": "chinese", "position": {"atoms": [{"position_id": 885, "txt": "从目前来看，他更接近Alexa Echo的 Skill Store而不是苹果的Apple Store。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[94]/span"}]}, "tags": [], "label": "content", "web_segment_id": 139, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "这两者的区别在于，苹果本身的特性（移动，陀螺仪，触碰，实时LBS等）给众多基于他的APP提供了广阔的创造性，而Skill Store提供的特性有限，并且因为输入输出单一（语音），产生了非常大的限制（所以后面又加了屏幕）。", "language": "chinese", "position": {"atoms": [{"position_id": 887, "txt": "这两者的区别在于，苹果本身的特性（移动，陀螺仪，触碰，实时LBS等）给众多基于他的APP提供了广阔的创造性，而Skill Store提供的特性有限，并且因为输入输出单一（语音），产生了非常大的限制（所以后面又加了屏幕）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[95]/span"}]}, "tags": [], "label": "content", "web_segment_id": 140, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "要更进一步发展，一方面GPT-4的图像模态需要开放，另一方面ChatGPT要落到更多的应用端，从端上获得更丰富的信息输入，并掌握更多的输出手段。", "language": "chinese", "position": {"atoms": [{"position_id": 889, "txt": "要更进一步发展，一方面GPT-4的图像模态需要开放，另一方面ChatGPT要落到更多的应用端，从端上获得更丰富的信息输入，并掌握更多的输出手段。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[96]/span"}]}, "tags": [], "label": "content", "web_segment_id": 141, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "插件市场一定要用这种思维去看，LLM是核心能力，但这个核心能力也受限于端的输入（信息获取）和输出（交互手段），所以关键不是现在插件能做什么，而是未来插件能做什么。", "language": "chinese", "position": {"atoms": [{"position_id": 891, "txt": "插件市场一定要用这种思维去看，LLM是核心能力，但这个核心能力也受限于端的输入（信息获取）和输出（交互手段），所以关键不是现在插件能做什么，而是未来插件能做什么。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[97]/span"}]}, "tags": [], "label": "content", "web_segment_id": 142, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "哪些落地方向更有前景", "language": "chinese", "position": {"atoms": [{"position_id": 893, "txt": "哪些落地方向更有前景", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[98]/strong/span"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 143, "global_sentence_id": 169, "edu_l1_label": "BOS"}, {"txt": "在我的另一个文档《AIGC开源分析库》中，我针对69个方向进行了落地分析，其中33个与LLM有关。", "language": "chinese", "position": {"atoms": [{"position_id": 895, "txt": "在我的另一个文档《AIGC开源分析库》中，我针对69个方向进行了落地分析，其中33个与LLM有关。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[99]/span"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 170, "edu_l1_label": "IOS"}, {"txt": "文档链接在这里：", "language": "chinese", "position": {"atoms": [{"position_id": 897, "txt": "文档链接在这里：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[99]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 145, "global_sentence_id": 171, "edu_l1_label": "IOS"}, {"txt": "https://docs.qq.com/sheet/DRE5jalZKeVZzQlFj?tab=BB08J2", "language": "chinese", "position": {"atoms": [{"position_id": 898, "txt": "https://docs.qq.com/sheet/DRE5jalZKeVZzQlFj?tab=BB08J2", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[99]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 145, "global_sentence_id": 172, "edu_l1_label": "IOS"}, {"txt": "思考框架", "language": "chinese", "position": {"atoms": [{"position_id": 900, "txt": "思考框架", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[100]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 146, "global_sentence_id": 173, "edu_l1_label": "IOS"}, {"txt": "这次是我自己问自己：", "language": "chinese", "position": {"atoms": [{"position_id": 902, "txt": "这次是我自己问自己：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[101]/span"}]}, "tags": [], "label": "content", "web_segment_id": 147, "global_sentence_id": 174, "edu_l1_label": "IOS"}, {"txt": "“你分析的依据是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 903, "txt": "“你分析的依据是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[101]/span"}]}, "tags": [], "label": "content", "web_segment_id": 147, "global_sentence_id": 175, "edu_l1_label": "IOS"}, {"txt": "你为什么认为这个好，那个差？”", "language": "chinese", "position": {"atoms": [{"position_id": 904, "txt": "你为什么认为这个好，那个差？”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[101]/span"}]}, "tags": [], "label": "content", "web_segment_id": 147, "global_sentence_id": 176, "edu_l1_label": "IOS"}, {"txt": "，下面与你分享我的框架：", "language": "chinese", "position": {"atoms": [{"position_id": 905, "txt": "，下面与你分享我的框架：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[101]/span"}]}, "tags": [], "label": "content", "web_segment_id": 147, "global_sentence_id": 177, "edu_l1_label": "IOS"}, {"txt": "1. 这次技术与以往的根本性差异是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 907, "txt": "1. 这次技术与以往的根本性差异是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[102]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 148, "global_sentence_id": 178, "edu_l1_label": "IOS"}, {"txt": "就像插件部分对音箱、手机、PC的分析一样，我们先看清楚技术带来的本质的变化", "language": "chinese", "position": {"atoms": [{"position_id": 909, "txt": "就像插件部分对音箱、手机、PC的分析一样，我们先看清楚技术带来的本质的变化", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[103]/span"}]}, "tags": [], "label": "content", "web_segment_id": 149, "global_sentence_id": 179, "edu_l1_label": "IOS"}, {"txt": "第一，更成熟的CUI，可以让LLM帮你做任何事情，基本如臂指使（做不做得到，做不做的对两说）。", "language": "chinese", "position": {"atoms": [{"position_id": 911, "txt": "第一，更成熟的CUI，可以让LLM帮你做任何事情，基本如臂指使（做不做得到，做不做的对两说）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[104]/span"}]}, "tags": [], "label": "content", "web_segment_id": 150, "global_sentence_id": 180, "edu_l1_label": "IOS"}, {"txt": "第二，强大的理解能力，不仅限于文字，同时包括图像、音频、视频、3D", "language": "chinese", "position": {"atoms": [{"position_id": 913, "txt": "第二，强大的理解能力，不仅限于文字，同时包括图像、音频、视频、3D", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[104]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 151, "global_sentence_id": 181, "edu_l1_label": "IOS"}, {"txt": "第三，强大的生成能力，不仅限于内容生成，也包括代码（应用），数据（标注数据）", "language": "chinese", "position": {"atoms": [{"position_id": 915, "txt": "第三，强大的生成能力，不仅限于内容生成，也包括代码（应用），数据（标注数据）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[104]/span/br[2]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 152, "global_sentence_id": 182, "edu_l1_label": "IOS"}, {"txt": "第四，一定的推理能力，能够进行基本逻辑的推理，例如先干什么在干什么最后干什么，能够帮助你把一些事情串起来（我说的不是做数学题哈哈，不是那种推理）。", "language": "chinese", "position": {"atoms": [{"position_id": 917, "txt": "第四，一定的推理能力，能够进行基本逻辑的推理，例如先干什么在干什么最后干什么，能够帮助你把一些事情串起来（我说的不是做数学题哈哈，不是那种推理）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[104]/span/br[3]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 153, "global_sentence_id": 183, "edu_l1_label": "IOS"}, {"txt": "第五，人机信任，人类以往对AI都是恶意接触，即我不相信你是个人，并且会做各种极端测试，那么新技术带来的信任（或者说局部信任）将是一个本质变化。", "language": "chinese", "position": {"atoms": [{"position_id": 919, "txt": "第五，人机信任，人类以往对AI都是恶意接触，即我不相信你是个人，并且会做各种极端测试，那么新技术带来的信任（或者说局部信任）将是一个本质变化。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[104]/span/br[4]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 154, "global_sentence_id": 184, "edu_l1_label": "IOS"}, {"txt": "2. 你正在看的这个方向是存量还是增量？", "language": "chinese", "position": {"atoms": [{"position_id": 921, "txt": "2. 你正在看的这个方向是存量还是增量？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[105]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 155, "global_sentence_id": 185, "edu_l1_label": "IOS"}, {"txt": "存量市场指这个市场以前就存在，例如客服，教育，游戏，通常来说存量市场的壁垒在于资深的业务逻辑，同时已经拥有非常多的资深玩家。", "language": "chinese", "position": {"atoms": [{"position_id": 923, "txt": "存量市场指这个市场以前就存在，例如客服，教育，游戏，通常来说存量市场的壁垒在于资深的业务逻辑，同时已经拥有非常多的资深玩家。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[106]/span"}]}, "tags": [], "label": "content", "web_segment_id": 156, "global_sentence_id": 186, "edu_l1_label": "IOS"}, {"txt": "当新技术到来时，旧玩家会纷纷拥抱，进入新一轮内卷，直到卷完后再次形成动态平衡。", "language": "chinese", "position": {"atoms": [{"position_id": 924, "txt": "当新技术到来时，旧玩家会纷纷拥抱，进入新一轮内卷，直到卷完后再次形成动态平衡。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[106]/span"}]}, "tags": [], "label": "content", "web_segment_id": 156, "global_sentence_id": 187, "edu_l1_label": "IOS"}, {"txt": "在存量市场中，新玩家纯靠LLM技术几乎难以突破（特别是这种技术某种意义上非常平等，应用门槛很低）。", "language": "chinese", "position": {"atoms": [{"position_id": 926, "txt": "在存量市场中，新玩家纯靠LLM技术几乎难以突破（特别是这种技术某种意义上非常平等，应用门槛很低）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[107]/span"}]}, "tags": [], "label": "content", "web_segment_id": 157, "global_sentence_id": 188, "edu_l1_label": "IOS"}, {"txt": "同时存量市场本身服务于某些市场需求，这些市场需求是否会因为新技术带来的体验提升，进一步扩大便捷，推动增量产生也是不一定的（要分行业去看，甚至要分具体应用去看）。", "language": "chinese", "position": {"atoms": [{"position_id": 928, "txt": "同时存量市场本身服务于某些市场需求，这些市场需求是否会因为新技术带来的体验提升，进一步扩大便捷，推动增量产生也是不一定的（要分行业去看，甚至要分具体应用去看）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[108]/span"}]}, "tags": [], "label": "content", "web_segment_id": 158, "global_sentence_id": 189, "edu_l1_label": "IOS"}, {"txt": "增量市场指这个市场以前或许存在，但相关技术不达标，所以整个市场一片蓝海，没有强有力的老玩家，大家众生平等各凭本事。", "language": "chinese", "position": {"atoms": [{"position_id": 930, "txt": "增量市场指这个市场以前或许存在，但相关技术不达标，所以整个市场一片蓝海，没有强有力的老玩家，大家众生平等各凭本事。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[109]/span"}]}, "tags": [], "label": "content", "web_segment_id": 159, "global_sentence_id": 190, "edu_l1_label": "IOS"}, {"txt": "请注意，不是说增量一定就比存量好，存量才是当前世界的绝大多数，并且AI对每个存量市场的破坏式更新和增量带动也都不一样。", "language": "chinese", "position": {"atoms": [{"position_id": 932, "txt": "请注意，不是说增量一定就比存量好，存量才是当前世界的绝大多数，并且AI对每个存量市场的破坏式更新和增量带动也都不一样。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[110]/span"}]}, "tags": [], "label": "content", "web_segment_id": 160, "global_sentence_id": 191, "edu_l1_label": "IOS"}, {"txt": "3. 你正在看的这个方向会被巨头颠覆吗？", "language": "chinese", "position": {"atoms": [{"position_id": 934, "txt": "3. 你正在看的这个方向会被巨头颠覆吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[111]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 161, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "第一，这个方向在不在巨头们的主赛道上，这个大家懂的都懂", "language": "chinese", "position": {"atoms": [{"position_id": 936, "txt": "第一，这个方向在不在巨头们的主赛道上，这个大家懂的都懂", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[112]/span"}]}, "tags": [], "label": "content", "web_segment_id": 162, "global_sentence_id": 193, "edu_l1_label": "IOS"}, {"txt": "第二，观察OpenAI的未来发展方向，至少目前小模型，开发框架，整合工作流等都需要警惕OpenAI下场", "language": "chinese", "position": {"atoms": [{"position_id": 938, "txt": "第二，观察OpenAI的未来发展方向，至少目前小模型，开发框架，整合工作流等都需要警惕OpenAI下场", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[112]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 163, "global_sentence_id": 194, "edu_l1_label": "IOS"}, {"txt": "最后，我分享一个可怕的猜测：", "language": "chinese", "position": {"atoms": [{"position_id": 940, "txt": "最后，我分享一个可怕的猜测：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[113]/span"}]}, "tags": [], "label": "content", "web_segment_id": 164, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": "GPT-X的迭代节奏是什么？", "language": "chinese", "position": {"atoms": [{"position_id": 941, "txt": "GPT-X的迭代节奏是什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[113]/span"}]}, "tags": [], "label": "content", "web_segment_id": 164, "global_sentence_id": 196, "edu_l1_label": "IOS"}, {"txt": "A阶段，我提供一个1.0模型，给2B客户或2C用户使用，我需要从中收集的是“在当前1.0版本能力范围内”，你们做了怎样的微调，怎样的Prompt来令LLM达成你们想要的业务效果。", "language": "chinese", "position": {"atoms": [{"position_id": 943, "txt": "A阶段，我提供一个1.0模型，给2B客户或2C用户使用，我需要从中收集的是“在当前1.0版本能力范围内”，你们做了怎样的微调，怎样的Prompt来令LLM达成你们想要的业务效果。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[114]/span"}]}, "tags": [], "label": "content", "web_segment_id": 165, "global_sentence_id": 197, "edu_l1_label": "IOS"}, {"txt": "B阶段，使用收集到的Prompt或微调数据进行人工校正，标注，形成SFT监督数据集，重新走RLHF模式，获得2.0模型", "language": "chinese", "position": {"atoms": [{"position_id": 945, "txt": "B阶段，使用收集到的Prompt或微调数据进行人工校正，标注，形成SFT监督数据集，重新走RLHF模式，获得2.0模型", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[115]/span"}]}, "tags": [], "label": "content", "web_segment_id": 166, "global_sentence_id": 198, "edu_l1_label": "IOS"}, {"txt": "C阶段，开放2.0模型，干翻一堆旧的延伸应用——以前需要额外优化的场景，现在通用的LLM能力已经能够支持了。", "language": "chinese", "position": {"atoms": [{"position_id": 947, "txt": "C阶段，开放2.0模型，干翻一堆旧的延伸应用——以前需要额外优化的场景，现在通用的LLM能力已经能够支持了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[116]/span"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 199, "edu_l1_label": "IOS"}, {"txt": "然后基于2.0版本，再次收集“在2.0版本能力范围内”，你们做了怎样的微调，怎样的Prompt来令LLM达成你想要的业务效果", "language": "chinese", "position": {"atoms": [{"position_id": 948, "txt": "然后基于2.0版本，再次收集“在2.0版本能力范围内”，你们做了怎样的微调，怎样的Prompt来令LLM达成你想要的业务效果", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[116]/span"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 200, "edu_l1_label": "IOS"}, {"txt": "…", "language": "chinese", "position": {"atoms": [{"position_id": 950, "txt": "…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[117]/span"}]}, "tags": [], "label": "content", "web_segment_id": 168, "global_sentence_id": 201, "edu_l1_label": "IOS"}, {"txt": "将以上过程无限循环", "language": "chinese", "position": {"atoms": [{"position_id": 951, "txt": "将以上过程无限循环", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[117]/span"}]}, "tags": [], "label": "content", "web_segment_id": 168, "global_sentence_id": 202, "edu_l1_label": "IOS"}, {"txt": "这个猜测你可以结合回顾我前面的“本质学习”章节，和OpenAI的理念是相符的。", "language": "chinese", "position": {"atoms": [{"position_id": 953, "txt": "这个猜测你可以结合回顾我前面的“本质学习”章节，和OpenAI的理念是相符的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[118]/span"}]}, "tags": [], "label": "content", "web_segment_id": 169, "global_sentence_id": 203, "edu_l1_label": "IOS"}, {"txt": "他们从始至终，要做到的事情，就不是锻炼LLM对于表层知识的理解（例如特朗普是谁），而是要锻炼LLM的思考框架。", "language": "chinese", "position": {"atoms": [{"position_id": 954, "txt": "他们从始至终，要做到的事情，就不是锻炼LLM对于表层知识的理解（例如特朗普是谁），而是要锻炼LLM的思考框架。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[118]/span"}]}, "tags": [], "label": "content", "web_segment_id": 169, "global_sentence_id": 204, "edu_l1_label": "IOS"}, {"txt": "而Prompt指令中凝练了人类对任务的表达和要求，是这个阶段中最有价值的数据。", "language": "chinese", "position": {"atoms": [{"position_id": 955, "txt": "而Prompt指令中凝练了人类对任务的表达和要求，是这个阶段中最有价值的数据。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[118]/span"}]}, "tags": [], "label": "content", "web_segment_id": 169, "global_sentence_id": 205, "edu_l1_label": "IOS"}, {"txt": "当我们还在感叹中文世界的语料数据（例如paper、文章）等不如英文世界时，OpenAI眼中的高质量数据可能已经从事实数据变为指令数据了。", "language": "chinese", "position": {"atoms": [{"position_id": 957, "txt": "当我们还在感叹中文世界的语料数据（例如paper、文章）等不如英文世界时，OpenAI眼中的高质量数据可能已经从事实数据变为指令数据了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[119]/span"}]}, "tags": [], "label": "content", "web_segment_id": 170, "global_sentence_id": 206, "edu_l1_label": "IOS"}, {"txt": "4. 他的技术前置成立吗？", "language": "chinese", "position": {"atoms": [{"position_id": 959, "txt": "4. 他的技术前置成立吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[120]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 171, "global_sentence_id": 207, "edu_l1_label": "IOS"}, {"txt": "他的商业潜力有足够空间吗？", "language": "chinese", "position": {"atoms": [{"position_id": 960, "txt": "他的商业潜力有足够空间吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[120]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 171, "global_sentence_id": 208, "edu_l1_label": "IOS"}, {"txt": "这部分我没啥好说的，纯看你的技术理解和商业判断…", "language": "chinese", "position": {"atoms": [{"position_id": 962, "txt": "这部分我没啥好说的，纯看你的技术理解和商业判断…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[121]/span"}]}, "tags": [], "label": "content", "web_segment_id": 172, "global_sentence_id": 209, "edu_l1_label": "IOS"}, {"txt": "这不是在一篇小文章里能说明白说完的事情。", "language": "chinese", "position": {"atoms": [{"position_id": 963, "txt": "这不是在一篇小文章里能说明白说完的事情。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[121]/span"}]}, "tags": [], "label": "content", "web_segment_id": 172, "global_sentence_id": 210, "edu_l1_label": "IOS"}, {"txt": "表层知识", "language": "chinese", "position": {"atoms": [{"position_id": 965, "txt": "表层知识", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[122]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 173, "global_sentence_id": 211, "edu_l1_label": "IOS"}, {"txt": "No.1 情感方向", "language": "chinese", "position": {"atoms": [{"position_id": 967, "txt": "No.1 情感方向", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[123]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 174, "global_sentence_id": 212, "edu_l1_label": "IOS"}, {"txt": "情感方向是我目前看到唯一一个纯粹的增量市场，在过去技术的限制使这个方向的发展十分微弱。", "language": "chinese", "position": {"atoms": [{"position_id": 969, "txt": "情感方向是我目前看到唯一一个纯粹的增量市场，在过去技术的限制使这个方向的发展十分微弱。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[124]/span"}]}, "tags": [], "label": "content", "web_segment_id": 175, "global_sentence_id": 213, "edu_l1_label": "IOS"}, {"txt": "在LLM出现后，他的技术前提已经使得这个市场成为可能。", "language": "chinese", "position": {"atoms": [{"position_id": 970, "txt": "在LLM出现后，他的技术前提已经使得这个市场成为可能。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[124]/span"}]}, "tags": [], "label": "content", "web_segment_id": 175, "global_sentence_id": 214, "edu_l1_label": "IOS"}, {"txt": "但是情感方向存在三个问题：", "language": "chinese", "position": {"atoms": [{"position_id": 972, "txt": "但是情感方向存在三个问题：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[125]/span"}]}, "tags": [], "label": "content", "web_segment_id": 176, "global_sentence_id": 215, "edu_l1_label": "IOS"}, {"txt": "第一，留存问题。", "language": "chinese", "position": {"atoms": [{"position_id": 974, "txt": "第一，留存问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[126]/span"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 216, "edu_l1_label": "IOS"}, {"txt": "近乎所有这类型的应用都会发现，长期留存的用户少之又少，短期兴奋尝试占据了大部分比例。", "language": "chinese", "position": {"atoms": [{"position_id": 975, "txt": "近乎所有这类型的应用都会发现，长期留存的用户少之又少，短期兴奋尝试占据了大部分比例。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[126]/span"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 217, "edu_l1_label": "IOS"}, {"txt": "这个问题要解决全看对用户的需求捕捉灵敏度，只能通过核心故事，功能设计，玩法设计来解决。", "language": "chinese", "position": {"atoms": [{"position_id": 976, "txt": "这个问题要解决全看对用户的需求捕捉灵敏度，只能通过核心故事，功能设计，玩法设计来解决。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[126]/span"}]}, "tags": [], "label": "content", "web_segment_id": 177, "global_sentence_id": 218, "edu_l1_label": "IOS"}, {"txt": "第二，信任问题。", "language": "chinese", "position": {"atoms": [{"position_id": 978, "txt": "第二，信任问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[127]/span"}]}, "tags": [], "label": "content", "web_segment_id": 178, "global_sentence_id": 219, "edu_l1_label": "IOS"}, {"txt": "在近期，人类的观念仍未改变，对初次接触的AI充满恶意。", "language": "chinese", "position": {"atoms": [{"position_id": 979, "txt": "在近期，人类的观念仍未改变，对初次接触的AI充满恶意。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[127]/span"}]}, "tags": [], "label": "content", "web_segment_id": 178, "global_sentence_id": 220, "edu_l1_label": "IOS"}, {"txt": "在恶意前置的情况下，用户会格外挑剔。", "language": "chinese", "position": {"atoms": [{"position_id": 980, "txt": "在恶意前置的情况下，用户会格外挑剔。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[127]/span"}]}, "tags": [], "label": "content", "web_segment_id": 178, "global_sentence_id": 221, "edu_l1_label": "IOS"}, {"txt": "这个问题也不好解决，只能等待新技术带来的思潮转变。", "language": "chinese", "position": {"atoms": [{"position_id": 981, "txt": "这个问题也不好解决，只能等待新技术带来的思潮转变。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[127]/span"}]}, "tags": [], "label": "content", "web_segment_id": 178, "global_sentence_id": 222, "edu_l1_label": "IOS"}, {"txt": "第三，时长与精力问题。", "language": "chinese", "position": {"atoms": [{"position_id": 983, "txt": "第三，时长与精力问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[128]/span"}]}, "tags": [], "label": "content", "web_segment_id": 179, "global_sentence_id": 223, "edu_l1_label": "IOS"}, {"txt": "投注感情是一件看似不需要体力实则非常耗费精力的事情，用户在此类产品上消费的时间越多，会越觉疲惫，对产品的离心力会更大。", "language": "chinese", "position": {"atoms": [{"position_id": 984, "txt": "投注感情是一件看似不需要体力实则非常耗费精力的事情，用户在此类产品上消费的时间越多，会越觉疲惫，对产品的离心力会更大。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[128]/span"}]}, "tags": [], "label": "content", "web_segment_id": 179, "global_sentence_id": 224, "edu_l1_label": "IOS"}, {"txt": "一个好的解决方式是构建心流，但难度很大。", "language": "chinese", "position": {"atoms": [{"position_id": 985, "txt": "一个好的解决方式是构建心流，但难度很大。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[128]/span"}]}, "tags": [], "label": "content", "web_segment_id": 179, "global_sentence_id": 225, "edu_l1_label": "IOS"}, {"txt": "而反面则是用户本身就难以有足够理由在这个APP上提供足够的时长。", "language": "chinese", "position": {"atoms": [{"position_id": 986, "txt": "而反面则是用户本身就难以有足够理由在这个APP上提供足够的时长。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[128]/span"}]}, "tags": [], "label": "content", "web_segment_id": 179, "global_sentence_id": 226, "edu_l1_label": "IOS"}, {"txt": "No.2 新的范式", "language": "chinese", "position": {"atoms": [{"position_id": 988, "txt": "No.2 新的范式", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[129]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 180, "global_sentence_id": 227, "edu_l1_label": "IOS"}, {"txt": "新的技术发展总会带来新的范式，例如PC时代表格工具对传统表格的降维打击（不仅仅是表格，更是查询、加工）。", "language": "chinese", "position": {"atoms": [{"position_id": 990, "txt": "新的技术发展总会带来新的范式，例如PC时代表格工具对传统表格的降维打击（不仅仅是表格，更是查询、加工）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[130]/span"}]}, "tags": [], "label": "content", "web_segment_id": 181, "global_sentence_id": 228, "edu_l1_label": "IOS"}, {"txt": "而Notion更进一步，试图推进All-in-one，形成Word、Excel等多种格式的统一，让创作者专注表达想法，而Notion负责输出时的多样化演绎。", "language": "chinese", "position": {"atoms": [{"position_id": 991, "txt": "而Notion更进一步，试图推进All-in-one，形成Word、Excel等多种格式的统一，让创作者专注表达想法，而Notion负责输出时的多样化演绎。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[130]/span"}]}, "tags": [], "label": "content", "web_segment_id": 181, "global_sentence_id": 229, "edu_l1_label": "IOS"}, {"txt": "那么Notion，或者说现在的Notion AI 就是最终的形式吗？", "language": "chinese", "position": {"atoms": [{"position_id": 993, "txt": "那么Notion，或者说现在的Notion AI 就是最终的形式吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[131]/span"}]}, "tags": [], "label": "content", "web_segment_id": 182, "global_sentence_id": 230, "edu_l1_label": "IOS"}, {"txt": "或者说像Office Copilot那样快捷实现多种文件的互相转换和便捷操作是最终的形式吗?", "language": "chinese", "position": {"atoms": [{"position_id": 994, "txt": "或者说像Office Copilot那样快捷实现多种文件的互相转换和便捷操作是最终的形式吗?", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[131]/span"}]}, "tags": [], "label": "content", "web_segment_id": 182, "global_sentence_id": 231, "edu_l1_label": "IOS"}, {"txt": "会不会有一种新的文件格式“.ai”，只需要你写好你的大纲论点，就可以在演示过程中实时自由延伸（扩写），并变换多种展示方式（从导图到PPT，又在局部变成可交互表格）？", "language": "chinese", "position": {"atoms": [{"position_id": 996, "txt": "会不会有一种新的文件格式“.ai”，只需要你写好你的大纲论点，就可以在演示过程中实时自由延伸（扩写），并变换多种展示方式（从导图到PPT，又在局部变成可交互表格）？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[132]/span"}]}, "tags": [], "label": "content", "web_segment_id": 183, "global_sentence_id": 232, "edu_l1_label": "IOS"}, {"txt": "我也无从得知，这种空想也没有意义，需要许许多多细微的创新堆叠起来才能成为新时代的标准范式。", "language": "chinese", "position": {"atoms": [{"position_id": 998, "txt": "我也无从得知，这种空想也没有意义，需要许许多多细微的创新堆叠起来才能成为新时代的标准范式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[133]/span"}]}, "tags": [], "label": "content", "web_segment_id": 184, "global_sentence_id": 233, "edu_l1_label": "IOS"}, {"txt": "事实上，新技术出现初期，人类的想象力总会被约束在旧的思维框架中而不自知。", "language": "chinese", "position": {"atoms": [{"position_id": 1000, "txt": "事实上，新技术出现初期，人类的想象力总会被约束在旧的思维框架中而不自知。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[134]/span"}]}, "tags": [], "label": "content", "web_segment_id": 185, "global_sentence_id": 234, "edu_l1_label": "IOS"}, {"txt": "例如《Power and Prediction》这本书中的例子，当电力出现时，要用它取代工厂中蒸汽机。", "language": "chinese", "position": {"atoms": [{"position_id": 1001, "txt": "例如《Power and Prediction》这本书中的例子，当电力出现时，要用它取代工厂中蒸汽机。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[134]/span"}]}, "tags": [], "label": "content", "web_segment_id": 185, "global_sentence_id": 235, "edu_l1_label": "IOS"}, {"txt": "仅仅只是替换就可以吗？", "language": "chinese", "position": {"atoms": [{"position_id": 1003, "txt": "仅仅只是替换就可以吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[135]/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 236, "edu_l1_label": "IOS"}, {"txt": "蒸汽是有管道链接到各个机器的，而电力只需要一根电线。", "language": "chinese", "position": {"atoms": [{"position_id": 1004, "txt": "蒸汽是有管道链接到各个机器的，而电力只需要一根电线。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[135]/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 237, "edu_l1_label": "IOS"}, {"txt": "蒸汽是必须常开的，而电力却可以即时开关。", "language": "chinese", "position": {"atoms": [{"position_id": 1005, "txt": "蒸汽是必须常开的，而电力却可以即时开关。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[135]/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 238, "edu_l1_label": "IOS"}, {"txt": "蒸汽动力举例衰减严重，所以他需要在工厂中间，而电力却不用。", "language": "chinese", "position": {"atoms": [{"position_id": 1006, "txt": "蒸汽动力举例衰减严重，所以他需要在工厂中间，而电力却不用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[135]/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 239, "edu_l1_label": "IOS"}, {"txt": "所有这些本质不同最终催生了对工业生产在技术，工具，管理等多维度的深刻改变。", "language": "chinese", "position": {"atoms": [{"position_id": 1007, "txt": "所有这些本质不同最终催生了对工业生产在技术，工具，管理等多维度的深刻改变。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[135]/span"}]}, "tags": [], "label": "content", "web_segment_id": 186, "global_sentence_id": 240, "edu_l1_label": "IOS"}, {"txt": "因此，我不相信目前简单在旧模式上叠加的创作，生产提效就是终局范式，更不要说生活范式由于更娱乐化的手机、VR、音箱等端还未完全落地，更是起步初期。", "language": "chinese", "position": {"atoms": [{"position_id": 1009, "txt": "因此，我不相信目前简单在旧模式上叠加的创作，生产提效就是终局范式，更不要说", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[136]/span/span[1]"}, {"position_id": 1011, "txt": "生活范式由于更娱乐化的手机、VR、音箱等端还未完全落地，更是起步初期。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[136]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 187, "global_sentence_id": 241, "edu_l1_label": "IOS"}, {"txt": "在这样一个时期，谁先打磨出新的文件格式，先打磨出新的范式（创作/工作/生活），谁就有可能吃到最好的机会。", "language": "chinese", "position": {"atoms": [{"position_id": 1013, "txt": "在这样一个时期，谁先打磨出新的文件格式，先打磨出新的范式（创作/工作/生活），谁就有可能吃到最好的机会。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[137]/span"}]}, "tags": [], "label": "content", "web_segment_id": 188, "global_sentence_id": 242, "edu_l1_label": "IOS"}, {"txt": "——但是感觉巨头们绝不会放过这个场景。", "language": "chinese", "position": {"atoms": [{"position_id": 1014, "txt": "——但是感觉巨头们绝不会放过这个场景。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[137]/span"}]}, "tags": [], "label": "content", "web_segment_id": 188, "global_sentence_id": 243, "edu_l1_label": "IOS"}, {"txt": "No.3 AI化浪潮中的机会", "language": "chinese", "position": {"atoms": [{"position_id": 1016, "txt": "No.3 AI化浪潮中的机会", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[138]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 189, "global_sentence_id": 244, "edu_l1_label": "IOS"}, {"txt": "AI化是浪潮，那么帮助他人跟上浪潮的过程就会产生机会。", "language": "chinese", "position": 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"tags": [], "label": "content", "web_segment_id": 194, "global_sentence_id": 251, "edu_l1_label": "IOS"}, {"txt": "每月20美元，帮助你开掉数据分析人员，5000元快速接入CHatGPT进直播间/小程序/公众号", "language": "chinese", "position": {"atoms": [{"position_id": 1029, "txt": "每月20美元，帮助你开掉数据分析人员，5000元快速接入CHatGPT进直播间/小程序/公众号", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[143]/span"}]}, "tags": [], "label": "content", "web_segment_id": 194, "global_sentence_id": 252, "edu_l1_label": "IOS"}, {"txt": "2. 赚工具+AI差价的钱", "language": "chinese", "position": {"atoms": [{"position_id": 1031, "txt": "2. 赚工具+AI差价的钱", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[144]/span"}]}, "tags": [], "label": "content", "web_segment_id": 195, "global_sentence_id": 253, "edu_l1_label": "IOS"}, {"txt": "2C：", "language": "chinese", "position": {"atoms": [{"position_id": 1033, "txt": "2C：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[145]/span"}]}, "tags": [], "label": "content", "web_segment_id": 196, "global_sentence_id": 254, "edu_l1_label": "IOS"}, {"txt": "ChatPDF，ChatPaper，或其他任何工作、娱乐价值的AI应用", "language": "chinese", "position": {"atoms": [{"position_id": 1034, "txt": "ChatPDF，ChatPaper，或其他任何工作、娱乐价值的AI应用", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[145]/span"}]}, "tags": [], "label": "content", "web_segment_id": 196, "global_sentence_id": 255, "edu_l1_label": "IOS"}, {"txt": "2B：", "language": "chinese", "position": {"atoms": [{"position_id": 1036, "txt": "2B：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[146]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 256, "edu_l1_label": "IOS"}, {"txt": "SaaS服务叠加AI，有些观点认为LLM会摧毁大部分SaaS，我的观点恰恰相反。", "language": "chinese", "position": {"atoms": [{"position_id": 1037, "txt": "SaaS服务叠加AI，有些观点认为LLM会摧毁大部分SaaS，我的观点恰恰相反。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[146]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 257, "edu_l1_label": "IOS"}, {"txt": "LLM能够提升SaaS的能力上限，并降低他的适配成本，从而推动SaaS繁荣。", "language": "chinese", "position": {"atoms": [{"position_id": 1038, "txt": "LLM能够提升SaaS的能力上限，并降低他的适配成本，从而推动SaaS繁荣。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[146]/span"}]}, "tags": [], "label": "content", "web_segment_id": 197, "global_sentence_id": 258, "edu_l1_label": "IOS"}, {"txt": "3. 赚自主训练模型的钱", "language": "chinese", "position": {"atoms": [{"position_id": 1040, "txt": "3. 赚自主训练模型的钱", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[147]/span"}]}, "tags": [], "label": "content", "web_segment_id": 198, "global_sentence_id": 259, "edu_l1_label": "IOS"}, {"txt": "2C：", "language": "chinese", "position": {"atoms": [{"position_id": 1042, "txt": "2C：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[148]/span"}]}, "tags": [], "label": "content", "web_segment_id": 199, "global_sentence_id": 260, "edu_l1_label": "IOS"}, {"txt": "单机版LLM，劣化但能用", "language": "chinese", "position": {"atoms": [{"position_id": 1043, "txt": "单机版LLM，劣化但能用", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[148]/span"}]}, "tags": [], "label": "content", "web_segment_id": 199, "global_sentence_id": 261, "edu_l1_label": "IOS"}, {"txt": "2B：", "language": "chinese", "position": {"atoms": [{"position_id": 1045, "txt": "2B：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[149]/span"}]}, "tags": [], "label": "content", "web_segment_id": 200, "global_sentence_id": 262, "edu_l1_label": "IOS"}, {"txt": "私有化部署，或MaaS但相比巨头LLM更低价", "language": "chinese", "position": {"atoms": [{"position_id": 1046, "txt": "私有化部署，或MaaS但相比巨头LLM更低价", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[149]/span"}]}, "tags": [], "label": "content", "web_segment_id": 200, "global_sentence_id": 263, "edu_l1_label": "IOS"}, {"txt": "No.4 劳动力迁移中的机会", "language": "chinese", "position": {"atoms": [{"position_id": 1048, "txt": "No.4 劳动力迁移中的机会", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[150]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 201, "global_sentence_id": 264, "edu_l1_label": "IOS"}, {"txt": "农业革命后，单位农业生产力溢出，导致农民流向了工业。", "language": "chinese", "position": {"atoms": [{"position_id": 1050, "txt": "农业革命后，单位农业生产力溢出，导致农民流向了工业。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[151]/span"}]}, "tags": [], "label": "content", "web_segment_id": 202, "global_sentence_id": 265, "edu_l1_label": "IOS"}, {"txt": "工业革命后期，溢出劳动力流向了第三产业。", "language": "chinese", "position": {"atoms": [{"position_id": 1051, "txt": "工业革命后期，溢出劳动力流向了第三产业。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[151]/span"}]}, "tags": [], "label": "content", "web_segment_id": 202, "global_sentence_id": 266, "edu_l1_label": "IOS"}, {"txt": "那么现在，因为AI溢出的劳动力（并且较为优质），他们会流向哪里？", "language": "chinese", "position": {"atoms": [{"position_id": 1052, "txt": "那么现在，因为AI溢出的劳动力（并且较为优质），他们会流向哪里？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[151]/span"}]}, "tags": [], "label": "content", "web_segment_id": 202, "global_sentence_id": 267, "edu_l1_label": "IOS"}, {"txt": "是附生在新AI的周边服务上，还是流向内容产业（我们的内容供给到极限了吗？", "language": "chinese", "position": {"atoms": [{"position_id": 1054, "txt": "是附生在新AI的周边服务上，还是流向内容产业（我们的内容供给到极限了吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[152]/span"}]}, "tags": [], "label": "content", "web_segment_id": 203, "global_sentence_id": 268, "edu_l1_label": "IOS"}, {"txt": "），还是像有的朋友所说，回流到第一第二产业？", "language": "chinese", "position": {"atoms": [{"position_id": 1055, "txt": "），还是像有的朋友所说，回流到第一第二产业？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[152]/span"}]}, "tags": [], "label": "content", "web_segment_id": 203, "global_sentence_id": 269, "edu_l1_label": "IOS"}, {"txt": "这种劳动力迁移中，一定会伴随着相应的机会出现。", "language": "chinese", "position": {"atoms": [{"position_id": 1057, "txt": "这种劳动力迁移中，一定会伴随着相应的机会出现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[153]/span"}]}, "tags": [], "label": "content", "web_segment_id": 204, "global_sentence_id": 270, "edu_l1_label": "IOS"}, {"txt": "机会在哪里，我看不出来。", "language": "chinese", "position": {"atoms": [{"position_id": 1058, "txt": "机会在哪里，我看不出来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[153]/span"}]}, "tags": [], "label": "content", "web_segment_id": 204, "global_sentence_id": 271, "edu_l1_label": "IOS"}, {"txt": "但一个好的方法是观察美国，他们的劳动力市场更敏锐，他们的资本家也更冷酷，整个迁移方向有可能在美国先表现出来。", "language": "chinese", "position": {"atoms": [{"position_id": 1059, "txt": "但一个好的方法是观察美国，他们的劳动力市场更敏锐，他们的资本家也更冷酷，整个迁移方向有可能在美国先表现出来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[153]/span"}]}, "tags": [], "label": "content", "web_segment_id": 204, "global_sentence_id": 272, "edu_l1_label": "IOS"}, {"txt": "No.5 人文思潮的变化", "language": "chinese", "position": {"atoms": [{"position_id": 1061, "txt": "No.5 人文思潮的变化", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[154]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 205, "global_sentence_id": 273, "edu_l1_label": "IOS"}, {"txt": "生产力的变化也会带来人文思潮的变化，例如工业革命抹除了男性和女性的体力差距，并使女性具备经济独立，从而推动人格独立。", "language": "chinese", "position": {"atoms": [{"position_id": 1063, "txt": "生产力的变化也会带来人文思潮的变化，例如工业革命抹除了男性和女性的体力差距，并使女性具备经济独立，从而推动人格独立。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[155]/span"}]}, "tags": [], "label": "content", "web_segment_id": 206, "global_sentence_id": 274, "edu_l1_label": "IOS"}, {"txt": "再例如移动时代的碎片化特性使得短平快的奶头乐内容逐步取代长篇深度内容。", "language": "chinese", "position": {"atoms": [{"position_id": 1064, "txt": "再例如移动时代的碎片化特性使得短平快的奶头乐内容逐步取代长篇深度内容。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[155]/span"}]}, "tags": [], "label": "content", "web_segment_id": 206, "global_sentence_id": 275, "edu_l1_label": "IOS"}, {"txt": "那么LLM技术会带来什么？", "language": "chinese", "position": {"atoms": [{"position_id": 1066, "txt": "那么LLM技术会带来什么？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[156]/span"}]}, "tags": [], "label": "content", "web_segment_id": 207, "global_sentence_id": 276, "edu_l1_label": "IOS"}, {"txt": "一个猜想是前面提及的“信任感”，人类可能在未来逐步更相信AI，不再具备初次使用时的恶意。", "language": "chinese", "position": {"atoms": [{"position_id": 1067, "txt": "一个猜想是前面提及的“信任感”，人类可能在未来逐步更相信AI，不再具备初次使用时的恶意。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[156]/span"}]}, "tags": [], "label": "content", "web_segment_id": 207, "global_sentence_id": 277, "edu_l1_label": "IOS"}, {"txt": "另一个极端则是对“AI危机”的警惕抗拒，例如今天马斯克发起的联名信其实就借用了这样的焦虑。", "language": "chinese", "position": {"atoms": [{"position_id": 1068, "txt": "另一个极端则是对“AI危机”的警惕抗拒，例如今天马斯克发起的联名信其实就借用了这样的焦虑。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[156]/span"}]}, "tags": [], "label": "content", "web_segment_id": 207, "global_sentence_id": 278, "edu_l1_label": "IOS"}, {"txt": "但是否还有其他更深远的影响呢？", "language": "chinese", "position": {"atoms": [{"position_id": 1070, "txt": "但是否还有其他更深远的影响呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[157]/span"}]}, "tags": [], "label": "content", "web_segment_id": 208, "global_sentence_id": 279, "edu_l1_label": "IOS"}, {"txt": "例如AI内容提效后，进一步推动创作者的两级分化：", "language": "chinese", "position": {"atoms": [{"position_id": 1071, "txt": "例如AI内容提效后，进一步推动创作者的两级分化：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[157]/span"}]}, "tags": [], "label": "content", "web_segment_id": 208, "global_sentence_id": 280, "edu_l1_label": "IOS"}, {"txt": "99.9%的好作者，和0.1%的超级好作者？", "language": "chinese", "position": {"atoms": [{"position_id": 1072, "txt": "99.9%的好作者，和0.1%的超级好作者？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[157]/span"}]}, "tags": [], "label": "content", "web_segment_id": 208, "global_sentence_id": 281, "edu_l1_label": "IOS"}, {"txt": "例如AIGC飞速爆发后，对机器推荐的信任转向真实KOL的信任（人肉信息过滤器）？", "language": "chinese", "position": {"atoms": [{"position_id": 1073, "txt": "例如AIGC飞速爆发后，对机器推荐的信任转向真实KOL的信任（人肉信息过滤器）？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[157]/span"}]}, "tags": [], "label": "content", "web_segment_id": 208, "global_sentence_id": 282, "edu_l1_label": "IOS"}, {"txt": "不过人文思潮的变化更多影响通常集中在内容行业，或者说创作者领域，我能想到的就是赶紧开个反AI的号，从今天开始立人设🤪", "language": "chinese", "position": {"atoms": [{"position_id": 1075, "txt": "不过人文思潮的变化更多影响通常集中在内容行业，或者说创作者领域，我能想到的就是赶紧开个反AI的号，从今天开始立人设🤪", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[158]/span"}]}, "tags": [], "label": "content", "web_segment_id": 209, "global_sentence_id": 283, "edu_l1_label": "IOS"}, {"txt": "No.6 能不能更具体点", "language": "chinese", "position": {"atoms": [{"position_id": 1077, "txt": "No.6 能不能更具体点", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[159]/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 210, "global_sentence_id": 284, "edu_l1_label": "IOS"}, {"txt": "看到这里你可能会有些失望，你说得这些似乎都很宽泛，有没有更实在具体一点的干货。", "language": "chinese", "position": {"atoms": [{"position_id": 1079, "txt": "看到这里你可能会有些失望，你说得这些似乎都很宽泛，有没有更实在具体一点的干货。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[160]/span"}]}, "tags": [], "label": "content", "web_segment_id": 211, "global_sentence_id": 285, "edu_l1_label": "IOS"}, {"txt": "首先，如果你自己没有任何方向上的思考判断（并且是结合你自己过往经验的），我奉劝不要下场，任何只消化表层知识而不建立自身框架的行为都是雁过无痕的，就像收藏=已读一样。", "language": "chinese", "position": {"atoms": [{"position_id": 1081, "txt": "首先，如果你自己没有任何方向上的思考判断（并且是结合你自己过往经验的），我奉劝不要下场，任何只消化表层知识而不建立自身框架的行为都是雁过无痕的，就像收藏=已读一样。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[161]/span"}]}, "tags": [], "label": "content", "web_segment_id": 212, "global_sentence_id": 286, "edu_l1_label": "IOS"}, {"txt": "其次，如果你真的要…", "language": "chinese", "position": {"atoms": [{"position_id": 1083, "txt": "其次，如果你真的要…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[162]/span"}]}, "tags": [], "label": "content", "web_segment_id": 213, "global_sentence_id": 287, "edu_l1_label": "IOS"}, {"txt": "看我的分析库链接吧，里面有69个方向（在这个大章节的开头），但是这个库我后面的更新频率会越来越低，因为他对我的价值越来越低了。", "language": "chinese", "position": {"atoms": [{"position_id": 1084, "txt": "看我的分析库链接吧，里面有69个方向（在这个大章节的开头），但是这个库我后面的更新频率会越来越低，因为他对我的价值越来越低了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[162]/span"}]}, "tags": [], "label": "content", "web_segment_id": 213, "global_sentence_id": 288, "edu_l1_label": "IOS"}, {"txt": "我已经过了看遍青山的阶段。", "language": "chinese", "position": {"atoms": [{"position_id": 1085, "txt": "我已经过了看遍青山的阶段。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[162]/span"}]}, "tags": [], "label": "content", "web_segment_id": 213, "global_sentence_id": 289, "edu_l1_label": "IOS"}, {"txt": "我们要做些什么准备", "language": "chinese", "position": {"atoms": [{"position_id": 1087, "txt": "我们要做些什么准备", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[163]/span/strong/span"}]}, "tags": ["strong"], "label": "title2", "web_segment_id": 214, "global_sentence_id": 290, "edu_l1_label": "BOS"}, {"txt": "思考框架", "language": "chinese", "position": {"atoms": [{"position_id": 1089, "txt": "思考框架", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[164]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 215, "global_sentence_id": 291, "edu_l1_label": "IOS"}, {"txt": "我们要去判断这次技术浪潮带来的改变，基于变化决定我们要做什么准备", "language": "chinese", "position": {"atoms": [{"position_id": 1091, "txt": "我们要去判断这次技术浪潮带来的改变，基于变化决定我们要做什么准备", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[165]/span"}]}, "tags": [], "label": "content", "web_segment_id": 216, "global_sentence_id": 292, "edu_l1_label": "IOS"}, {"txt": "1. 生产力的飞跃，带来生产效率的提升，重复性工作消亡，并产生更广阔的生产范围", "language": "chinese", "position": {"atoms": [{"position_id": 1093, "txt": "1. 生产力的飞跃，带来生产效率的提升，重复性工作消亡，并产生更广阔的生产范围", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[166]/span"}]}, "tags": [], "label": "content", "web_segment_id": 217, "global_sentence_id": 293, "edu_l1_label": "IOS"}, {"txt": "2. 生产力飞跃带来的认知错乱，观念建立就被打破，认知共识后就被抛弃", "language": "chinese", "position": {"atoms": [{"position_id": 1095, "txt": "2. 生产力飞跃带来的认知错乱，观念建立就被打破，认知共识后就被抛弃", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[166]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 218, "global_sentence_id": 294, "edu_l1_label": "IOS"}, {"txt": "3. 生产力与生产关系不适配时产生的阵痛，包括劳动力市场、人文思潮、经济变化", "language": "chinese", "position": {"atoms": [{"position_id": 1097, "txt": "3. 生产力与生产关系不适配时产生的阵痛，包括劳动力市场、人文思潮、经济变化", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[166]/span/br[2]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 219, "global_sentence_id": 295, "edu_l1_label": "IOS"}, {"txt": "表层知识：", "language": "chinese", "position": {"atoms": [{"position_id": 1099, "txt": "表层知识：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[167]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 220, "global_sentence_id": 296, "edu_l1_label": "IOS"}, {"txt": "1. 拥抱UGA元年", "language": "chinese", "position": {"atoms": [{"position_id": 1101, "txt": "1. 拥抱UGA元年", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[168]/strong/span"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 221, "global_sentence_id": 297, "edu_l1_label": "IOS"}, {"txt": "在这里，让我创造一个词语：", "language": "chinese", "position": {"atoms": [{"position_id": 1103, "txt": "在这里，让我创造一个词语：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[169]/span"}]}, "tags": [], "label": "content", "web_segment_id": 222, "global_sentence_id": 298, "edu_l1_label": "IOS"}, {"txt": "UGA，User Generated application，区别于UGC。", "language": "chinese", "position": {"atoms": [{"position_id": 1104, "txt": "UGA，User Generated application，区别于UGC。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[169]/span"}]}, "tags": [], "label": "content", "web_segment_id": 222, "global_sentence_id": 299, "edu_l1_label": "IOS"}, {"txt": "现在越来越多的趋势表明，LLM的辐射范围不仅仅局限在内容创作领域，更包括应用创作领域，OpenAI接口的易用性，Github Copilot、Microsoft Power platform的发布都证明这一点。", "language": "chinese", "position": {"atoms": [{"position_id": 1106, "txt": "现在越来越多的趋势表明，LLM的辐射范围不仅仅局限在内容创作领域，更包括应用创作领域，OpenAI接口的易用性，Github Copilot、Microsoft Power platform的发布都证明这一点。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[170]/span"}]}, "tags": [], "label": "content", "web_segment_id": 223, "global_sentence_id": 300, "edu_l1_label": "IOS"}, {"txt": "以下是一个APP搭建过程中的一些必要劳动", "language": "chinese", "position": {"atoms": [{"position_id": 1108, "txt": "以下是一个APP搭建过程中的一些必要劳动", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[171]/span"}]}, "tags": [], "label": "content", "web_segment_id": 224, "global_sentence_id": 301, "edu_l1_label": "IOS"}, {"txt": "原型图/设计稿/宣传画：", "language": "chinese", "position": {"atoms": [{"position_id": 1110, "txt": "原型图/设计稿/宣传画：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[172]/span"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 302, "edu_l1_label": "IOS"}, {"txt": "AI绘画工具搞定", "language": "chinese", "position": {"atoms": [{"position_id": 1111, "txt": "AI绘画工具搞定", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[172]/span"}]}, "tags": [], "label": "content", "web_segment_id": 225, "global_sentence_id": 303, "edu_l1_label": "IOS"}, {"txt": "后端/算法/前端：", "language": "chinese", "position": {"atoms": [{"position_id": 1113, "txt": "后端/算法/前端：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[173]/span"}]}, "tags": [], "label": "content", "web_segment_id": 226, "global_sentence_id": 304, "edu_l1_label": "IOS"}, {"txt": "开源框架/Github Cpilot/Microsoft Power platform搞定", "language": "chinese", "position": {"atoms": [{"position_id": 1114, "txt": "开源框架/Github Cpilot/Microsoft Power platform搞定", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[173]/span"}]}, "tags": [], "label": "content", "web_segment_id": 226, "global_sentence_id": 305, "edu_l1_label": "IOS"}, {"txt": "数据：", "language": "chinese", "position": {"atoms": [{"position_id": 1116, "txt": "数据：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[174]/span"}]}, "tags": [], "label": "content", "web_segment_id": 227, "global_sentence_id": 306, "edu_l1_label": "IOS"}, {"txt": "LLM生成搞定", "language": "chinese", "position": {"atoms": [{"position_id": 1117, "txt": "LLM生成搞定", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[174]/span"}]}, "tags": [], "label": "content", "web_segment_id": 227, "global_sentence_id": 307, "edu_l1_label": "IOS"}, {"txt": "运营：", "language": "chinese", "position": {"atoms": [{"position_id": 1119, "txt": "运营：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[175]/span"}]}, "tags": [], "label": "content", "web_segment_id": 228, "global_sentence_id": 308, "edu_l1_label": "IOS"}, {"txt": "好吧好像暂时还得我自己来🙃", "language": "chinese", "position": {"atoms": [{"position_id": 1120, "txt": "好吧好像暂时还得我自己来🙃", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[175]/span"}]}, "tags": [], "label": "content", "web_segment_id": 228, "global_sentence_id": 309, "edu_l1_label": "IOS"}, {"txt": "所以你需要做的第一件事是，开始你的创意，并用各种工具努力去把它做出来，不要管他多丑陋、多无聊，开始才是最重要的。", "language": "chinese", "position": {"atoms": [{"position_id": 1122, "txt": "所以你需要做的第一件事是，开始你的创意，并用各种工具努力去把它做出来，不要管他多丑陋、多无聊，开始才是最重要的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[176]/span"}]}, "tags": [], "label": "content", "web_segment_id": 229, "global_sentence_id": 310, "edu_l1_label": "IOS"}, {"txt": "2. 找本质，先验胜于后验", "language": "chinese", "position": {"atoms": [{"position_id": 1124, "txt": "2. 找本质，先验胜于后验", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[177]/strong/span"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 230, "global_sentence_id": 311, "edu_l1_label": "IOS"}, {"txt": "在LLM盛行的未来，表层知识的价值会越来越低，有史可证：", "language": "chinese", "position": {"atoms": [{"position_id": 1126, "txt": "在LLM盛行的未来，表层知识的价值会越来越低，有史可证：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[178]/span"}]}, "tags": [], "label": "content", "web_segment_id": 231, "global_sentence_id": 312, "edu_l1_label": "IOS"}, {"txt": "在没有搜索引擎的时候，我们会记录所有知识，有了搜索引擎后，知识随用随取。", "language": "chinese", "position": {"atoms": [{"position_id": 1128, "txt": "在没有搜索引擎的时候，我们会记录所有知识，有了搜索引擎后，知识随用随取。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[179]/span"}]}, "tags": [], "label": "content", "web_segment_id": 232, "global_sentence_id": 313, "edu_l1_label": "IOS"}, {"txt": "而LLM时代，他比搜索引擎更进一步，能够帮我们更高效，更匹配地找到所需知识。", "language": "chinese", "position": {"atoms": [{"position_id": 1130, "txt": "而LLM时代，他比搜索引擎更进一步，能够帮我们更高效，更匹配地找到所需知识。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[180]/span"}]}, "tags": [], "label": "content", "web_segment_id": 233, "global_sentence_id": 314, "edu_l1_label": "IOS"}, {"txt": "那么当LLM落地到手机端甚至VR端的未来，你不仅在电脑面前无所不知，而是随时随地无所不知了。", "language": "chinese", "position": {"atoms": [{"position_id": 1132, "txt": "那么当LLM落地到手机端甚至VR端的未来，你不仅在电脑面前无所不知，而是随时随地无所不知了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[181]/span"}]}, "tags": [], "label": "content", "web_segment_id": 234, "global_sentence_id": 315, "edu_l1_label": "IOS"}, {"txt": "在这种情况下，你最稀缺的能力就是更本质，更先验的底层思考框架，就像OpenAI的他们的目标一样——始终找到更优雅的理解这个世界的方式。", "language": "chinese", "position": {"atoms": [{"position_id": 1134, "txt": "在这种情况下，你最稀缺的能力就是更本质，更先验的底层思考框架，就像OpenAI的他们的目标一样——始终找到更优雅的理解这个世界的方式。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[182]/span"}]}, "tags": [], "label": "content", "web_segment_id": 235, "global_sentence_id": 316, "edu_l1_label": "IOS"}, {"txt": "3. 保持好奇心，但做好信息管理", "language": "chinese", "position": {"atoms": [{"position_id": 1136, "txt": "3. 保持好奇心，但做好信息管理", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[183]/strong/span"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 236, "global_sentence_id": 317, "edu_l1_label": "IOS"}, {"txt": "飞速变化的世界，会有非常多的信息涌进来，在这方面，我以个人的经验给一些建议：", "language": "chinese", "position": {"atoms": [{"position_id": 1138, "txt": "飞速变化的世界，会有非常多的信息涌进来，在这方面，我以个人的经验给一些建议：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[184]/span"}]}, "tags": [], "label": "content", "web_segment_id": 237, "global_sentence_id": 318, "edu_l1_label": "IOS"}, {"txt": "第一，挑选你的信源。", "language": "chinese", "position": {"atoms": [{"position_id": 1140, "txt": "第一，挑选你的信源。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[185]/span"}]}, "tags": [], "label": "content", "web_segment_id": 238, "global_sentence_id": 319, "edu_l1_label": "IOS"}, {"txt": "这里要注意你的信源是跟随你的成长而变化的，有些作者在你初期会觉得很有帮助，但随着你的自我迭代，他们理应是从信源被移出的——这就是你已经平视甚至俯视他了。", "language": "chinese", "position": {"atoms": [{"position_id": 1141, "txt": "这里要注意你的信源是跟随你的成长而变化的，有些作者在你初期会觉得很有帮助，但随着你的自我迭代，他们理应是从信源被移出的——这就是你已经平视甚至俯视他了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[185]/span"}]}, "tags": [], "label": "content", "web_segment_id": 238, "global_sentence_id": 320, "edu_l1_label": "IOS"}, {"txt": "永远不要觉得“万一他发了一些有用的怎么办？”", "language": "chinese", "position": {"atoms": [{"position_id": 1142, "txt": "永远不要觉得“万一他发了一些有用的怎么办？”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[185]/span"}]}, "tags": [], "label": "content", "web_segment_id": 238, "global_sentence_id": 321, "edu_l1_label": "IOS"}, {"txt": "，注意力是非常珍贵的，果断、勇敢下手干掉！", "language": "chinese", "position": {"atoms": [{"position_id": 1143, "txt": "，注意力是非常珍贵的，果断、勇敢下手干掉！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[185]/span"}]}, "tags": [], "label": "content", "web_segment_id": 238, "global_sentence_id": 322, "edu_l1_label": "IOS"}, {"txt": "移出关注，不看朋友圈，取消订阅！", "language": "chinese", "position": {"atoms": [{"position_id": 1144, "txt": "移出关注，不看朋友圈，取消订阅！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[185]/span"}]}, "tags": [], "label": "content", "web_segment_id": 238, "global_sentence_id": 323, "edu_l1_label": "IOS"}, {"txt": "第二，做高效飞速的阅读。", "language": "chinese", "position": {"atoms": [{"position_id": 1146, "txt": "第二，做高效飞速的阅读。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[186]/span"}]}, "tags": [], "label": "content", "web_segment_id": 239, "global_sentence_id": 324, "edu_l1_label": "IOS"}, {"txt": "我的阅读习惯是，先从顶部到尾部快速浏览一遍，根据标题或关键字判断内容质量，然后再判断是否值得深入阅读。", "language": "chinese", "position": {"atoms": [{"position_id": 1147, "txt": "我的阅读习惯是，先从顶部到尾部快速浏览一遍，根据标题或关键字判断内容质量，然后再判断是否值得深入阅读。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[186]/span"}]}, "tags": [], "label": "content", "web_segment_id": 239, "global_sentence_id": 325, "edu_l1_label": "IOS"}, {"txt": "所以英文世界其实对我很不友好，我不是不能读英文，但是我的语言水平没有到一目十行的地步…", "language": "chinese", "position": {"atoms": [{"position_id": 1148, "txt": "所以英文世界其实对我很不友好，我不是不能读英文，但是我的语言水平没有到一目十行的地步…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[186]/span"}]}, "tags": [], "label": "content", "web_segment_id": 239, "global_sentence_id": 326, "edu_l1_label": "IOS"}, {"txt": "这个时候就用一些语言翻译工具吧。", "language": "chinese", "position": {"atoms": [{"position_id": 1149, "txt": "这个时候就用一些语言翻译工具吧。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[186]/span"}]}, "tags": [], "label": "content", "web_segment_id": 239, "global_sentence_id": 327, "edu_l1_label": "IOS"}, {"txt": "从这个角度来说——文字，其实也是视觉模态。", "language": "chinese", "position": {"atoms": [{"position_id": 1150, "txt": "从这个角度来说——文字，其实也是视觉模态。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[186]/span"}]}, "tags": [], "label": "content", "web_segment_id": 239, "global_sentence_id": 328, "edu_l1_label": "IOS"}, {"txt": "第三，做有输入的阅读。", "language": "chinese", "position": {"atoms": [{"position_id": 1152, "txt": "第三，做有输入的阅读。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[187]/span"}]}, "tags": [], "label": "content", "web_segment_id": 240, "global_sentence_id": 329, "edu_l1_label": "IOS"}, {"txt": "我现在基本不在移动端阅读，移动端用来做过滤筛选，我会通过第二点中的方法判断信息质量，然后转发到稍后阅读。", "language": "chinese", "position": {"atoms": [{"position_id": 1153, "txt": "我现在基本不在移动端阅读，移动端用来做过滤筛选，我会通过第二点中的方法判断信息质量，然后转发到稍后阅读。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[187]/span"}]}, "tags": [], "label": "content", "web_segment_id": 240, "global_sentence_id": 330, "edu_l1_label": "IOS"}, {"txt": "当天在PC端进行扫货，然后转译摘要，记录到flomo中。", "language": "chinese", "position": {"atoms": [{"position_id": 1154, "txt": "当天在PC端进行扫货，然后转译摘要，记录到flomo中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[187]/span"}]}, "tags": [], "label": "content", "web_segment_id": 240, "global_sentence_id": 331, "edu_l1_label": "IOS"}, {"txt": "如果读过而不提取精华，那么本质和收藏是没有区别的。", "language": "chinese", "position": {"atoms": [{"position_id": 1155, "txt": "如果读过而不提取精华，那么本质和收藏是没有区别的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[187]/span"}]}, "tags": [], "label": "content", "web_segment_id": 240, "global_sentence_id": 332, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1/20240815124852_1823944927363862528_170659.png", "language": "chinese", "position": {"atoms": [{"position_id": 538, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1/20240815124852_1823944927363862528_170659.png", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[188]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 241, "global_sentence_id": 333, "edu_l1_label": "EDU_O"}, {"txt": "这笔记是我自己看的哈…", "language": "chinese", "position": {"atoms": [{"position_id": 1157, "txt": "这笔记是我自己看的哈…", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[189]/span"}]}, "tags": [], "label": "content", "web_segment_id": 242, "global_sentence_id": 334, "edu_l1_label": "IOS"}, {"txt": "所以你们看不懂很正常🤣", "language": "chinese", "position": {"atoms": [{"position_id": 1158, "txt": "所以你们看不懂很正常🤣", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[189]/span"}]}, "tags": [], "label": "content", "web_segment_id": 242, "global_sentence_id": 335, "edu_l1_label": "EDU_O"}, {"txt": "4. 拥抱不可控性", "language": "chinese", "position": {"atoms": [{"position_id": 1160, "txt": "4. 拥抱不可控性", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[190]/strong/span"}]}, "tags": ["strong"], "label": "title3", "web_segment_id": 243, "global_sentence_id": 336, "edu_l1_label": "IOS"}, {"txt": "很多人问我，AI产品经理有别于其他行业产品的本质区别是什么。", "language": "chinese", "position": {"atoms": [{"position_id": 1162, "txt": "很多人问我，AI产品经理有别于其他行业产品的本质区别是什么。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[191]/span"}]}, "tags": [], "label": "content", "web_segment_id": 244, "global_sentence_id": 337, "edu_l1_label": "IOS"}, {"txt": "我的观点发表在AIGC之我见 Vol.12，到目前都没有变过：", "language": "chinese", "position": {"atoms": [{"position_id": 1164, "txt": "我的观点发表在AIGC之我见 Vol.12，到目前都没有变过：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[192]/span"}]}, "tags": [], "label": "content", "web_segment_id": 245, "global_sentence_id": 338, "edu_l1_label": "IOS"}, {"txt": "“技术理解，商业判断，产品设计这些都是产品的基本功，不会因为他是AI产品就有本质上的区别。", "language": "chinese", "position": {"atoms": [{"position_id": 1165, "txt": "“技术理解，商业判断，产品设计这些都是产品的基本功，不会因为他是AI产品就有本质上的区别。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[192]/span"}]}, "tags": [], "label": "content", "web_segment_id": 245, "global_sentence_id": 339, "edu_l1_label": "IOS"}, {"txt": "AI产品经理最大的本质区别在于对不可控性的控制，他手里的工具在技术、市场、效果等各方面都呈现出极大的不可控性，而产品经理最核心的能力就是控制它，在起伏的海浪中寻找One piece”", "language": "chinese", "position": {"atoms": [{"position_id": 1166, "txt": "AI产品经理最大的本质区别在于对不可控性的控制，他手里的工具在技术、市场、效果等各方面都呈现出极大的不可控性，而产品经理最核心的能力就是控制它，在起伏的海浪中寻找One piece”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[192]/span"}]}, "tags": [], "label": "content", "web_segment_id": 245, "global_sentence_id": 340, "edu_l1_label": "IOS"}, {"txt": "现在将这句话送给读到这里的各位，现在这不仅是AI产品经理的核心能力了，也是这场时代风暴下所有人应当共有的能力。", "language": "chinese", "position": {"atoms": [{"position_id": 1168, "txt": "现在将这句话送给读到这里的各位，现在这不仅是AI产品经理的核心能力了，也是这场时代风暴下所有人应当共有的能力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[193]/span"}]}, "tags": [], "label": "content", "web_segment_id": 246, "global_sentence_id": 341, "edu_l1_label": "IOS"}, {"txt": "最后，我第二次在文章中贴出我的联系方式，欢迎“特定朋友”找我交流", "language": "chinese", "position": {"atoms": [{"position_id": 1170, "txt": "最后，我第二次在文章中贴出我的联系方式，欢迎“特定朋友”找我交流", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[194]/span"}]}, "tags": [], "label": "content", "web_segment_id": 247, "global_sentence_id": 342, "edu_l1_label": "IOS"}, {"txt": "1. 你的公司正在做LLM方向，有产品HC的，call me", "language": "chinese", "position": {"atoms": [{"position_id": 1172, "txt": "1. 你的公司正在做LLM方向，有产品HC的，call me", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[195]/span"}]}, "tags": [], "label": "content", "web_segment_id": 248, "global_sentence_id": 343, "edu_l1_label": "IOS"}, {"txt": "2. 你正在创业/投资/从业等等，欢迎找我交流，但我希望我们可以“交换知识”", "language": "chinese", "position": {"atoms": [{"position_id": 1174, "txt": "2. 你正在创业/投资/从业等等，欢迎找我交流，但我希望我们可以“交换知识”", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[195]/span/br[1]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 249, "global_sentence_id": 344, "edu_l1_label": "IOS"}, {"txt": "3. 添加请简单介绍下自己", "language": "chinese", "position": {"atoms": [{"position_id": 1176, "txt": "3. 添加请简单介绍下自己", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[195]/span/br[2]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 250, "global_sentence_id": 345, "edu_l1_label": "IOS"}, {"txt": "另外也欢迎follow我的即刻，碎片想法发即刻（话痨，灵感源源不断），长文发微信（很长时间更一次）", "language": "chinese", "position": {"atoms": [{"position_id": 1178, "txt": "另外也欢迎follow我的即刻，碎片想法发即刻（话痨，灵感源源不断），长文发微信（很长时间更一次）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[195]/span/br[4]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 251, "global_sentence_id": 346, "edu_l1_label": "IOS"}, {"txt": "微信（人太多的话,开几天可能会关掉，请见谅）", "language": "chinese", "position": {"atoms": [{"position_id": 1180, "txt": "微信（人太多的话,开几天可能会关掉，请见谅）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[195]/span/br[6]"}]}, "tags": ["br"], "label": "content", "web_segment_id": 252, "global_sentence_id": 347, "edu_l1_label": "IOS"}, {"txt": "<img https://mmbiz.qpic.cn/mmbiz_jpg/dzhS9Lf5dlU93rPLGFQeVcCgxib5jreRrp9ticWIic6FJo6rpdH0puKVEke7Lxaibic2eHpBIMhH4grqZw9bAZ6AlDg/640?wx_fmt=jpeg", "language": "chinese", "position": {"atoms": 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# 投身LLM，要从本质上想明白的三个问题：未来是什么，哪些机会更好，我们要怎么准备 ## LLM下一个发展未来是什么 ### 思考框架 ### 表层知识 #### 现状修复 ##### No.1 居高不下的推理成本 ##### No.2 垂直适配难题 ##### No.3 上下文中注意力失控 ##### No.4 安全性补足 ##### No.5 可解释 ##### No.6 本质学习 ##### No.7 业务安全 ##### No.8 降低门槛 #### 开拓增量 ##### No.1 理解（多模态） ##### No.2 干预 ##### No.3 多端融合 ##### No.4 被绑住翅膀的插件 ## 哪些落地方向更有前景 ### 思考框架 #### 1. 这次技术与以往的根本性差异是什么？ #### 2. 你正在看的这个方向是存量还是增量？ #### 3. 你正在看的这个方向会被巨头颠覆吗？ #### 4. 他的技术前置成立吗？他的商业潜力有足够空间吗？ ### 表层知识 #### No.1 情感方向 #### No.2 新的范式 #### No.3 AI化浪潮中的机会 ##### 1. 赚信息差的钱 ##### 2. 赚工具+AI差价的钱 ##### 3. 赚自主训练模型的钱 #### No.4 劳动力迁移中的机会 #### No.5 人文思潮的变化 #### No.6 能不能更具体点 ## 我们要做些什么准备 ### 思考框架 ### 表层知识： #### 1. 拥抱UGA元年 #### 2. 找本质，先验胜于后验 #### 3. 保持好奇心，但做好信息管理 #### 4. 拥抱不可控性
cedabd92-12f7-483b-a5d6-57c046abd192
web
test/raw_web_htmls/cedabd92-12f7-483b-a5d6-57c046abd192.html
https://mp.weixin.qq.com/s/kElGH8WvrHr_0Hv-nQT8lQ
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"language": "chinese", "position": {"atoms": [{"position_id": 1962, "txt": "VS", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h2[4]/span[1]/span/span"}, {"position_id": 1964, "txt": " Function Call", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h2[4]/span[2]/span/span"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 73, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "MCP的诞生标志着prompt engineering进入了一个新的发展阶段，它通过提供更结构化的上下文信息，显著提升了模型的能力。", "language": "chinese", "position": {"atoms": [{"position_id": 1966, "txt": "MCP的诞生标志着prompt engineering进入了一个新的发展阶段，它通过提供更结构化的上下文信息，显著提升了模型的能力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[11]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "在设计prompt时，我们的目标是能够将更加具体的信息（如本地文件、数据库内容或网络实时数据等）集成进来，从而使模型能够更好地理解和解决实际问题。", "language": "chinese", "position": {"atoms": [{"position_id": 1967, "txt": "在设计prompt时，我们的目标是能够将更加具体的信息（如本地文件、数据库内容或网络实时数据等）集成进来，从而使模型能够更好地理解和解决实际问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[11]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "回顾没有 MCP 的时代，为了解决复杂问题，我们不得不手动从数据库中筛选信息或使用工具来检索相关信息，并将其逐一添加到 prompt 中。", "language": "chinese", "position": {"atoms": [{"position_id": 1969, "txt": "回顾没有 MCP 的时代，为了解决复杂问题，我们不得不手动从数据库中筛选信息或使用工具来检索相关信息，并将其逐一添加到 prompt 中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "处理简单问题时如需要大模型做归纳总结这种方法很奏效，但随着问题复杂度的增加，这种方法变得越来越难以应对。", "language": "chinese", "position": {"atoms": [{"position_id": 1970, "txt": "处理简单问题时如需要大模型做归纳总结这种方法很奏效，但随着问题复杂度的增加，这种方法变得越来越难以应对。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[12]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "为了克服这些挑战，许多大型语言模型（LLM）平台（例如 OpenAI 和 Google）引入了 function call 功能。", "language": "chinese", "position": {"atoms": [{"position_id": 1972, "txt": "为了克服这些挑战，许多大型语言模型（LLM）平台（例如 OpenAI 和 Google）引入了 function call 功能。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "这一机制允许模型根据需要调用预定义函数以获取数据或执行特定操作，大大提高了自动化程度。", "language": "chinese", "position": {"atoms": [{"position_id": 1973, "txt": "这一机制允许模型根据需要调用预定义函数以获取数据或执行特定操作，大大提高了自动化程度。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "然而，function call 也有其局限性，包括对平台的高度依赖以及不同 LLM 平台间 API 实现的差异，这使得开发者在切换模型时必须重写代码，增加了开发成本。", "language": "chinese", "position": {"atoms": [{"position_id": 1974, "txt": "然而，function call 也有其局限性，包括对平台的高度依赖以及不同 LLM 平台间 API 实现的差异，这使得开发者在切换模型时必须重写代码，增加了开发成本。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "此外，还存在安全性和交互性等方面的挑战。", "language": "chinese", "position": {"atoms": [{"position_id": 1975, "txt": "此外，还存在安全性和交互性等方面的挑战。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[13]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 76, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "实际上，数据和工具一直都在那里，关键在于如何更智能、更统一地将它们与模型连接起来。", "language": "chinese", "position": {"atoms": [{"position_id": 1977, "txt": "实际上，数据和工具一直都在那里，关键在于如何更智能、更统一地将它们与模型连接起来。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "Anthropic 基于这样的需求设计了 MCP，作为 AI 模型的“万能适配器”，让 LLM 能够轻松访问数据或调用工具。", "language": "chinese", "position": {"atoms": [{"position_id": 1978, "txt": "Anthropic 基于这样的需求设计了 MCP，作为 AI 模型的“万能适配器”，让 LLM 能够轻松访问数据或调用工具。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 77, "edu_l1_label": "IOS"}, {"txt": "具体而言，MCP 的优势体现在以下几个方面：", "language": "chinese", "position": {"atoms": [{"position_id": 1979, "txt": "具体而言，MCP 的优势体现在以下几个方面：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[14]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "生态系统：", "language": "chinese", "position": {"atoms": [{"position_id": 1981, "txt": "生态系统", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[1]/p/span[1]/span/span"}, {"position_id": 1983, "txt": "：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[1]/p/span[2]/span/span[1]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 78, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "MCP 提供了丰富的插件库，使您的 AI 应用可以直接利用。", "language": "chinese", "position": {"atoms": [{"position_id": 1985, "txt": "MCP 提供了丰富的插件库，使您的 AI 应用可以直接利用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[1]/p/span[2]/span/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 78, "global_sentence_id": 80, "edu_l1_label": "IOS"}, {"txt": "所有的服务提供商都可以按MCP协议进行接入，开者可以直接使用。", "language": "chinese", "position": {"atoms": [{"position_id": 1986, "txt": "所有的服务提供商都可以按MCP协议进行接入，开者可以直接使用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[1]/p/span[2]/span/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 78, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "可以预见，这个生态会越来越庞大，生态越庞大，AI的能力越强。", "language": "chinese", "position": {"atoms": [{"position_id": 1987, "txt": "可以预见，这个生态会越来越庞大，生态越庞大，AI的能力越强。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[1]/p/span[2]/span/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 78, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "兼容性：", "language": "chinese", "position": {"atoms": [{"position_id": 1989, "txt": "兼容性", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[2]/p/span[1]/span/span"}, {"position_id": 1991, "txt": "：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[2]/p/span[2]/span/span[1]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 79, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "大家只要遵循一套协议，都可以实现“万物互联”。", "language": "chinese", "position": {"atoms": [{"position_id": 1993, "txt": "大家只要遵循一套协议，都可以实现“万物互联”。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[2]/p/span[2]/span/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 79, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "不限于特定的 AI 模型，任何支持 MCP 的模型都能灵活切换使用。", "language": "chinese", "position": {"atoms": [{"position_id": 1994, "txt": "不限于特定的 AI 模型，任何支持 MCP 的模型都能灵活切换使用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[7]/li[2]/p/span[2]/span/span[2]"}]}, "tags": ["li"], "label": "content", "web_segment_id": 79, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "模型如何智能选择Agent/工具", "language": "chinese", "position": {"atoms": [{"position_id": 1996, "txt": "模型如何智能选择Agent/工具", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h2[5]/span/span/span"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 80, "global_sentence_id": 86, "edu_l1_label": "IOS"}, {"txt": "MCP是核心是让我们能方便地调用多个工具，那随之而来的问题是LLM（模型）是在什么时候确定使用哪些工具的呢？", "language": "chinese", "position": {"atoms": [{"position_id": 1998, "txt": "MCP是核心是让我们能方便地调用多个工具，那随之而来的问题是LLM（模型）是在什么时候确定使用哪些工具的呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[15]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 87, "edu_l1_label": "IOS"}, {"txt": " Anthropic 为我们提供了详细的解释，当用户提出一个问题时：", "language": "chinese", "position": {"atoms": [{"position_id": 1999, "txt": " Anthropic 为我们提供了详细的解释，当用户提出一个问题时：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[15]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 88, "edu_l1_label": "IOS"}, {"txt": "客户端（Claude Desktop / Cursor）将问题发送给 LLM。", "language": "chinese", "position": {"atoms": [{"position_id": 2001, "txt": "客户端（Claude Desktop / Cursor）将问题发送给 LLM。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[8]/li[1]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 82, "global_sentence_id": 89, "edu_l1_label": "IOS"}, {"txt": "LLM 分析可用的工具，并决定使用哪一个（或多个）。", "language": "chinese", "position": {"atoms": [{"position_id": 2003, "txt": "LLM 分析可用的工具，并决定使用哪一个（或多个）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[8]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 83, "global_sentence_id": 90, "edu_l1_label": "IOS"}, {"txt": "客户端通过 MCP Server 执行所选的工具。", "language": "chinese", "position": {"atoms": [{"position_id": 2005, "txt": "客户端通过 MCP Server 执行所选的工具。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[8]/li[3]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 84, "global_sentence_id": 91, "edu_l1_label": "IOS"}, {"txt": "工具的执行结果被送回给 LLM。", "language": "chinese", "position": {"atoms": [{"position_id": 2007, "txt": "工具的执行结果被送回给 LLM。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[8]/li[4]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 85, "global_sentence_id": 92, "edu_l1_label": "IOS"}, {"txt": "LLM 结合执行结果，归纳总结后生成自然语言展示给用户！", "language": "chinese", "position": {"atoms": [{"position_id": 2009, "txt": "LLM 结合执行结果，归纳总结后生成自然语言展示给用户！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[8]/li[5]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 86, "global_sentence_id": 93, "edu_l1_label": "IOS"}, {"txt": "", "language": "chinese", "position": {"atoms": [{"position_id": 2011, "txt": "", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[16]/span[1]/span/span"}]}, "tags": [], "label": "O", "web_segment_id": 87, "global_sentence_id": 94, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/HuFlD1BIDSu2JiHZt3ODXIS.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 381, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/HuFlD1BIDSu2JiHZt3ODXIS.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[16]/span[2]/span[1]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 87, "global_sentence_id": 95, "edu_l1_label": "EDU_O"}, {"txt": "", "language": "chinese", "position": {"atoms": [{"position_id": 2013, "txt": "", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[16]/span[3]/span/span"}]}, "tags": [], "label": "O", "web_segment_id": 87, "global_sentence_id": 96, "edu_l1_label": "EDU_O"}, {"txt": "先理解第一步模型如何确定该使用哪些工具？", "language": "chinese", "position": {"atoms": [{"position_id": 2015, "txt": "先理解第一步模型如何确定该使用哪些工具？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 97, "edu_l1_label": "IOS"}, {"txt": "我们可以参考MCP官方提供的client example为讲解示例，并对相关代码进行了简化处理（移除了不影响逻辑理解的异常控制代码部分）。", "language": "chinese", "position": {"atoms": [{"position_id": 2016, "txt": "我们可以参考MCP官方提供的client example为讲解示例，并对相关代码进行了简化处理（移除了不影响逻辑理解的异常控制代码部分）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 98, "edu_l1_label": "IOS"}, {"txt": "通过分析这段代码，可以看出模型是依靠prompt来识别当前可用的工具有哪些。", "language": "chinese", "position": {"atoms": [{"position_id": 2017, "txt": "通过分析这段代码，可以看出", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span[1]/span/span"}, {"position_id": 2019, "txt": "模型是依靠prompt来识别当前可用的工具有哪些", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span[2]/span/span"}, {"position_id": 2021, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 99, "edu_l1_label": "IOS"}, {"txt": "具体做法是，我们将各个工具的使用描述以文本形式传递给模型，从而使模型能够了解有哪些工具可供选择，并基于实时情况做出最佳选择。", "language": "chinese", "position": {"atoms": [{"position_id": 2022, "txt": "具体做法是，我们将各个工具的使用描述以文本形式传递给模型，从而使模型能够了解有哪些工具可供选择，并基于实时情况做出最佳选择。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 100, "edu_l1_label": "IOS"}, {"txt": "参考代码中的注释部分：", "language": "chinese", "position": {"atoms": [{"position_id": 2023, "txt": "参考代码中的注释部分：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[17]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 88, "global_sentence_id": 101, "edu_l1_label": "IOS"}, {"txt": "... # 省略了无关的代码asyncdefstart(self):", "language": "chinese", "position": {"atoms": [{"position_id": 2025, "txt": "... ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[1]/span"}, {"position_id": 2027, "txt": "# 省略了无关的代码", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[1]/span/span"}, {"position_id": 2029, "txt": "async", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[2]/span/span[1]"}, {"position_id": 2031, "txt": "def", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[2]/span/span[2]"}, {"position_id": 2033, "txt": "start", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[2]/span/span[3]"}, {"position_id": 2035, "txt": "(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[2]/span/span[3]"}, {"position_id": 2037, "txt": "self", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[2]/span/span[4]"}, {"position_id": 2039, "txt": "):", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[2]/span/span[4]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 102, "edu_l1_label": "EDU_O"}, {"txt": "# 初始化所有的 mcp serverfor server in self.servers:", "language": "chinese", "position": {"atoms": [{"position_id": 2041, "txt": "# 初始化所有的 mcp server", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[3]/span/span"}, {"position_id": 2043, "txt": "for", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[4]/span/span[1]"}, {"position_id": 2045, "txt": " server ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[4]/span/span[1]"}, {"position_id": 2047, "txt": "in", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[4]/span/span[2]"}, {"position_id": 2049, "txt": " self.servers:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[4]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 103, "edu_l1_label": "EDU_O"}, {"txt": "await server.initialize()# 获取所有的 tools 命名为 all_tools     all_tools = []for server in self.servers:", "language": "chinese", "position": {"atoms": [{"position_id": 2051, "txt": "await", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[5]/span/span"}, {"position_id": 2053, "txt": " server.initialize()", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[5]/span/span"}, {"position_id": 2055, "txt": "# 获取所有的 tools 命名为 all_tools", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[7]/span/span"}, {"position_id": 2057, "txt": "     all_tools = []", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[8]/span"}, {"position_id": 2059, "txt": "for", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[9]/span/span[1]"}, {"position_id": 2061, "txt": " server ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[9]/span/span[1]"}, {"position_id": 2063, "txt": "in", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[9]/span/span[2]"}, {"position_id": 2065, "txt": " self.servers:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[9]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 104, "edu_l1_label": "EDU_O"}, {"txt": "         tools = await server.list_tools()         all_tools.extend(tools)# 将所有的 tools 的功能描述格式化成字符串供 LLM 使用# tool.format_for_llm() 我放到了这段代码最后，方便阅读。", "language": "chinese", "position": {"atoms": [{"position_id": 2067, "txt": "         tools = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[10]/span"}, {"position_id": 2069, "txt": "await", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[10]/span/span"}, {"position_id": 2071, "txt": " server.list_tools()", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[10]/span/span"}, {"position_id": 2073, "txt": "         all_tools.extend(tools)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[11]/span"}, {"position_id": 2075, "txt": "# 将所有的 tools 的功能描述格式化成字符串供 LLM 使用", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[13]/span/span"}, {"position_id": 2077, "txt": "# tool.format_for_llm() 我放到了这段代码最后，方便阅读。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[14]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 105, "edu_l1_label": "EDU_O"}, {"txt": "     tools_description = \"\\n\".join(         [tool.format_for_llm() for tool in all_tools]     )# 询问 LLM（Claude） 应该使用哪些工具。", "language": "chinese", "position": {"atoms": [{"position_id": 2079, "txt": "     tools_description = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[15]/span"}, {"position_id": 2081, "txt": "\"\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[15]/span/span"}, {"position_id": 2083, "txt": ".join(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[15]/span/span"}, {"position_id": 2085, "txt": "         [tool.format_for_llm() ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[16]/span"}, {"position_id": 2087, "txt": "for", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[16]/span/span[1]"}, {"position_id": 2089, "txt": " tool ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[16]/span/span[1]"}, {"position_id": 2091, "txt": "in", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[16]/span/span[2]"}, {"position_id": 2093, "txt": " all_tools]", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[16]/span/span[2]"}, {"position_id": 2095, "txt": "     )", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[17]/span"}, {"position_id": 2097, "txt": "# 询问 LLM（Claude） 应该使用哪些工具。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[19]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 106, "edu_l1_label": "EDU_O"}, {"txt": "     system_message = (\"You are a helpful assistant with access to these tools:", "language": "chinese", "position": {"atoms": [{"position_id": 2099, "txt": "     system_message = (", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[20]/span"}, {"position_id": 2101, "txt": "\"You are a helpful assistant with access to these tools:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[21]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 107, "edu_l1_label": "EDU_O"}, {"txt": "\\n\\n\"f\"{tools_description}\\n\"\"Choose the appropriate tool based on the user's question. \"\"", "language": "chinese", "position": {"atoms": [{"position_id": 2102, "txt": "\\n\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[21]/span/span"}, {"position_id": 2104, "txt": "f\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[22]/span/span[1]"}, {"position_id": 2106, "txt": "{tools_description}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[22]/span/span[2]/span"}, {"position_id": 2108, "txt": "\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[22]/span/span[3]"}, {"position_id": 2110, "txt": "\"Choose the appropriate tool based on the user's question. \"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[23]/span/span"}, {"position_id": 2112, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[24]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 108, "edu_l1_label": "EDU_O"}, {"txt": "If no tool is needed, reply directly.\\n\\n\"\"IMPORTANT:", "language": "chinese", "position": {"atoms": [{"position_id": 2113, "txt": "If no tool is needed, reply directly.\\n\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[24]/span/span"}, {"position_id": 2115, "txt": "\"IMPORTANT:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[25]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 109, "edu_l1_label": "EDU_O"}, {"txt": " When you need to use a tool, you must ONLY respond with \"\"the exact JSON object format below, nothing else:", "language": "chinese", "position": {"atoms": [{"position_id": 2116, "txt": " When you need to use a tool, you must ONLY respond with \"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[25]/span/span"}, {"position_id": 2118, "txt": "\"the exact JSON object format below, nothing else:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[26]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 110, "edu_l1_label": "EDU_O"}, {"txt": "\\n\"\"{\\n\"'    \"tool\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2119, "txt": "\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[26]/span/span"}, {"position_id": 2121, "txt": "\"{\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[27]/span/span"}, {"position_id": 2123, "txt": "'    \"tool\": \"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[28]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 111, "edu_l1_label": "EDU_O"}, {"txt": "tool-name\",\\n''    \"arguments\":", "language": "chinese", "position": {"atoms": [{"position_id": 2124, "txt": "tool-name\",\\n'", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[28]/span/span"}, {"position_id": 2126, "txt": "'    \"arguments\":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[29]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 112, "edu_l1_label": "EDU_O"}, {"txt": " {\\n''        \"argument-name\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2127, "txt": " {\\n'", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[29]/span/span"}, {"position_id": 2129, "txt": "'        \"argument-name\": \"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[30]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 113, "edu_l1_label": "EDU_O"}, {"txt": "value\"\\n'\"    }\\n\"\"}\\n\\n\"\"After receiving a tool's response:", "language": "chinese", "position": {"atoms": [{"position_id": 2130, "txt": "value\"\\n'", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[30]/span/span"}, {"position_id": 2132, "txt": "\"    }\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[31]/span/span"}, {"position_id": 2134, "txt": "\"}\\n\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[32]/span/span"}, {"position_id": 2136, "txt": "\"After receiving a tool's response:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[33]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 114, "edu_l1_label": "EDU_O"}, {"txt": "\\n\"\"1. Transform the raw data into a natural, conversational response\\n\"\"2. Keep responses concise but informative\\n\"\"3. Focus on the most relevant information\\n\"\"4. Use appropriate context from the user's question\\n\"\"5. Avoid simply repeating the raw data\\n\\n\"\"Please use only the tools that are explicitly defined above.\"     )     messages = [{\"role\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2137, "txt": "\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[33]/span/span"}, {"position_id": 2139, "txt": "\"1. Transform the raw data into a natural, conversational response\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[34]/span/span"}, {"position_id": 2141, "txt": "\"2. Keep responses concise but informative\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[35]/span/span"}, {"position_id": 2143, "txt": "\"3. Focus on the most relevant information\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[36]/span/span"}, {"position_id": 2145, "txt": "\"4. Use appropriate context from the user's question\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[37]/span/span"}, {"position_id": 2147, "txt": "\"5. Avoid simply repeating the raw data\\n\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[38]/span/span"}, {"position_id": 2149, "txt": "\"Please use only the tools that are explicitly defined above.\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[39]/span/span"}, {"position_id": 2151, "txt": "     )", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[40]/span"}, {"position_id": 2153, "txt": "     messages = [{", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span"}, {"position_id": 2155, "txt": "\"role\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span/span[1]"}, {"position_id": 2157, "txt": ": ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span/span[1]"}, {"position_id": 2159, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 115, "edu_l1_label": "EDU_O"}, {"txt": "system\", \"content\":", "language": "chinese", "position": {"atoms": [{"position_id": 2160, "txt": "system\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span/span[2]"}, {"position_id": 2162, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span/span[2]"}, {"position_id": 2164, "txt": "\"content\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span/span[3]"}, {"position_id": 2166, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 116, "edu_l1_label": "EDU_O"}, {"txt": " system_message}]whileTrue:", "language": "chinese", "position": {"atoms": [{"position_id": 2167, "txt": " system_message}]", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[41]/span/span[3]"}, {"position_id": 2169, "txt": "while", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[43]/span/span[1]"}, {"position_id": 2171, "txt": "True", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[43]/span/span[2]"}, {"position_id": 2173, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[43]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 117, "edu_l1_label": "EDU_O"}, {"txt": "# Final... 假设这里已经处理了用户消息输入.", "language": "chinese", "position": {"atoms": [{"position_id": 2175, "txt": "# Final... 假设这里已经处理了用户消息输入.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[44]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 118, "edu_l1_label": "EDU_O"}, {"txt": "         messages.append({\"role\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2177, "txt": "         messages.append({", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span"}, {"position_id": 2179, "txt": "\"role\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span/span[1]"}, {"position_id": 2181, "txt": ": ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span/span[1]"}, {"position_id": 2183, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 119, "edu_l1_label": "EDU_O"}, {"txt": "user\", \"content\":", "language": "chinese", "position": {"atoms": [{"position_id": 2184, "txt": "user\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span/span[2]"}, {"position_id": 2186, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span/span[2]"}, {"position_id": 2188, "txt": "\"content\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span/span[3]"}, {"position_id": 2190, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 120, "edu_l1_label": "EDU_O"}, {"txt": " user_input})# 将 system_message 和用户消息输入一起发送给 LLM         llm_response = self.llm_client.get_response(messages)     ... # 后面和确定使用哪些工具无关classTool:\"\"\"", "language": "chinese", "position": {"atoms": [{"position_id": 2191, "txt": " user_input})", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[45]/span/span[3]"}, {"position_id": 2193, "txt": "# 将 system_message 和用户消息输入一起发送给 LLM", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[47]/span/span"}, {"position_id": 2195, "txt": "         llm_response = self.llm_client.get_response(messages)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[48]/span"}, {"position_id": 2197, "txt": "     ... ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[50]/span"}, {"position_id": 2199, "txt": "# 后面和确定使用哪些工具无关", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[50]/span/span"}, {"position_id": 2201, "txt": "class", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[53]/span/span[1]"}, {"position_id": 2203, "txt": "Tool", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[53]/span/span[2]"}, {"position_id": 2205, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[53]/span/span[2]"}, {"position_id": 2207, "txt": "\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[54]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 121, "edu_l1_label": "EDU_O"}, {"txt": "Represents a tool with its properties and formatting.\"\"\"def__init__(         self, name:", "language": "chinese", "position": {"atoms": [{"position_id": 2208, "txt": "Represents a tool with its properties and formatting.\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[54]/span/span"}, {"position_id": 2210, "txt": "def", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[56]/span/span[1]"}, {"position_id": 2212, "txt": "__init__", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[56]/span/span[2]"}, {"position_id": 2214, "txt": "(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[56]/span/span[2]"}, {"position_id": 2216, "txt": "         self, name:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 122, "edu_l1_label": "EDU_O"}, {"txt": " str, description:", "language": "chinese", "position": {"atoms": [{"position_id": 2217, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span"}, {"position_id": 2219, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[1]"}, {"position_id": 2221, "txt": ", description:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[1]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 123, "edu_l1_label": "EDU_O"}, {"txt": " str, input_schema:", "language": "chinese", "position": {"atoms": [{"position_id": 2222, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[1]"}, {"position_id": 2224, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[2]"}, {"position_id": 2226, "txt": ", input_schema:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 124, "edu_l1_label": "EDU_O"}, {"txt": " dict[str, Any]     ) -> None:", "language": "chinese", "position": {"atoms": [{"position_id": 2227, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[2]"}, {"position_id": 2229, "txt": "dict", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[3]"}, {"position_id": 2231, "txt": "[", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[3]"}, {"position_id": 2233, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[4]"}, {"position_id": 2235, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[4]"}, {"position_id": 2237, "txt": "Any", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[5]"}, {"position_id": 2239, "txt": "]", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[57]/span/span[5]"}, {"position_id": 2241, "txt": "     ) -> ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[58]/span"}, {"position_id": 2243, "txt": "None", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[58]/span/span"}, {"position_id": 2245, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[58]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 125, "edu_l1_label": "EDU_O"}, {"txt": "         self.name:", "language": "chinese", "position": {"atoms": [{"position_id": 2247, "txt": "         self.name:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[59]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 126, "edu_l1_label": "EDU_O"}, {"txt": " str = name         self.description:", "language": "chinese", "position": {"atoms": [{"position_id": 2248, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[59]/span"}, {"position_id": 2250, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[59]/span/span"}, {"position_id": 2252, "txt": " = name", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[59]/span/span"}, {"position_id": 2254, "txt": "         self.description:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[60]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 127, "edu_l1_label": "EDU_O"}, {"txt": " str = description         self.input_schema:", "language": "chinese", "position": {"atoms": [{"position_id": 2255, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[60]/span"}, {"position_id": 2257, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[60]/span/span"}, {"position_id": 2259, "txt": " = description", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[60]/span/span"}, {"position_id": 2261, "txt": "         self.input_schema:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[61]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 128, "edu_l1_label": "EDU_O"}, {"txt": " dict[str, Any] = input_schema# 把工具的名字 / 工具的用途（description）和工具所需要的参数（args_desc）转化为文本defformat_for_llm(self) -> str:\"\"\"", "language": "chinese", "position": {"atoms": [{"position_id": 2262, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[61]/span"}, {"position_id": 2264, "txt": "dict", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[61]/span/span[1]"}, {"position_id": 2266, "txt": "[", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[61]/span/span[1]"}, {"position_id": 2268, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[61]/span/span[2]"}, {"position_id": 2270, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[61]/span/span[2]"}, {"position_id": 2272, "txt": "Any", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[61]/span/span[3]"}, {"position_id": 2274, "txt": "] = input_schema", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[61]/span/span[3]"}, {"position_id": 2276, "txt": "# 把工具的名字 / 工具的用途（description）和工具所需要的参数（args_desc）转化为文本", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[63]/span/span"}, {"position_id": 2278, "txt": "def", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[64]/span/span[1]"}, {"position_id": 2280, "txt": "format_for_llm", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[64]/span/span[2]"}, {"position_id": 2282, "txt": "(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[64]/span/span[2]"}, {"position_id": 2284, "txt": "self", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[64]/span/span[3]"}, {"position_id": 2286, "txt": ") -> ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[64]/span/span[3]"}, {"position_id": 2288, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[64]/span/span[4]"}, {"position_id": 2290, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[64]/span/span[4]"}, {"position_id": 2292, "txt": "\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[65]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 129, "edu_l1_label": "EDU_O"}, {"txt": "Format tool information for LLM.", "language": "chinese", "position": {"atoms": [{"position_id": 2293, "txt": "Format tool information for LLM.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[65]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 130, "edu_l1_label": "EDU_O"}, {"txt": "         Returns:", "language": "chinese", "position": {"atoms": [{"position_id": 2295, "txt": "         Returns:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[67]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 131, "edu_l1_label": "EDU_O"}, {"txt": "             A formatted string describing the tool.         \"\"\"", "language": "chinese", "position": {"atoms": [{"position_id": 2297, "txt": "             A formatted string describing the tool.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[68]/span"}, {"position_id": 2299, "txt": "         \"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[69]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 132, "edu_l1_label": "EDU_O"}, {"txt": "         args_desc = []if\"properties\"in self.input_schema:", "language": "chinese", "position": {"atoms": [{"position_id": 2301, "txt": "         args_desc = []", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[70]/span"}, {"position_id": 2303, "txt": "if", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[71]/span/span[1]"}, {"position_id": 2305, "txt": "\"properties\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[71]/span/span[2]"}, {"position_id": 2307, "txt": "in", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[71]/span/span[3]"}, {"position_id": 2309, "txt": " self.input_schema:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[71]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 133, "edu_l1_label": "EDU_O"}, {"txt": "for param_name, param_info in self.input_schema[\"properties\"].items():", "language": "chinese", "position": {"atoms": [{"position_id": 2311, "txt": "for", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[72]/span/span[1]"}, {"position_id": 2313, "txt": " param_name, param_info ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[72]/span/span[1]"}, {"position_id": 2315, "txt": "in", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[72]/span/span[2]"}, {"position_id": 2317, "txt": " self.input_schema[", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[72]/span/span[2]"}, {"position_id": 2319, "txt": "\"properties\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[72]/span/span[3]"}, {"position_id": 2321, "txt": "].items():", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[72]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 134, "edu_l1_label": "EDU_O"}, {"txt": "                 arg_desc = (f\"- {param_name}:", "language": "chinese", "position": {"atoms": [{"position_id": 2323, "txt": "                 arg_desc = (", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[73]/span"}, {"position_id": 2325, "txt": "f\"- ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[1]"}, {"position_id": 2327, "txt": "{param_name}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[2]/span"}, {"position_id": 2329, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 135, "edu_l1_label": "EDU_O"}, {"txt": " {param_info.get('description', 'No description')}\"                 )if param_name in self.input_schema.get(\"required\", []):", "language": "chinese", "position": {"atoms": [{"position_id": 2330, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[3]"}, {"position_id": 2332, "txt": "{param_info.get(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[4]/span"}, {"position_id": 2334, "txt": "'description'", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[5]/span/span"}, {"position_id": 2336, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[6]/span"}, {"position_id": 2338, "txt": "'No description'", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[7]/span/span"}, {"position_id": 2340, "txt": ")}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[8]/span"}, {"position_id": 2342, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[74]/span/span[9]"}, {"position_id": 2344, "txt": "                 )", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[75]/span"}, {"position_id": 2346, "txt": "if", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[76]/span/span[1]"}, {"position_id": 2348, "txt": " param_name ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[76]/span/span[1]"}, {"position_id": 2350, "txt": "in", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[76]/span/span[2]"}, {"position_id": 2352, "txt": " self.input_schema.get(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[76]/span/span[2]"}, {"position_id": 2354, "txt": "\"required\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[76]/span/span[3]"}, {"position_id": 2356, "txt": ", []):", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[76]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 136, "edu_l1_label": "EDU_O"}, {"txt": "                     arg_desc += \" (required)\"                 args_desc.append(arg_desc)returnf\"\"\" Tool:", "language": "chinese", "position": {"atoms": [{"position_id": 2358, "txt": "                     arg_desc += ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[77]/span"}, {"position_id": 2360, "txt": "\" (required)\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[77]/span/span"}, {"position_id": 2362, "txt": "                 args_desc.append(arg_desc)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[78]/span"}, {"position_id": 2364, "txt": "return", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[80]/span/span[1]"}, {"position_id": 2366, "txt": "f\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[80]/span/span[2]"}, {"position_id": 2368, "txt": " Tool:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[81]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 137, "edu_l1_label": "EDU_O"}, {"txt": " {self.name} Description:", "language": "chinese", "position": {"atoms": [{"position_id": 2369, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[81]/span"}, {"position_id": 2371, "txt": "{self.name}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[81]/span/span"}, {"position_id": 2373, "txt": " Description:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[82]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 138, "edu_l1_label": "EDU_O"}, {"txt": " {self.description} Arguments:", "language": "chinese", "position": {"atoms": [{"position_id": 2374, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[82]/span"}, {"position_id": 2376, "txt": "{self.description}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[82]/span/span"}, {"position_id": 2378, "txt": " Arguments:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[83]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 139, "edu_l1_label": "EDU_O"}, {"txt": "{chr(10).join(args_desc)} \"\"\"", "language": "chinese", "position": {"atoms": [{"position_id": 2380, "txt": "{", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[84]/span/span[1]"}, {"position_id": 2382, "txt": "chr", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[84]/span/span[2]/span"}, {"position_id": 2384, "txt": "(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[84]/span/span[3]"}, {"position_id": 2386, "txt": "10", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[84]/span/span[4]/span"}, {"position_id": 2388, "txt": ").join(args_desc)}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[84]/span/span[5]"}, {"position_id": 2390, "txt": " \"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[5]/section/section/pre/code[85]/span"}]}, "tags": [], "label": "code", "web_segment_id": 89, "global_sentence_id": 140, "edu_l1_label": "EDU_O"}, {"txt": "那 tool 的描述和代码中的 input_schema 是从哪里来的呢？", "language": "chinese", "position": {"atoms": [{"position_id": 2392, "txt": "那 tool 的描述和代码中的 input_schema 是从哪里来的呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 141, "edu_l1_label": "IOS"}, {"txt": "通过进一步分析 MCP 的 Python SDK 源代码可以发现：", "language": "chinese", "position": {"atoms": [{"position_id": 2393, "txt": "通过进一步分析 MCP 的 Python SDK 源代码可以发现：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 142, "edu_l1_label": "IOS"}, {"txt": "大部分情况下，当使用装饰器 @mcp.tool() 来装饰函数时，对应的 name 和 description 等其实直接源自用户定义函数的函数名以及函数的 docstring 等。", "language": "chinese", "position": {"atoms": [{"position_id": 2394, "txt": "大部分情况下，当使用装饰器 @mcp.tool() 来装饰函数时，对应的 name 和 description 等其实直接源自用户定义函数的函数名以及函数的 docstring 等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 143, "edu_l1_label": "IOS"}, {"txt": "这里仅截取一小部分片段，想了解更多请参考原始代码。", "language": "chinese", "position": {"atoms": [{"position_id": 2395, "txt": "这里仅截取一小部分片段，想了解更多请参考原始代码。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[18]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 90, "global_sentence_id": 144, "edu_l1_label": "IOS"}, {"txt": "@classmethoddeffrom_function(     cls,     fn:", "language": "chinese", "position": {"atoms": [{"position_id": 2397, "txt": "@classmethod", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[1]/span/span"}, {"position_id": 2399, "txt": "def", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[2]/span/span[1]"}, {"position_id": 2401, "txt": "from_function", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[2]/span/span[2]"}, {"position_id": 2403, "txt": "(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[2]/span/span[2]"}, {"position_id": 2405, "txt": "     cls,", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[3]/span"}, {"position_id": 2407, "txt": "     fn:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[4]/span"}]}, "tags": [], "label": "code", "web_segment_id": 91, "global_sentence_id": 145, "edu_l1_label": "EDU_O"}, {"txt": " Callable,     name:", "language": "chinese", "position": {"atoms": [{"position_id": 2408, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[4]/span"}, {"position_id": 2410, "txt": "Callable", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[4]/span/span"}, {"position_id": 2412, "txt": ",", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[4]/span/span"}, {"position_id": 2414, "txt": "     name:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[5]/span"}]}, "tags": [], "label": "code", "web_segment_id": 91, "global_sentence_id": 146, "edu_l1_label": "EDU_O"}, {"txt": " str | None = None,     description:", "language": "chinese", "position": {"atoms": [{"position_id": 2415, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[5]/span"}, {"position_id": 2417, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[5]/span/span[1]"}, {"position_id": 2419, "txt": " | ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[5]/span/span[1]"}, {"position_id": 2421, "txt": "None", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[5]/span/span[2]"}, {"position_id": 2423, "txt": " = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[5]/span/span[2]"}, {"position_id": 2425, "txt": "None", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[5]/span/span[3]"}, {"position_id": 2427, "txt": ",", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[5]/span/span[3]"}, {"position_id": 2429, "txt": "     description:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[6]/span"}]}, "tags": [], "label": "code", "web_segment_id": 91, "global_sentence_id": 147, "edu_l1_label": "EDU_O"}, {"txt": " str | None = None,     context_kwarg:", "language": "chinese", "position": {"atoms": [{"position_id": 2430, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[6]/span"}, {"position_id": 2432, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[6]/span/span[1]"}, {"position_id": 2434, "txt": " | ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[6]/span/span[1]"}, {"position_id": 2436, "txt": "None", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[6]/span/span[2]"}, {"position_id": 2438, "txt": " = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[6]/span/span[2]"}, {"position_id": 2440, "txt": "None", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[6]/span/span[3]"}, {"position_id": 2442, "txt": ",", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[6]/span/span[3]"}, {"position_id": 2444, "txt": "     context_kwarg:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[7]/span"}]}, "tags": [], "label": "code", "web_segment_id": 91, "global_sentence_id": 148, "edu_l1_label": "EDU_O"}, {"txt": " str | None = None, ) -> \"Tool\":\"\"\"", "language": "chinese", "position": {"atoms": [{"position_id": 2445, "txt": " ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[7]/span"}, {"position_id": 2447, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[7]/span/span[1]"}, {"position_id": 2449, "txt": " | ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[7]/span/span[1]"}, {"position_id": 2451, "txt": "None", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[7]/span/span[2]"}, {"position_id": 2453, "txt": " = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[7]/span/span[2]"}, {"position_id": 2455, "txt": "None", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[7]/span/span[3]"}, {"position_id": 2457, "txt": ",", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[7]/span/span[3]"}, {"position_id": 2459, "txt": " ) -> ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[8]/span"}, {"position_id": 2461, "txt": "\"Tool\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[8]/span/span"}, {"position_id": 2463, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[8]/span/span"}, {"position_id": 2465, "txt": "\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[9]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 91, "global_sentence_id": 149, "edu_l1_label": "EDU_O"}, {"txt": "Create a Tool from a function.\"\"\"     func_name = name or fn.__name__ # 获取函数名if func_name == \"<lambda>\":", "language": "chinese", "position": {"atoms": [{"position_id": 2466, "txt": "Create a Tool from a function.\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[9]/span/span"}, {"position_id": 2468, "txt": "     func_name = name ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[10]/span"}, {"position_id": 2470, "txt": "or", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[10]/span/span[1]"}, {"position_id": 2472, "txt": " fn.__name__ ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[10]/span/span[1]"}, {"position_id": 2474, "txt": "# 获取函数名", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[10]/span/span[2]"}, {"position_id": 2476, "txt": "if", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[12]/span/span[1]"}, {"position_id": 2478, "txt": " func_name == ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[12]/span/span[1]"}, {"position_id": 2480, "txt": "\"<lambda>\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[12]/span/span[2]"}, {"position_id": 2482, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[12]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 91, "global_sentence_id": 150, "edu_l1_label": "EDU_O"}, {"txt": "raise ValueError(\"You must provide a name for lambda functions\")     func_doc = description or fn.__doc__ or\"\"# 获取函数 docstring     is_async = inspect.iscoroutinefunction(fn)     ... # 更多请参考原始代码...", "language": "chinese", "position": {"atoms": [{"position_id": 2484, "txt": "raise", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[13]/span/span[1]"}, {"position_id": 2486, "txt": " ValueError(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[13]/span/span[1]"}, {"position_id": 2488, "txt": "\"You must provide a name for lambda functions\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[13]/span/span[2]"}, {"position_id": 2490, "txt": ")", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[13]/span/span[2]"}, {"position_id": 2492, "txt": "     func_doc = description ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[15]/span"}, {"position_id": 2494, "txt": "or", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[15]/span/span[1]"}, {"position_id": 2496, "txt": " fn.__doc__ ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[15]/span/span[1]"}, {"position_id": 2498, "txt": "or", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[15]/span/span[2]"}, {"position_id": 2500, "txt": "\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[15]/span/span[3]"}, {"position_id": 2502, "txt": "# 获取函数 docstring", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[15]/span/span[4]"}, {"position_id": 2504, "txt": "     is_async = inspect.iscoroutinefunction(fn)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[16]/span"}, {"position_id": 2506, "txt": "     ... ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[18]/span"}, {"position_id": 2508, "txt": "# 更多请参考原始代码...", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[6]/section/section/pre/code[18]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 91, "global_sentence_id": 151, "edu_l1_label": "EDU_O"}, {"txt": "总结：", "language": "chinese", "position": {"atoms": [{"position_id": 2510, "txt": "总结：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 152, "edu_l1_label": "IOS"}, {"txt": "模型是通过 prompt engineering，即提供所有工具的结构化描述和 few-shot 的 example 来确定该使用哪些工具。", "language": "chinese", "position": {"atoms": [{"position_id": 2511, "txt": "模型是通过 prompt engineering，即", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span[1]/span/span"}, {"position_id": 2513, "txt": "提供所有工具的结构化描述和 few-shot 的 example 来确定该使用哪些工具", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span[2]/span/span"}, {"position_id": 2515, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span[3]/span/span[1]"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 153, "edu_l1_label": "IOS"}, {"txt": "另一方面，Anthropic 肯定对 Claude 做了专门的训练，毕竟是自家协议，Claude 更能理解工具的 prompt 以及输出结构化的 tool call json 代码。", "language": "chinese", "position": {"atoms": [{"position_id": 2517, "txt": "另一方面，Anthropic 肯定对 Claude 做了专门的训练，毕竟是自家协议，Claude 更能理解工具的 prompt 以及输出结构化的 tool call json 代码。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[19]/span[3]/span/span[2]"}]}, "tags": [], "label": "content", "web_segment_id": 92, "global_sentence_id": 154, "edu_l1_label": "IOS"}, {"txt": "工具执行与结果反馈机制", "language": "chinese", "position": {"atoms": [{"position_id": 2519, "txt": "工具执行与结果反馈机制", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h2[6]/span/span/span"}]}, "tags": ["h2"], "label": "title1", "web_segment_id": 93, "global_sentence_id": 155, "edu_l1_label": "IOS"}, {"txt": "工具的执行就比较简单和直接了。", "language": "chinese", "position": {"atoms": [{"position_id": 2521, "txt": "工具的执行就比较简单和直接了。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 156, "edu_l1_label": "IOS"}, {"txt": "承接上一步，我们把 system prompt（指令与工具调用描述）和用户消息一起发送给模型，然后接收模型的回复。", "language": "chinese", "position": {"atoms": [{"position_id": 2522, "txt": "承接上一步，我们把 system prompt（指令与工具调用描述）和用户消息一起发送给模型，然后接收模型的回复。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 157, "edu_l1_label": "IOS"}, {"txt": "当模型分析用户请求后，它会决定是否需要调用工具：", "language": "chinese", "position": {"atoms": [{"position_id": 2523, "txt": "当模型分析用户请求后，它会决定是否需要调用工具：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[20]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 94, "global_sentence_id": 158, "edu_l1_label": "IOS"}, {"txt": "无需工具时：", "language": "chinese", "position": {"atoms": [{"position_id": 2525, "txt": "无需工具时：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[9]/li[1]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 95, "global_sentence_id": 159, "edu_l1_label": "IOS"}, {"txt": "模型直接生成自然语言回复。", "language": "chinese", "position": {"atoms": [{"position_id": 2526, "txt": "模型直接生成自然语言回复。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[9]/li[1]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 95, "global_sentence_id": 160, "edu_l1_label": "IOS"}, {"txt": "需要工具时：", "language": "chinese", "position": {"atoms": [{"position_id": 2528, "txt": "需要工具时：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[9]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 96, "global_sentence_id": 161, "edu_l1_label": "IOS"}, {"txt": "模型输出结构化 JSON 格式的工具调用请求。", "language": "chinese", "position": {"atoms": [{"position_id": 2529, "txt": "模型输出结构化 JSON 格式的工具调用请求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[9]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 96, "global_sentence_id": 162, "edu_l1_label": "IOS"}, {"txt": "如果回复中包含结构化 JSON 格式的工具调用请求，则客户端会根据这个 json 代码执行对应的工具。", "language": "chinese", "position": {"atoms": [{"position_id": 2531, "txt": "如果回复中包含结构化 JSON 格式的工具调用请求，则客户端会根据这个 json 代码执行对应的工具。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 163, "edu_l1_label": "IOS"}, {"txt": "具体的实现逻辑都在 process_llm_response 中，代码、逻辑非常简单。", "language": "chinese", "position": {"atoms": [{"position_id": 2532, "txt": "具体的实现逻辑都在 process_llm_response 中，代码、逻辑非常简单。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[21]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 97, "global_sentence_id": 164, "edu_l1_label": "IOS"}, {"txt": "如果模型执行了 tool call，则工具执行的结果 result 会和 system prompt 和用户消息一起重新发送给模型，请求模型生成最终回复。", "language": "chinese", "position": {"atoms": [{"position_id": 2534, "txt": "如果模型执行了 tool call，则工具执行的结果 result 会和 system prompt 和用户消息一起重新发送给模型，请求模型生成最终回复。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 165, "edu_l1_label": "IOS"}, {"txt": "如果 tool call 的 json 代码存在问题或者模型产生了幻觉怎么办呢？", "language": "chinese", "position": {"atoms": [{"position_id": 2535, "txt": "如果 tool call 的 json 代码存在问题或者模型产生了幻觉怎么办呢？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 166, "edu_l1_label": "IOS"}, {"txt": "通过阅读代码 发现，我们会 skip 掉无效的调用请求。", "language": "chinese", "position": {"atoms": [{"position_id": 2536, "txt": "通过阅读代码 发现，我们会 skip 掉无效的调用请求。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 167, "edu_l1_label": "IOS"}, {"txt": "执行相关的代码与注释如下：", "language": "chinese", "position": {"atoms": [{"position_id": 2537, "txt": "执行相关的代码与注释如下：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[22]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 98, "global_sentence_id": 168, "edu_l1_label": "IOS"}, {"txt": "... # 省略无关的代码asyncdefstart(self):", "language": "chinese", "position": {"atoms": [{"position_id": 2539, "txt": "... ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[1]/span"}, {"position_id": 2541, "txt": "# 省略无关的代码", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[1]/span/span"}, {"position_id": 2543, "txt": "async", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[2]/span/span[1]"}, {"position_id": 2545, "txt": "def", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[2]/span/span[2]"}, {"position_id": 2547, "txt": "start", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[2]/span/span[3]"}, {"position_id": 2549, "txt": "(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[2]/span/span[3]"}, {"position_id": 2551, "txt": "self", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[2]/span/span[4]"}, {"position_id": 2553, "txt": "):", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[2]/span/span[4]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 169, "edu_l1_label": "EDU_O"}, {"txt": "     ... # 上面已经介绍过了，模型如何选择工具whileTrue:", "language": "chinese", "position": {"atoms": [{"position_id": 2555, "txt": "     ... ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[3]/span"}, {"position_id": 2557, "txt": "# 上面已经介绍过了，模型如何选择工具", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[3]/span/span"}, {"position_id": 2559, "txt": "while", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[5]/span/span[1]"}, {"position_id": 2561, "txt": "True", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[5]/span/span[2]"}, {"position_id": 2563, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[5]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 170, "edu_l1_label": "EDU_O"}, {"txt": "# 假设这里已经处理了用户消息输入.", "language": "chinese", "position": {"atoms": [{"position_id": 2565, "txt": "# 假设这里已经处理了用户消息输入.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[6]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 171, "edu_l1_label": "EDU_O"}, {"txt": "         messages.append({\"role\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2567, "txt": "         messages.append({", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span"}, {"position_id": 2569, "txt": "\"role\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span/span[1]"}, {"position_id": 2571, "txt": ": ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span/span[1]"}, {"position_id": 2573, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 172, "edu_l1_label": "EDU_O"}, {"txt": "user\", \"content\":", "language": "chinese", "position": {"atoms": [{"position_id": 2574, "txt": "user\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span/span[2]"}, {"position_id": 2576, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span/span[2]"}, {"position_id": 2578, "txt": "\"content\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span/span[3]"}, {"position_id": 2580, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 173, "edu_l1_label": "EDU_O"}, {"txt": " user_input})# 获取 LLM 的输出         llm_response = self.llm_client.get_response(messages)# 处理 LLM 的输出（如果有 tool call 则执行对应的工具）         result = await self.process_llm_response(llm_response)# 如果 result 与 llm_response 不同，说明执行了 tool call （有额外信息了）# 则将 tool call 的结果重新发送给 LLM 进行处理。", "language": "chinese", "position": {"atoms": [{"position_id": 2581, "txt": " user_input})", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[7]/span/span[3]"}, {"position_id": 2583, "txt": "# 获取 LLM 的输出", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[9]/span/span"}, {"position_id": 2585, "txt": "         llm_response = self.llm_client.get_response(messages)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[10]/span"}, {"position_id": 2587, "txt": "# 处理 LLM 的输出（如果有 tool call 则执行对应的工具）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[12]/span/span"}, {"position_id": 2589, "txt": "         result = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[13]/span"}, {"position_id": 2591, "txt": "await", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[13]/span/span"}, {"position_id": 2593, "txt": " self.process_llm_response(llm_response)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[13]/span/span"}, {"position_id": 2595, "txt": "# 如果 result 与 llm_response 不同，说明执行了 tool call （有额外信息了）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[15]/span/span"}, {"position_id": 2597, "txt": "# 则将 tool call 的结果重新发送给 LLM 进行处理。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[16]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 174, "edu_l1_label": "EDU_O"}, {"txt": "if result != llm_response:", "language": "chinese", "position": {"atoms": [{"position_id": 2599, "txt": "if", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[17]/span/span"}, {"position_id": 2601, "txt": " result != llm_response:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[17]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 175, "edu_l1_label": "EDU_O"}, {"txt": "             messages.append({\"role\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2603, "txt": "             messages.append({", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span"}, {"position_id": 2605, "txt": "\"role\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span/span[1]"}, {"position_id": 2607, "txt": ": ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span/span[1]"}, {"position_id": 2609, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 176, "edu_l1_label": "EDU_O"}, {"txt": "assistant\", \"content\":", "language": "chinese", "position": {"atoms": [{"position_id": 2610, "txt": "assistant\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span/span[2]"}, {"position_id": 2612, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span/span[2]"}, {"position_id": 2614, "txt": "\"content\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span/span[3]"}, {"position_id": 2616, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 177, "edu_l1_label": "EDU_O"}, {"txt": " llm_response})             messages.append({\"role\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2617, "txt": " llm_response})", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[18]/span/span[3]"}, {"position_id": 2619, "txt": "             messages.append({", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span"}, {"position_id": 2621, "txt": "\"role\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span/span[1]"}, {"position_id": 2623, "txt": ": ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span/span[1]"}, {"position_id": 2625, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 178, "edu_l1_label": "EDU_O"}, {"txt": "system\", \"content\":", "language": "chinese", "position": {"atoms": [{"position_id": 2626, "txt": "system\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span/span[2]"}, {"position_id": 2628, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span/span[2]"}, {"position_id": 2630, "txt": "\"content\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span/span[3]"}, {"position_id": 2632, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 179, "edu_l1_label": "EDU_O"}, {"txt": " result})             final_response = self.llm_client.get_response(messages)             logging.info(\"\\nFinal response:", "language": "chinese", "position": {"atoms": [{"position_id": 2633, "txt": " result})", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[19]/span/span[3]"}, {"position_id": 2635, "txt": "             final_response = self.llm_client.get_response(messages)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[21]/span"}, {"position_id": 2637, "txt": "             logging.info(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[22]/span"}, {"position_id": 2639, "txt": "\"\\nFinal response:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[22]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 180, "edu_l1_label": "EDU_O"}, {"txt": " %s\", final_response)             messages.append(                 {\"role\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2640, "txt": " %s\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[22]/span/span"}, {"position_id": 2642, "txt": ", final_response)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[22]/span/span"}, {"position_id": 2644, "txt": "             messages.append(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[23]/span"}, {"position_id": 2646, "txt": "                 {", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span"}, {"position_id": 2648, "txt": "\"role\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span/span[1]"}, {"position_id": 2650, "txt": ": ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span/span[1]"}, {"position_id": 2652, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 181, "edu_l1_label": "EDU_O"}, {"txt": "assistant\", \"content\":", "language": "chinese", "position": {"atoms": [{"position_id": 2653, "txt": "assistant\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span/span[2]"}, {"position_id": 2655, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span/span[2]"}, {"position_id": 2657, "txt": "\"content\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span/span[3]"}, {"position_id": 2659, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 182, "edu_l1_label": "EDU_O"}, {"txt": " final_response}             )# 否则代表没有执行 tool call，则直接将 LLM 的输出返回给用户。", "language": "chinese", "position": {"atoms": [{"position_id": 2660, "txt": " final_response}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[24]/span/span[3]"}, {"position_id": 2662, "txt": "             )", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[25]/span"}, {"position_id": 2664, "txt": "# 否则代表没有执行 tool call，则直接将 LLM 的输出返回给用户。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[26]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 183, "edu_l1_label": "EDU_O"}, {"txt": "else:", "language": "chinese", "position": {"atoms": [{"position_id": 2666, "txt": "else", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[27]/span/span"}, {"position_id": 2668, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[27]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 184, "edu_l1_label": "EDU_O"}, {"txt": "             messages.append({\"role\": \"", "language": "chinese", "position": {"atoms": [{"position_id": 2670, "txt": "             messages.append({", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span"}, {"position_id": 2672, "txt": "\"role\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span/span[1]"}, {"position_id": 2674, "txt": ": ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span/span[1]"}, {"position_id": 2676, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 185, "edu_l1_label": "EDU_O"}, {"txt": "assistant\", \"content\":", "language": "chinese", "position": {"atoms": [{"position_id": 2677, "txt": "assistant\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span/span[2]"}, {"position_id": 2679, "txt": ", ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span/span[2]"}, {"position_id": 2681, "txt": "\"content\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span/span[3]"}, {"position_id": 2683, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 186, "edu_l1_label": "EDU_O"}, {"txt": " llm_response})", "language": "chinese", "position": {"atoms": [{"position_id": 2684, "txt": " llm_response})", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[7]/section/section/pre/code[28]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 99, "global_sentence_id": 187, "edu_l1_label": "EDU_O"}, {"txt": "根据上述原理分析，可以看出工具文档至关重要。", "language": "chinese", "position": {"atoms": [{"position_id": 2686, "txt": "根据上述原理分析，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span[1]/span/span"}, {"position_id": 2688, "txt": "可以看出工具文档至关重要", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span[2]/span/span"}, {"position_id": 2690, "txt": "。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 188, "edu_l1_label": "IOS"}, {"txt": "模型依赖于工具描述文本来理解和选择适用的工具，这意味着精心编写的工具名称、文档字符串（docstring）以及参数说明显得尤为重要。", "language": "chinese", "position": {"atoms": [{"position_id": 2691, "txt": "模型依赖于工具描述文本来理解和选择适用的工具，这意味着精心编写的工具名称、文档字符串（docstring）以及参数说明显得尤为重要。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 189, "edu_l1_label": "IOS"}, {"txt": "鉴于MCP的选择机制基于prompt实现，理论上任何模型只要能够提供相应的工具描述就能与MCP兼容使用。", "language": "chinese", "position": {"atoms": [{"position_id": 2692, "txt": "鉴于MCP的选择机制基于prompt实现，理论上任何模型只要能够提供相应的工具描述就能与MCP兼容使用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[23]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 100, "global_sentence_id": 190, "edu_l1_label": "IOS"}, {"txt": "MCP Server 开发实践", "language": "chinese", "position": {"atoms": [{"position_id": 2694, "txt": "MCP Server 开发实践", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[8]/section/section/p/span"}]}, "tags": [], "label": "content", "web_segment_id": 101, "global_sentence_id": 191, "edu_l1_label": "BOS"}, {"txt": "对绝大部分 AI 开发者来说，除了了解MCP的原理，我们更关心 Server 的实现。", "language": "chinese", "position": {"atoms": [{"position_id": 2696, "txt": "对绝大部分 AI 开发者来说，除了了解MCP的原理，我们更关心 Server 的实现。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 192, "edu_l1_label": "IOS"}, {"txt": "因此，我这里准备通过一个最简单的示例来介绍如何实现一个 MCP Server。", "language": "chinese", "position": {"atoms": [{"position_id": 2697, "txt": "因此，我这里准备通过一个最简单的示例来介绍如何实现一个 MCP Server。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 193, "edu_l1_label": "IOS"}, {"txt": "MCP servers 可以提供三种主要类型的功能：", "language": "chinese", "position": {"atoms": [{"position_id": 2698, "txt": "MCP servers 可以提供三种主要类型的功能：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[24]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 102, "global_sentence_id": 194, "edu_l1_label": "IOS"}, {"txt": "Tools（工具）：", "language": "chinese", "position": {"atoms": [{"position_id": 2700, "txt": "Tools（工具）：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[10]/li[1]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 103, "global_sentence_id": 195, "edu_l1_label": "IOS"}, {"txt": "可以被 LLM 调用的函数或外部服务接口，需要用户授权后执行。", "language": "chinese", "position": {"atoms": [{"position_id": 2701, "txt": "可以被 LLM 调用的函数或外部服务接口，需要用户授权后执行。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[10]/li[1]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 103, "global_sentence_id": 196, "edu_l1_label": "IOS"}, {"txt": "Resources（资源）：", "language": "chinese", "position": {"atoms": [{"position_id": 2703, "txt": "Resources（资源）：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[10]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 104, "global_sentence_id": 197, "edu_l1_label": "IOS"}, {"txt": "提供类似文件的结构化数据，供LLM读取和分析。", "language": "chinese", "position": {"atoms": [{"position_id": 2704, "txt": "提供类似文件的结构化数据，供LLM读取和分析。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[10]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 104, "global_sentence_id": 198, "edu_l1_label": "IOS"}, {"txt": "如本地文件内容、远程api返回的json数据、数据库查询结果等。", "language": "chinese", "position": {"atoms": [{"position_id": 2705, "txt": "如本地文件内容、远程api返回的json数据、数据库查询结果等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[10]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 104, "global_sentence_id": 199, "edu_l1_label": "IOS"}, {"txt": "Prompts（提示）：", "language": "chinese", "position": {"atoms": [{"position_id": 2707, "txt": "Prompts（提示）：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[10]/li[3]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 105, "global_sentence_id": 200, "edu_l1_label": "IOS"}, {"txt": "预先编写的模板，帮助用户完成特定任务", "language": "chinese", "position": {"atoms": [{"position_id": 2708, "txt": "预先编写的模板，帮助用户完成特定任务", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[10]/li[3]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 105, "global_sentence_id": 201, "edu_l1_label": "IOS"}, {"txt": "本教程将主要关注工具（Tools）。", "language": "chinese", "position": {"atoms": [{"position_id": 2710, "txt": "本教程将主要关注工具（Tools）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[25]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 106, "global_sentence_id": 202, "edu_l1_label": "IOS"}, {"txt": "1、使用 LLM 构建 MCP 的最佳实践", "language": "chinese", "position": {"atoms": [{"position_id": 2712, "txt": "1、使用 LLM 构建 MCP 的最佳实践", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h3[1]/span/span/span"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 107, "global_sentence_id": 203, "edu_l1_label": "IOS"}, {"txt": "在开始之前，Anthropic 为我们提供了一个基于LLM 的 MCP Server 的最佳开发实践（https://modelcontextprotocol.io/tutorials/building-mcp-with-llms），Guide里面特意提到了，该实践是基于Claude，也可以基于其它LLM。", "language": "chinese", "position": {"atoms": [{"position_id": 2714, "txt": "在开始之前，Anthropic 为我们提供了一个基于LLM 的 MCP Server 的最佳开发实践（", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span[1]/span/span"}, {"position_id": 2716, "txt": "https://modelcontextprotocol.io/tutorials/building-mcp-with-llms", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span[2]/span/span"}, {"position_id": 2718, "txt": "），Guide里面特意提到了，该实践是基于Claude，也可以基于其它LLM。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 204, "edu_l1_label": "IOS"}, {"txt": "总结如下：", "language": "chinese", "position": {"atoms": [{"position_id": 2719, "txt": "总结如下：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[26]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 108, "global_sentence_id": 205, "edu_l1_label": "IOS"}, {"txt": "1.引入 domain knowledge （说人话就是，告诉他一些 MCP Server 开发的范例和资料）", "language": "chinese", "position": {"atoms": [{"position_id": 2721, "txt": "1.引入 domain knowledge （说人话就是，告诉他一些 MCP Server 开发的范例和资料）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[27]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 109, "global_sentence_id": 206, "edu_l1_label": "IOS"}, {"txt": "访问 https://modelcontextprotocol.io/llms-full.txt 并复制完整的文档文本。", "language": "chinese", "position": {"atoms": [{"position_id": 2723, "txt": "访问 ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[11]/li[1]/p/span[1]/span/span"}, {"position_id": 2725, "txt": "https://modelcontextprotocol.io/llms-full.txt", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[11]/li[1]/p/span[2]/span/span"}, {"position_id": 2727, "txt": " 并复制完整的文档文本。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[11]/li[1]/p/span[3]/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 110, "global_sentence_id": 207, "edu_l1_label": "IOS"}, {"txt": "（实测这个太长了，可以忽略）", "language": "chinese", "position": {"atoms": [{"position_id": 2728, "txt": "（实测这个太长了，可以忽略）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[11]/li[1]/p/span[3]/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 110, "global_sentence_id": 208, "edu_l1_label": "IOS"}, {"txt": "导航到 MCP TypeScript SDK 或 Python SDK Github 项目中并复制相关内容。", "language": "chinese", "position": {"atoms": [{"position_id": 2730, "txt": "导航到 MCP TypeScript SDK 或 Python SDK Github 项目中并复制相关内容。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[11]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 111, "global_sentence_id": 209, "edu_l1_label": "IOS"}, {"txt": "把这些作为 prompt 输入到你的 chat 对话中（作为 context）。", "language": "chinese", "position": {"atoms": [{"position_id": 2732, "txt": "把这些作为 prompt 输入到你的 chat 对话中（作为 context）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[11]/li[3]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 112, "global_sentence_id": 210, "edu_l1_label": "IOS"}, {"txt": "2.描述你的需求", "language": "chinese", "position": {"atoms": [{"position_id": 2734, "txt": "2.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/span[1]/span/span"}, {"position_id": 2736, "txt": "描述你的需求", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[28]/span[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 113, "global_sentence_id": 211, "edu_l1_label": "IOS"}, {"txt": "你的服务器会开放哪些资源", "language": "chinese", "position": {"atoms": [{"position_id": 2738, "txt": "你的服务器会开放哪些资源", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[12]/li[1]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 114, "global_sentence_id": 212, "edu_l1_label": "IOS"}, {"txt": "它会提供哪些工具", "language": "chinese", "position": {"atoms": [{"position_id": 2740, "txt": "它会提供哪些工具", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[12]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 115, "global_sentence_id": 213, "edu_l1_label": "IOS"}, {"txt": "它应该给出哪些引导或建议", "language": "chinese", "position": {"atoms": [{"position_id": 2742, "txt": "它应该给出哪些引导或建议", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[12]/li[3]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 116, "global_sentence_id": 214, "edu_l1_label": "IOS"}, {"txt": "它需要跟哪些外部系统互动", "language": "chinese", "position": {"atoms": [{"position_id": 2744, "txt": "它需要跟哪些外部系统互动", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[12]/li[4]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 117, "global_sentence_id": 215, "edu_l1_label": "IOS"}, {"txt": "给出一个 example prompt:", "language": "chinese", "position": {"atoms": [{"position_id": 2746, "txt": "给出一个 example prompt:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[29]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 118, "global_sentence_id": 216, "edu_l1_label": "IOS"}, {"txt": "... （这里是已经引入的 domain knowledge）打造一个 MCP 服务器，它能够：", "language": "chinese", "position": {"atoms": [{"position_id": 2748, "txt": "... （这里是已经引入的 domain knowledge）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[9]/section/section/pre/code[1]/span"}, {"position_id": 2750, "txt": "打造一个 MCP 服务器，它能够：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[9]/section/section/pre/code[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 217, "edu_l1_label": "IOS"}, {"txt": "- 连接到我公司的 PostgreSQL 数据库- 将表格结构作为资源开放出来- 提供运行只读 SQL 查询的工具- 包含常见数据分析任务的引导", "language": "chinese", "position": {"atoms": [{"position_id": 2752, "txt": "- 连接到我公司的 PostgreSQL 数据库", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[9]/section/section/pre/code[5]/span/span"}, {"position_id": 2754, "txt": "- 将表格结构作为资源开放出来", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[9]/section/section/pre/code[6]/span/span"}, {"position_id": 2756, "txt": "- 提供运行只读 SQL 查询的工具", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[9]/section/section/pre/code[7]/span/span"}, {"position_id": 2758, "txt": "- 包含常见数据分析任务的引导", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[9]/section/section/pre/code[8]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 119, "global_sentence_id": 218, "edu_l1_label": "IOS"}, {"txt": "剩下的部分也很重要，但是偏重于方法论，实践性较弱，这里就不展开了，推荐直接看链接：", "language": "chinese", "position": {"atoms": [{"position_id": 2760, "txt": "剩下的部分也很重要，但是偏重于方法论，实践性较弱，这里就不展开了，推荐直接看链接：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 219, "edu_l1_label": "IOS"}, {"txt": "https://modelcontextprotocol.io/tutorials/building-mcp-with-llms。", "language": "chinese", "position": {"atoms": [{"position_id": 2762, "txt": "https://modelcontextprotocol.io/tutorials/building-mcp-with-llms。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span[2]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 220, "edu_l1_label": "IOS"}, {"txt": "", "language": "chinese", "position": {"atoms": [{"position_id": 2764, "txt": "", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[30]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 120, "global_sentence_id": 221, "edu_l1_label": "IOS"}, {"txt": "2、手动实践", "language": "chinese", "position": {"atoms": [{"position_id": 2766, "txt": "2、手动实践", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h3[2]/span/span/span"}]}, "tags": ["h3"], "label": "title2", "web_segment_id": 121, "global_sentence_id": 222, "edu_l1_label": "IOS"}, {"txt": "本节内容主要参考了官方文档：", "language": "chinese", "position": {"atoms": [{"position_id": 2768, "txt": "本节内容主要参考了官方文档：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 223, "edu_l1_label": "IOS"}, {"txt": "Quick Start:", "language": "chinese", "position": {"atoms": [{"position_id": 2769, "txt": "Quick Start:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 224, "edu_l1_label": "IOS"}, {"txt": " For Server Developers（https://modelcontextprotocol.io/quickstart/server）。", "language": "chinese", "position": {"atoms": [{"position_id": 2770, "txt": " For Server Developers（", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[1]/span/span"}, {"position_id": 2772, "txt": "https://modelcontextprotocol.io/quickstart/server", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[2]/span/span"}, {"position_id": 2774, "txt": "）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 225, "edu_l1_label": "IOS"}, {"txt": "这里准备了一个简单的示例，使用 Python 实现一个 MCP Server，用来统计当前桌面上的 txt 文件数量和获取对应文件的名字（你可以理解为一点用都没有，但是它足够简单，主要是为了难以配置环境的读者提供一个足够短的实践记录）。", "language": "chinese", "position": {"atoms": [{"position_id": 2775, "txt": "这里准备了一个简单的示例，使用 Python 实现一个 MCP Server，用来统计当前桌面上的 txt 文件数量和获取对应文件的名字（你可以理解为一点用都没有，但是它足够简单，主要是为了难以配置环境的读者提供一个足够短的实践记录）。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 226, "edu_l1_label": "IOS"}, {"txt": "以下实践均运行在我的 MacOS 系统上。", "language": "chinese", "position": {"atoms": [{"position_id": 2776, "txt": "以下实践均运行在我的 MacOS 系统上。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[31]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 122, "global_sentence_id": 227, "edu_l1_label": "IOS"}, {"txt": "Step1.", "language": "chinese", "position": {"atoms": [{"position_id": 2778, "txt": "Step1.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[1]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 123, "global_sentence_id": 228, "edu_l1_label": "IOS"}, {"txt": " 前置工作", "language": "chinese", "position": {"atoms": [{"position_id": 2779, "txt": " 前置工作", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[1]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 123, "global_sentence_id": 229, "edu_l1_label": "IOS"}, {"txt": "安装 Claude Desktop。", "language": "chinese", "position": {"atoms": [{"position_id": 2781, "txt": "安装 Claude Desktop。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[13]/li[1]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 124, "global_sentence_id": 230, "edu_l1_label": "IOS"}, {"txt": "Python 3.10+ 环境", "language": "chinese", "position": {"atoms": [{"position_id": 2783, "txt": "Python 3.10+ 环境", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[13]/li[2]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 125, "global_sentence_id": 231, "edu_l1_label": "IOS"}, {"txt": "Python MCP SDK 1.2.0+", "language": "chinese", "position": {"atoms": [{"position_id": 2785, "txt": "Python MCP SDK 1.2.0+", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/ul[13]/li[3]/p/span/span/span"}]}, "tags": ["li"], "label": "content", "web_segment_id": 126, "global_sentence_id": 232, "edu_l1_label": "IOS"}, {"txt": "Step2.", "language": "chinese", "position": {"atoms": [{"position_id": 2787, "txt": "Step2.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[2]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 127, "global_sentence_id": 233, "edu_l1_label": "IOS"}, {"txt": " 环境配置", "language": "chinese", "position": {"atoms": [{"position_id": 2788, "txt": " 环境配置", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[2]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 127, "global_sentence_id": 234, "edu_l1_label": "IOS"}, {"txt": "# 安装 uvcurl -LsSf https://astral.sh/uv/install.sh | sh# 创建项目目录uv init txt_countercd txt_counter# 设置 Python 3.10+ 环境echo\"3.11\" > .python-version# 创建虚拟环境并激活uv venvsource .venv/bin/activate# Install dependenciesuv add \"mcp[cli]\" httpx# Create our server filetouch txt_counter.py", "language": "chinese", "position": {"atoms": [{"position_id": 2790, "txt": "# 安装 uv", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[1]/span/span"}, {"position_id": 2792, "txt": "curl -LsSf https://astral.sh/uv/install.sh | sh", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[2]/span"}, {"position_id": 2794, "txt": "# 创建项目目录", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[4]/span/span"}, {"position_id": 2796, "txt": "uv init txt_counter", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[5]/span"}, {"position_id": 2798, "txt": "cd", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[6]/span/span"}, {"position_id": 2800, "txt": " txt_counter", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[6]/span/span"}, {"position_id": 2802, "txt": "# 设置 Python 3.10+ 环境", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[8]/span/span"}, {"position_id": 2804, "txt": "echo", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[9]/span/span[1]"}, {"position_id": 2806, "txt": "\"3.11\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[9]/span/span[2]"}, {"position_id": 2808, "txt": " > .python-version", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[9]/span/span[2]"}, {"position_id": 2810, "txt": "# 创建虚拟环境并激活", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[11]/span/span"}, {"position_id": 2812, "txt": "uv venv", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[12]/span"}, {"position_id": 2814, "txt": "source", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[13]/span/span"}, {"position_id": 2816, "txt": " .venv/bin/activate", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[13]/span/span"}, {"position_id": 2818, "txt": "# Install dependencies", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[15]/span/span"}, {"position_id": 2820, "txt": "uv add ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[16]/span"}, {"position_id": 2822, "txt": "\"mcp[cli]\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[16]/span/span"}, {"position_id": 2824, "txt": " httpx", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[16]/span/span"}, {"position_id": 2826, "txt": "# Create our server file", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[18]/span/span"}, {"position_id": 2828, "txt": "touch", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[19]/span/span"}, {"position_id": 2830, "txt": " txt_counter.py", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[10]/section/section/pre/code[19]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 128, "global_sentence_id": 235, "edu_l1_label": "EDU_O"}, {"txt": "Question:", "language": "chinese", "position": {"atoms": [{"position_id": 2832, "txt": "Question:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p[1]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 236, "edu_l1_label": "IOS"}, {"txt": " 什么是 uv 呢和 conda 比有什么区别？", "language": "chinese", "position": {"atoms": [{"position_id": 2833, "txt": " 什么是 uv 呢和 conda 比有什么区别？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p[1]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 129, "global_sentence_id": 237, "edu_l1_label": "IOS"}, {"txt": "Answer:", "language": "chinese", "position": {"atoms": [{"position_id": 2835, "txt": "Answer:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p[2]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 130, "global_sentence_id": 238, "edu_l1_label": "IOS"}, {"txt": " 一个用 Rust 编写的超快速 (100x) Python 包管理器和环境管理工具，由 Astral 开发。", "language": "chinese", "position": {"atoms": [{"position_id": 2836, "txt": " 一个用 Rust 编写的超快速 (100x) Python 包管理器和环境管理工具，由 Astral 开发。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p[2]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 130, "global_sentence_id": 239, "edu_l1_label": "IOS"}, {"txt": "定位为 pip 和 venv 的替代品，专注于速度、简单性和现代 Python 工作流。", "language": "chinese", "position": {"atoms": [{"position_id": 2837, "txt": "定位为 pip 和 venv 的替代品，专注于速度、简单性和现代 Python 工作流。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/blockquote/p[2]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 130, "global_sentence_id": 240, "edu_l1_label": "IOS"}, {"txt": "Step3.", "language": "chinese", "position": {"atoms": [{"position_id": 2839, "txt": "Step3.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[3]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 131, "global_sentence_id": 241, "edu_l1_label": "IOS"}, {"txt": " 构造一个 prompt", "language": "chinese", "position": {"atoms": [{"position_id": 2840, "txt": " 构造一个 prompt", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[3]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 131, "global_sentence_id": 242, "edu_l1_label": "IOS"}, {"txt": "\"\"\"... （这里是已经引入的 domain knowledge）\"\"\"打造一个 MCP 服务器，它能够：", "language": "chinese", "position": {"atoms": [{"position_id": 2842, "txt": "\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[1]/span/span"}, {"position_id": 2844, "txt": "... ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[2]/span/span"}, {"position_id": 2846, "txt": "（这里是已经引入的 domain knowledge）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[2]/span/span"}, {"position_id": 2848, "txt": "\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[3]/span"}, {"position_id": 2850, "txt": "打造一个 MCP 服务器，它能够：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 243, "edu_l1_label": "IOS"}, {"txt": "- 功能：", "language": "chinese", "position": {"atoms": [{"position_id": 2852, "txt": "- 功能：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[6]/span"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 244, "edu_l1_label": "IOS"}, {"txt": "    - 统计当前桌面上的 txt 文件数量    - 获取对应文件的名字要求：", "language": "chinese", "position": {"atoms": [{"position_id": 2854, "txt": "    - 统计当前桌面上的 txt 文件数量", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[7]/span"}, {"position_id": 2856, "txt": "    - 获取对应文件的名字", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[8]/span"}, {"position_id": 2858, "txt": "要求：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[10]/span"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 245, "edu_l1_label": "IOS"}, {"txt": "- 不需要给出 prompt 和 resource 相关代码。", "language": "chinese", "position": {"atoms": [{"position_id": 2860, "txt": "- 不需要给出 prompt 和 resource 相关代码。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 246, "edu_l1_label": "IOS"}, {"txt": "- 你可以假设我的桌面路径为 /Users/{username}/Desktop", "language": "chinese", "position": {"atoms": [{"position_id": 2862, "txt": "- 你可以假设我的桌面路径为 /Users/{username}/Desktop", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[11]/section/section/pre/code[12]/span"}]}, "tags": [], "label": "content", "web_segment_id": 132, "global_sentence_id": 247, "edu_l1_label": "IOS"}, {"txt": "Domain Knowledge 复制于 MCP Python SDK的README文件（https://raw.githubusercontent.com/modelcontextprotocol/python-sdk/refs/heads/main/README.md）", "language": "chinese", "position": {"atoms": [{"position_id": 2864, "txt": "Domain Knowledge 复制于 MCP Python SDK的README文件（", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span[1]/span/span"}, {"position_id": 2866, "txt": "https://raw.githubusercontent.com/modelcontextprotocol/python-sdk/refs/heads/main/README.md", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span[2]/span/span"}, {"position_id": 2868, "txt": "）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[32]/span[3]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 133, "global_sentence_id": 248, "edu_l1_label": "IOS"}, {"txt": "Step4.", "language": "chinese", "position": {"atoms": [{"position_id": 2870, "txt": "Step4.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[4]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 134, "global_sentence_id": 249, "edu_l1_label": "IOS"}, {"txt": " 实现 MCP Server", "language": "chinese", "position": {"atoms": [{"position_id": 2871, "txt": " 实现 MCP Server", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[4]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 134, "global_sentence_id": 250, "edu_l1_label": "IOS"}, {"txt": "以下代码由 Claude 3.7 直接生成。", "language": "chinese", "position": {"atoms": [{"position_id": 2873, "txt": "以下代码由 Claude 3.7 直接生成。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[33]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 135, "global_sentence_id": 251, "edu_l1_label": "IOS"}, {"txt": "当然这里主要是因为需求足够简单，当需要实现一个复杂的 MCP Server 时，可能需要多步的引导和 Debug 才能得到最终的代码。", "language": "chinese", "position": {"atoms": [{"position_id": 2874, "txt": "当然这里主要是因为需求足够简单，当需要实现一个复杂的 MCP Server 时，可能需要多步的引导和 Debug 才能得到最终的代码。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[33]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 135, "global_sentence_id": 252, "edu_l1_label": "IOS"}, {"txt": "import osfrom pathlib import Pathfrom mcp.server.fastmcp import FastMCP# 创建 MCP Servermcp = FastMCP(\"桌面 TXT 文件统计器\")@mcp.tool()defcount_desktop_txt_files() -> int:\"\"\"", "language": "chinese", "position": {"atoms": [{"position_id": 2876, "txt": "import", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[1]/span/span"}, {"position_id": 2878, "txt": " os", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[1]/span/span"}, {"position_id": 2880, "txt": "from", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[2]/span/span[1]"}, {"position_id": 2882, "txt": " pathlib ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[2]/span/span[1]"}, {"position_id": 2884, "txt": "import", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[2]/span/span[2]"}, {"position_id": 2886, "txt": " Path", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[2]/span/span[2]"}, {"position_id": 2888, "txt": "from", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[3]/span/span[1]"}, {"position_id": 2890, "txt": " mcp.server.fastmcp ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[3]/span/span[1]"}, {"position_id": 2892, "txt": "import", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[3]/span/span[2]"}, {"position_id": 2894, "txt": " FastMCP", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[3]/span/span[2]"}, {"position_id": 2896, "txt": "# 创建 MCP Server", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[5]/span/span"}, {"position_id": 2898, "txt": "mcp = FastMCP(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[6]/span"}, {"position_id": 2900, "txt": "\"桌面 TXT 文件统计器\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[6]/span/span"}, {"position_id": 2902, "txt": ")", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[6]/span/span"}, {"position_id": 2904, "txt": "@mcp.tool()", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[8]/span/span"}, {"position_id": 2906, "txt": "def", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[9]/span/span[1]"}, {"position_id": 2908, "txt": "count_desktop_txt_files", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[9]/span/span[2]"}, {"position_id": 2910, "txt": "() -> ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[9]/span/span[2]"}, {"position_id": 2912, "txt": "int", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[9]/span/span[3]"}, {"position_id": 2914, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[9]/span/span[3]"}, {"position_id": 2916, "txt": "\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[10]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 136, "global_sentence_id": 253, "edu_l1_label": "EDU_O"}, {"txt": "Count the number of .txt files on the desktop.\"\"\"# Get the desktop path    username = os.getenv(\"USER\") or os.getenv(\"USERNAME\")    desktop_path = Path(f\"/Users/{username}/Desktop\")# Count .txt files    txt_files = list(desktop_path.glob(\"*.txt\"))returnlen(txt_files)@mcp.tool()deflist_desktop_txt_files() -> str:\"\"\"", "language": "chinese", "position": {"atoms": [{"position_id": 2917, "txt": "Count the number of .txt files on the desktop.\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[10]/span/span"}, {"position_id": 2919, "txt": "# Get the desktop path", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[11]/span/span"}, {"position_id": 2921, "txt": "    username = os.getenv(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[12]/span"}, {"position_id": 2923, "txt": "\"USER\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[12]/span/span[1]"}, {"position_id": 2925, "txt": ") ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[12]/span/span[1]"}, {"position_id": 2927, "txt": "or", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[12]/span/span[2]"}, {"position_id": 2929, "txt": " os.getenv(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[12]/span/span[2]"}, {"position_id": 2931, "txt": "\"USERNAME\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[12]/span/span[3]"}, {"position_id": 2933, "txt": ")", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[12]/span/span[3]"}, {"position_id": 2935, "txt": "    desktop_path = Path(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[13]/span"}, {"position_id": 2937, "txt": "f\"/Users/", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[13]/span/span[1]"}, {"position_id": 2939, "txt": "{username}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[13]/span/span[2]/span"}, {"position_id": 2941, "txt": "/Desktop\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[13]/span/span[3]"}, {"position_id": 2943, "txt": ")", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[13]/span/span[3]"}, {"position_id": 2945, "txt": "# Count .txt files", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[15]/span/span"}, {"position_id": 2947, "txt": "    txt_files = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[16]/span"}, {"position_id": 2949, "txt": "list", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[16]/span/span[1]"}, {"position_id": 2951, "txt": "(desktop_path.glob(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[16]/span/span[1]"}, {"position_id": 2953, "txt": "\"*.txt\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[16]/span/span[2]"}, {"position_id": 2955, "txt": "))", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[16]/span/span[2]"}, {"position_id": 2957, "txt": "return", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[17]/span/span[1]"}, {"position_id": 2959, "txt": "len", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[17]/span/span[2]"}, {"position_id": 2961, "txt": "(txt_files)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[17]/span/span[2]"}, {"position_id": 2963, "txt": "@mcp.tool()", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[19]/span/span"}, {"position_id": 2965, "txt": "def", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[20]/span/span[1]"}, {"position_id": 2967, "txt": "list_desktop_txt_files", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[20]/span/span[2]"}, {"position_id": 2969, "txt": "() -> ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[20]/span/span[2]"}, {"position_id": 2971, "txt": "str", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[20]/span/span[3]"}, {"position_id": 2973, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[20]/span/span[3]"}, {"position_id": 2975, "txt": "\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[21]/span/span"}]}, "tags": [], "label": "code", "web_segment_id": 136, "global_sentence_id": 254, "edu_l1_label": "EDU_O"}, {"txt": "Get a list of all .txt filenames on the desktop.\"\"\"# Get the desktop path    username = os.getenv(\"USER\") or os.getenv(\"USERNAME\")    desktop_path = Path(f\"/Users/{username}/Desktop\")# Get all .txt files    txt_files = list(desktop_path.glob(\"*.txt\"))# Return the filenamesifnot txt_files:", "language": "chinese", "position": {"atoms": [{"position_id": 2976, "txt": "Get a list of all .txt filenames on the desktop.\"\"\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[21]/span/span"}, {"position_id": 2978, "txt": "# Get the desktop path", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[22]/span/span"}, {"position_id": 2980, "txt": "    username = os.getenv(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[23]/span"}, {"position_id": 2982, "txt": "\"USER\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[23]/span/span[1]"}, {"position_id": 2984, "txt": ") ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[23]/span/span[1]"}, {"position_id": 2986, "txt": "or", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[23]/span/span[2]"}, {"position_id": 2988, "txt": " os.getenv(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[23]/span/span[2]"}, {"position_id": 2990, "txt": "\"USERNAME\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[23]/span/span[3]"}, {"position_id": 2992, "txt": ")", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[23]/span/span[3]"}, {"position_id": 2994, "txt": "    desktop_path = Path(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[24]/span"}, {"position_id": 2996, "txt": "f\"/Users/", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[24]/span/span[1]"}, {"position_id": 2998, "txt": "{username}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[24]/span/span[2]/span"}, {"position_id": 3000, "txt": "/Desktop\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[24]/span/span[3]"}, {"position_id": 3002, "txt": ")", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[24]/span/span[3]"}, {"position_id": 3004, "txt": "# Get all .txt files", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[26]/span/span"}, {"position_id": 3006, "txt": "    txt_files = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[27]/span"}, {"position_id": 3008, "txt": "list", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[27]/span/span[1]"}, {"position_id": 3010, "txt": "(desktop_path.glob(", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[27]/span/span[1]"}, {"position_id": 3012, "txt": "\"*.txt\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[27]/span/span[2]"}, {"position_id": 3014, "txt": "))", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[27]/span/span[2]"}, {"position_id": 3016, "txt": "# Return the filenames", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[29]/span/span"}, {"position_id": 3018, "txt": "if", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[30]/span/span[1]"}, {"position_id": 3020, "txt": "not", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[30]/span/span[2]"}, {"position_id": 3022, "txt": " txt_files:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[30]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 136, "global_sentence_id": 255, "edu_l1_label": "EDU_O"}, {"txt": "return\"No .txt files found on desktop.\"# Format the list of filenames    file_list = \"\\n\".join([f\"- {file.name}\"for file in txt_files])returnf\"Found {len(txt_files)} .txt files on desktop:", "language": "chinese", "position": {"atoms": [{"position_id": 3024, "txt": "return", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[31]/span/span[1]"}, {"position_id": 3026, "txt": "\"No .txt files found on desktop.\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[31]/span/span[2]"}, {"position_id": 3028, "txt": "# Format the list of filenames", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[33]/span/span"}, {"position_id": 3030, "txt": "    file_list = ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span"}, {"position_id": 3032, "txt": "\"\\n\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[1]"}, {"position_id": 3034, "txt": ".join([", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[1]"}, {"position_id": 3036, "txt": "f\"- ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[2]"}, {"position_id": 3038, "txt": "{file.name}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[3]/span"}, {"position_id": 3040, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[4]"}, {"position_id": 3042, "txt": "for", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[5]"}, {"position_id": 3044, "txt": " file ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[5]"}, {"position_id": 3046, "txt": "in", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[6]"}, {"position_id": 3048, "txt": " txt_files])", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[34]/span/span[6]"}, {"position_id": 3050, "txt": "return", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[1]"}, {"position_id": 3052, "txt": "f\"Found ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[2]"}, {"position_id": 3054, "txt": "{", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[3]/span"}, {"position_id": 3056, "txt": "len", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[4]/span/span"}, {"position_id": 3058, "txt": "(txt_files)}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[5]/span"}, {"position_id": 3060, "txt": " .txt files on desktop:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[6]"}]}, "tags": [], "label": "code", "web_segment_id": 136, "global_sentence_id": 256, "edu_l1_label": "EDU_O"}, {"txt": "\\n{file_list}\"if __name__ == \"__main__\":", "language": "chinese", "position": {"atoms": [{"position_id": 3061, "txt": "\\n", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[6]"}, {"position_id": 3063, "txt": "{file_list}", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[7]/span"}, {"position_id": 3065, "txt": "\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[35]/span/span[8]"}, {"position_id": 3067, "txt": "if", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[37]/span/span[1]"}, {"position_id": 3069, "txt": " __name__ == ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[37]/span/span[1]"}, {"position_id": 3071, "txt": "\"__main__\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[37]/span/span[2]"}, {"position_id": 3073, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[37]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 136, "global_sentence_id": 257, "edu_l1_label": "EDU_O"}, {"txt": "# Initialize and run the server    mcp.run()", "language": "chinese", "position": {"atoms": [{"position_id": 3075, "txt": "# Initialize and run the server", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[38]/span/span"}, {"position_id": 3077, "txt": "    mcp.run()", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[12]/section/section/pre/code[39]/span"}]}, "tags": [], "label": "code", "web_segment_id": 136, "global_sentence_id": 258, "edu_l1_label": "EDU_O"}, {"txt": "任务非常简单，只需要调用非常基本的os就可以完成。", "language": "chinese", "position": {"atoms": [{"position_id": 3079, "txt": "任务非常简单，只需要调用非常基本的os就可以完成。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[34]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 137, "global_sentence_id": 259, "edu_l1_label": "IOS"}, {"txt": "Step5.", "language": "chinese", "position": {"atoms": [{"position_id": 3081, "txt": "Step5.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[5]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 138, "global_sentence_id": 260, "edu_l1_label": "IOS"}, {"txt": " 测试 MCP Server", "language": "chinese", "position": {"atoms": [{"position_id": 3082, "txt": " 测试 MCP Server", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[5]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 138, "global_sentence_id": 261, "edu_l1_label": "IOS"}, {"txt": "$ mcp dev txt_counter.pyStarting MCP inspector...Proxy server listening on port 3000MCP Inspector is up and running at http://localhost:", "language": "chinese", "position": {"atoms": [{"position_id": 3084, "txt": "$ mcp dev txt_counter.py", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[1]/span"}, {"position_id": 3086, "txt": "Starting MCP inspector...", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[2]/span"}, {"position_id": 3088, "txt": "Proxy server listening ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[3]/span"}, {"position_id": 3090, "txt": "on", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[3]/span/span[1]"}, {"position_id": 3092, "txt": " port ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[3]/span/span[1]"}, {"position_id": 3094, "txt": "3000", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[3]/span/span[2]"}, {"position_id": 3096, "txt": "MCP Inspector ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[5]/span"}, {"position_id": 3098, "txt": "is", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[5]/span/span[1]"}, {"position_id": 3100, "txt": " up ", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[5]/span/span[1]"}, {"position_id": 3102, "txt": "and", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[5]/span/span[2]"}, {"position_id": 3104, "txt": " running at http:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[5]/span/span[2]"}, {"position_id": 3106, "txt": "//localhost:", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[5]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 139, "global_sentence_id": 262, "edu_l1_label": "EDU_O"}, {"txt": "5173", "language": "chinese", "position": {"atoms": [{"position_id": 3107, "txt": "5173", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[13]/section/section/pre/code[5]/span/span[3]"}]}, "tags": [], "label": "code", "web_segment_id": 139, "global_sentence_id": 263, "edu_l1_label": "EDU_O"}, {"txt": "之后进入到给出的链接中，你大概能按下图进行操作：", "language": "chinese", "position": {"atoms": [{"position_id": 3109, "txt": "之后进入到给出的链接中，你大概能按下图进行操作：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[35]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 140, "global_sentence_id": 264, "edu_l1_label": "IOS"}, {"txt": "", "language": "chinese", "position": {"atoms": [{"position_id": 3111, "txt": "", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[36]/span[1]/span/span"}]}, "tags": [], "label": "O", "web_segment_id": 141, "global_sentence_id": 265, "edu_l1_label": "EDU_O"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1DS3T435hGZL1vaSc32QCoLN.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 1475, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1DS3T435hGZL1vaSc32QCoLN.jpeg", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[36]/span[2]/span[1]/span/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 141, "global_sentence_id": 266, "edu_l1_label": "EDU_O"}, {"txt": "", "language": "chinese", "position": {"atoms": [{"position_id": 3113, "txt": "", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[36]/span[3]/span/span"}]}, "tags": [], "label": "O", "web_segment_id": 141, "global_sentence_id": 267, "edu_l1_label": "EDU_O"}, {"txt": "", "language": "chinese", "position": {"atoms": [{"position_id": 3115, "txt": "", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[37]/span/span/span"}]}, "tags": [], "label": "O", "web_segment_id": 142, "global_sentence_id": 268, "edu_l1_label": "EDU_O"}, {"txt": "Step6.", "language": "chinese", "position": {"atoms": [{"position_id": 3117, "txt": "Step6.", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[6]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 143, "global_sentence_id": 269, "edu_l1_label": "IOS"}, {"txt": " 接入 Claude", "language": "chinese", "position": {"atoms": [{"position_id": 3118, "txt": " 接入 Claude", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/h4[6]/span/span/span"}]}, "tags": ["h4"], "label": "title3", "web_segment_id": 143, "global_sentence_id": 270, "edu_l1_label": "IOS"}, {"txt": "最后一步就是把我们写好的 MCP 接入到 Claude Desktop 中。", "language": "chinese", "position": {"atoms": [{"position_id": 3120, "txt": "最后一步就是把我们写好的 MCP 接入到 Claude Desktop 中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 271, "edu_l1_label": "IOS"}, {"txt": "流程如下：", "language": "chinese", "position": {"atoms": [{"position_id": 3121, "txt": "流程如下：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[38]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 144, "global_sentence_id": 272, "edu_l1_label": "IOS"}, {"txt": "# 打开 claude_desktop_config.json (MacOS / Linux)# 如果你用的是 cursor 或者 vim 请更换对应的命令code ~/Library/Application\\ Support/Claude/claude_desktop_config.json", "language": "chinese", "position": {"atoms": [{"position_id": 3123, "txt": "# 打开 claude_desktop_config.json (MacOS / Linux)", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/section/section/pre/code[1]/span/span"}, {"position_id": 3125, "txt": "# 如果你用的是 cursor 或者 vim 请更换对应的命令", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/section/section/pre/code[2]/span/span"}, {"position_id": 3127, "txt": "code ~/Library/Application\\ Support/Claude/claude_desktop_config.json", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[14]/section/section/pre/code[3]/span"}]}, "tags": [], "label": "code", "web_segment_id": 145, "global_sentence_id": 273, "edu_l1_label": "EDU_O"}, {"txt": "在配置文件中添加以下内容，记得替换相关路径为实际路径。", "language": "chinese", "position": {"atoms": [{"position_id": 3129, "txt": "在配置文件中添加以下内容，记得替换相关路径为实际路径。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[39]/span/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 146, "global_sentence_id": 274, "edu_l1_label": "IOS"}, {"txt": "{\"mcpServers\":", "language": "chinese", "position": {"atoms": [{"position_id": 3131, "txt": "{", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/section/section/pre/code[1]/span/span"}, {"position_id": 3133, "txt": "\"mcpServers\"", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/section/section/pre/code[2]/span/span[1]"}, {"position_id": 3135, "txt": ":", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/section/section/pre/code[2]/span/span[2]"}]}, "tags": [], "label": "code", "web_segment_id": 147, "global_sentence_id": 275, "edu_l1_label": "EDU_O"}, {"txt": "{\"txt_counter\":", "language": "chinese", "position": {"atoms": [{"position_id": 3137, "txt": "{", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/section[15]/section/section/pre/code[2]/span/span[3]"}, {"position_id": 3139, "txt": "\"txt_counter\"", "x": 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{"txt": "更重要的是生态，基于统一标准下构筑的生态也会正向的促进整个领域的发展。", "language": "chinese", "position": {"atoms": [{"position_id": 3262, "txt": "更重要的是生态，基于统一标准下构筑的生态也会正向的促进整个领域的发展。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 316, "edu_l1_label": "IOS"}, {"txt": "我们可以看看MCP工具平台：", "language": "chinese", "position": {"atoms": [{"position_id": 3263, "txt": "我们可以看看MCP工具平台：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span[1]/span/span"}]}, "tags": [], "label": "content", "web_segment_id": 167, "global_sentence_id": 317, "edu_l1_label": "IOS"}, {"txt": "https://mcp.so/", "language": "chinese", "position": {"atoms": [{"position_id": 3265, "txt": "https://mcp.so/", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span[2]/span/span"}, {"position_id": 3267, "txt": "", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[2]/p[50]/span[3]/span/span"}]}, "tags": [], 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# 一文讲透MCP的原理及实践 ## MCP是什么 ## MCP 架构 ## 为什么需要 MCP 呢？ ## MCP原理 ### VS Function Call ### 模型如何智能选择Agent/工具 ### 工具执行与结果反馈机制 ## MCP Server 开发实践 ### 1、使用 LLM 构建 MCP 的最佳实践 #### 1.引入 domain knowledge （说人话就是，告诉他一些 MCP Server 开发的范例和资料） #### 2.描述你的需求 ### 2、手动实践 #### Step1. 前置工作 #### Step2. 环境配置 #### Step3. 构造一个 prompt #### Step4. 实现 MCP Server #### Step5. 测试 MCP Server #### Step6. 接入 Claude #### Step7. 实际使用 ### 3、MCP Server Debug ## 总结
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"一般来说，如果你购买了一份基因检测智力的产品，那过不了多久，你就会收到一份基因检测的套件。", "language": "chinese", "position": {"atoms": [{"position_id": 425, "txt": "一般来说，如果你购买了一份基因检测智力的产品，那过不了多久，你就会收到一份基因检测的套件。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "你只需要按照说明书的指引进行操作，然后将样本送回实验室。", "language": "chinese", "position": {"atoms": [{"position_id": 426, "txt": "你只需要按照说明书的指引进行操作，然后将样本送回实验室。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "之后，工作人员开始着手处理它。", "language": "chinese", "position": {"atoms": [{"position_id": 427, "txt": "之后，工作人员开始着手处理它。", "x": 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[5]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 54, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "这一步是基因检测的核心步骤，目的是放大与智商相关的特定基因片段，使其能够在检测中被观察到。", "language": "chinese", "position": {"atoms": [{"position_id": 433, "txt": "这一步是基因检测的核心步骤，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[5]/span/strong"}, {"position_id": 435, "txt": "目的是放大与智商相关的特定基因片段，使其能够在检测中被观察到。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[5]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 54, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "一般来说，商家会选择多种与智商相关的基因进行扩增，比如：", "language": "chinese", "position": {"atoms": [{"position_id": 437, "txt": "一般来说，商家会选择多种与智商相关的基因进行扩增，比如：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "COMT和MCPH1基因。", "language": "chinese", "position": {"atoms": [{"position_id": 438, "txt": "COMT和MCPH1基因。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "其中，COMT基因与大脑的前额叶皮层有关，这一区域与认知控制和情绪调节密切相关；", "language": "chinese", "position": {"atoms": [{"position_id": 439, "txt": "其中，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[7]/span"}, {"position_id": 441, "txt": "COMT基因与大脑的前额叶皮层有关，这一区域与认知控制和情绪调节密切相关；", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[7]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 55, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "而MCPH1基因则与大脑皮层的发育有关，影响大脑体积和神经发展。", "language": "chinese", "position": {"atoms": [{"position_id": 442, "txt": "而MCPH1基因则与大脑皮层的发育有关，影响大脑体积和神经发展。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[7]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 55, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "这些基因的突变可能会影响智力的发展，因此它们成为了基因检测中的关键目标。", "language": "chinese", "position": {"atoms": [{"position_id": 444, "txt": "这些基因的突变可能会影响智力的发展，因此它们成为了基因检测中的关键目标。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[7]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 55, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "PCR扩增完成后，使用荧光定量PCR仪对样本进行分析。", "language": "chinese", "position": {"atoms": [{"position_id": 446, "txt": "PCR扩增完成后，", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[9]/span"}, {"position_id": 448, "txt": "使用荧光定量PCR仪对样本进行分析。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[9]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 56, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "根据判断，实验人员能够确定样本中 COMT和MCPH1基因的变异类型，并得出一个基因评分。", "language": "chinese", "position": {"atoms": [{"position_id": 450, "txt": "根据判断，实验人员能够确定样本中 COMT和MCPH1基因的变异类型，并得出一个基因评分。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[9]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 56, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "最终，基因检测报告会综合样本的基因评分，给出关于智力遗传特性的分析。", "language": "chinese", "position": {"atoms": [{"position_id": 451, "txt": "最终，基因检测报告会综合样本的基因评分，给出关于智力遗传特性的分析。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[9]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 56, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "商家的这种方法简单来说，就是根据单个基因预测性状。", "language": "chinese", "position": {"atoms": [{"position_id": 453, "txt": "商家的这种方法简单来说，就是根据单个基因预测性状。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "这种操作较为简单，突出一个字：", "language": "chinese", "position": {"atoms": [{"position_id": 454, "txt": "这种操作较为简单，突出一个字：", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "快！", "language": "chinese", "position": {"atoms": [{"position_id": 455, "txt": "快！", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "它主要依赖于PCR扩增技术，针对特定基因的突变位点进行检测。", "language": "chinese", "position": {"atoms": [{"position_id": 456, "txt": "它主要依赖于PCR扩增技术，针对特定基因的突变位点进行检测。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "它的目标是通过DNA分析直接识别出目标基因是否存在特定变异，并通过这种单基因分析来预测学习能力的潜在问题。", "language": "chinese", "position": {"atoms": [{"position_id": 457, "txt": "它的目标是通过DNA分析直接识别出目标基因是否存在特定变异，并通过这种单基因分析来预测学习能力的潜在问题。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[13]/section/section[2]/section[1]/section[2]/section[11]/span"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 36, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/unhmH31kHkYzgSAT2gSduV.gif", "language": "chinese", "position": {"atoms": [{"position_id": 140, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/unhmH31kHkYzgSAT2gSduV.gif", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[15]/section/section/section[1]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 58, "global_sentence_id": 37, "edu_l1_label": "EDU_O"}, {"txt": "单个基因预测", "language": "chinese", "position": {"atoms": [{"position_id": 459, "txt": "单个基因预测", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[15]/section/section/section[2]/section[1]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 59, "global_sentence_id": 38, "edu_l1_label": "BOS"}, {"txt": "某方面性状靠谱吗？", "language": "chinese", "position": {"atoms": [{"position_id": 461, "txt": "某方面性状靠谱吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[15]/section/section/section[2]/section[2]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 60, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "问题来了，单个基因预测某方面的性状，靠谱吗？", "language": "chinese", "position": {"atoms": [{"position_id": 463, "txt": "问题来了，单个基因预测某方面的性状，靠谱吗？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 61, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "可以肯定地说，不靠谱。", "language": "chinese", "position": {"atoms": [{"position_id": 465, "txt": "可以肯定地说，不靠谱。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "因为单个基因往往只能影响智力的一小部分，无法完整解释智力的差异。", "language": "chinese", "position": {"atoms": [{"position_id": 466, "txt": "因为单个基因往往只能影响智力的一小部分，无法完整解释智力的差异。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "智力的形成不仅仅由一个或几个基因控制，而是通过多个基因以及这些基因与环境因素的相互作用共同决定的。", "language": "chinese", "position": {"atoms": [{"position_id": 468, "txt": "智力的形成不仅仅由一个或几个基因控制，而是通过多个基因以及这些基因与环境因素的相互作用共同决定的。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[3]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 62, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "还是以COMT为例，COMT基因有Val型（高活性型）、Met型（低活性型）等。", "language": "chinese", "position": {"atoms": [{"position_id": 470, "txt": "还是以COMT为例，COMT基因有Val型（高活性型）、Met型（低活性型）等。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "研究发现，Met 型可能与较好的工作记忆表现相关。", "language": "chinese", "position": {"atoms": [{"position_id": 471, "txt": "研究发现，Met 型可能与较好的工作记忆表现相关。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "然而，根据2005年Andreas Meyer-Lindenberg 的研究显示，COMT基因Val158Met变异确实对大脑前额叶皮层的活动有一定的影响，尤其在需要高认知负荷的任务中。", "language": "chinese", "position": {"atoms": [{"position_id": 473, "txt": "然而，根据2005年Andreas Meyer-Lindenberg 的研究显示，COMT基因Val158Met变异确实对大脑前额叶皮层的活动有一定的影响，尤其在需要高认知负荷的任务中。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "然而，这种影响是微弱的，并且主要依赖于任务的性质和认知负荷，在低负荷任务中几乎没有差异。", "language": "chinese", "position": {"atoms": [{"position_id": 474, "txt": "然而，这种影响是微弱的，并且主要依赖于任务的性质和认知负荷，在低负荷任务中几乎没有差异。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "研究也表明，基因与环境的交互作用在认知表现中起到了至关重要的作用，因此，单一基因的影响并不足以全面解释个体的认知能力。", "language": "chinese", "position": {"atoms": [{"position_id": 475, "txt": "研究也表明，基因与环境的交互作用在认知表现中起到了至关重要的作用，因此，单一基因的影响并不足以全面解释个体的认知能力。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[17]/section/section[2]/section[1]/section[2]/section[7]/span"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/unhmH31kHkYzgSAT2gSduV.gif", "language": "chinese", "position": {"atoms": [{"position_id": 187, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/unhmH31kHkYzgSAT2gSduV.gif", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[19]/section/section/section[1]/section/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 65, "global_sentence_id": 49, "edu_l1_label": "EDU_O"}, {"txt": "不止单基因检测", "language": "chinese", "position": {"atoms": [{"position_id": 477, "txt": "不止单基因检测", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[19]/section/section/section[2]/p[1]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 66, "global_sentence_id": 50, "edu_l1_label": "BOS"}, {"txt": "多基因检测也不靠谱", "language": "chinese", "position": {"atoms": [{"position_id": 479, "txt": "多基因检测也不靠谱", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[19]/section/section/section[2]/p[2]/span/strong"}]}, "tags": ["strong"], "label": "title1", "web_segment_id": 67, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "当然也有一些商家会利用多基因检测法来评估。", "language": "chinese", "position": {"atoms": [{"position_id": 481, "txt": "当然也有一些商家会利用多基因检测法来评估。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "但事实证明，多基因检测预测智商的方法依然不是非常靠谱。", "language": "chinese", "position": {"atoms": [{"position_id": 482, "txt": "但事实证明，多基因检测预测智商的方法依然不是非常靠谱。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "2018年，Savage的研究结果仍表明，多基因评分的解释能力有限。", "language": "chinese", "position": {"atoms": [{"position_id": 483, "txt": "2018年，Savage的研究结果仍表明，多基因评分的解释能力有限。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "该研究使用了来自多个大型GWAS的智力相关数据，并整合了来自不同人群的基因型数据，总样本量达到了28万人。", "language": "chinese", "position": {"atoms": [{"position_id": 484, "txt": "该研究使用了来自多个大型GWAS的智力相关数据，并整合了来自不同人群的基因型数据，总样本量达到了28万人。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[1]/span"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "结果发现，多基因评分能够解释智力差异的约5%到10%，也就是说，通过基因评分，研究者能够预测个体在群体中的智力差异的一小部分。", "language": "chinese", "position": {"atoms": [{"position_id": 486, "txt": "结果发现，多基因评分能够解释智力差异的约5%到10%，也就是说，通过基因评分，研究者能够预测个体在群体中的智力差异的一小部分。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[3]/span"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "这是一个相对较小的解释力，意味着尽管有大量与智力相关的基因，基因本身的贡献仍然很有限。", "language": "chinese", "position": {"atoms": [{"position_id": 488, "txt": "这是一个相对较小的解释力，意味着尽管有大量与智力相关的基因，基因本身的贡献仍然很有限。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[3]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 69, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "研究还表明，约90%的智力差异不能通过多基因评分解释。", "language": "chinese", "position": {"atoms": [{"position_id": 490, "txt": "研究还表明，约90%的智力差异不能通过多基因评分解释。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[5]/span"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "这些差异很可能与环境因素（如教育、家庭背景、社会经济状态等）有关。", "language": "chinese", "position": {"atoms": [{"position_id": 492, "txt": "这些差异很可能与环境因素（如教育、家庭背景、社会经济状态等）有关。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[5]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 70, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "这强调了环境对智力的决定性作用，以及基因与环境相互作用在智力形成中的重要性。", "language": "chinese", "position": {"atoms": [{"position_id": 493, "txt": "这强调了环境对智力的决定性作用，以及基因与环境相互作用在智力形成中的重要性。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[5]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 70, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "基因可能为个体提供某种潜力，但环境因素在智力的最终表现中同样起着关键作用。", "language": "chinese", "position": {"atoms": [{"position_id": 495, "txt": "基因可能为个体提供某种潜力，但环境因素在智力的最终表现中同样起着关键作用。", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[21]/section/section[2]/section[1]/section[2]/section[5]/span/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 70, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "从当前的研究结果来看", "language": "chinese", "position": {"atoms": [{"position_id": 497, "txt": "从当前的研究结果来看", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[23]/span"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "基因检测并不能准确预测智商", "language": "chinese", "position": {"atoms": [{"position_id": 499, "txt": "基因检测并不能准确预测智商", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[24]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 72, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "虽然基因对智力有显著影响", "language": "chinese", "position": {"atoms": [{"position_id": 501, "txt": "虽然基因对智力有显著影响", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[25]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 73, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "但基因检测只能预测智力差异的一部分", "language": "chinese", "position": {"atoms": [{"position_id": 503, "txt": "但基因检测只能预测智力差异的一部分", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[26]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 74, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "且精度仍然较低", "language": "chinese", "position": {"atoms": [{"position_id": 505, "txt": "且精度仍然较低", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[27]/span"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "智力的形成是基因与环境共同作用的结果", "language": "chinese", "position": {"atoms": [{"position_id": 507, "txt": "智力的形成是基因与环境共同作用的结果", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[28]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 76, "global_sentence_id": 67, "edu_l1_label": "IOS"}, {"txt": "环境因素在其中扮演着不可忽视的角色", "language": "chinese", "position": {"atoms": [{"position_id": 509, "txt": "环境因素在其中扮演着不可忽视的角色", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[29]/strong/span"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 77, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "即便你做了基因检测，收到了检测报告", "language": "chinese", "position": {"atoms": [{"position_id": 511, "txt": "即便你做了基因检测，收到了检测报告", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[30]/span"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "也不应该视其为命运的判决书", "language": "chinese", "position": {"atoms": [{"position_id": 513, "txt": "也不应该视其为命运的判决书", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[31]/span"}]}, "tags": [], "label": "content", "web_segment_id": 79, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "而应视其为打开潜能的路线图", "language": "chinese", "position": {"atoms": [{"position_id": 515, "txt": "而应视其为打开潜能的路线图", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[32]/span"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "人类智慧的真正密码", "language": "chinese", "position": {"atoms": [{"position_id": 517, "txt": "人类智慧的真正密码", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[33]/span"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "永远写在不断突破的求知路上", "language": "chinese", "position": {"atoms": [{"position_id": 519, "txt": "永远写在不断突破的求知路上", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[1]/section[34]/span"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "近期热门视频", "language": "chinese", "position": {"atoms": [{"position_id": 521, "txt": "近期热门视频", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section[1]/section/section/section/p[1]/span/em/strong"}]}, "tags": ["em", "strong"], "label": "O", "web_segment_id": 83, "global_sentence_id": 74, "edu_l1_label": "EDU_O"}, {"txt": "更多精彩视频，尽在人民网科普视频号，欢迎关注~", "language": "chinese", "position": {"atoms": [{"position_id": 523, "txt": "更多精彩视频，尽在人民网科普视频号，欢迎关注~", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section[1]/section/section/section/p[3]/span/strong"}]}, "tags": ["strong"], "label": "O", "web_segment_id": 84, "global_sentence_id": 75, "edu_l1_label": "EDU_O"}, {"txt": "<img https://mmbiz.qpic.cn/mmbiz_gif/DiaNZoXKtiaYZ0LFADMeYWn5BgoROAZzata3sKgWWOPVaxf9IYps0kpTjsMqTzblbQwPDbnfJJYqx2rCRNmDic0fA/640?wx_fmt=gif&from=appmsg", "language": "chinese", "position": {"atoms": [{"position_id": 284, "txt": "<img 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"/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/p[5]/a/span"}, {"position_id": 533, "txt": "现这10种疼痛，不要硬扛，恐是大病前兆", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/p[5]/a/span"}]}, "tags": [], "label": "O", "web_segment_id": 89, "global_sentence_id": 80, "edu_l1_label": "EDU_O"}, {"txt": "正月为何不能理发？", "language": "chinese", "position": {"atoms": [{"position_id": 535, "txt": "正月为何不能理发？", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/p[8]/a/span"}]}, "tags": [], "label": "O", "web_segment_id": 90, "global_sentence_id": 81, "edu_l1_label": "EDU_O"}, {"txt": "这个答案，很多人都不知道", "language": "chinese", "position": {"atoms": [{"position_id": 536, "txt": "这个答案，很多人都不知道", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/p[8]/a/span"}]}, "tags": [], "label": "O", "web_segment_id": 90, "global_sentence_id": 82, "edu_l1_label": "EDU_O"}, {"txt": "责编丨张雯    编辑丨马凡舒（实习生）", "language": "chinese", "position": {"atoms": [{"position_id": 538, "txt": "责编丨张雯    编辑丨马凡舒（实习生）", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section[7]"}]}, "tags": [], "label": "author", "web_segment_id": 91, "global_sentence_id": 83, "edu_l1_label": "EDU_O"}, {"txt": "来源丨健康海淀综合自科普中国", "language": "chinese", "position": {"atoms": [{"position_id": 540, "txt": "来源丨健康海淀综合自科普中国", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/section[8]"}]}, "tags": [], "label": "source", "web_segment_id": 92, "global_sentence_id": 84, "edu_l1_label": "EDU_O"}, {"txt": "<img https://mmbiz.qpic.cn/mmbiz_gif/DiaNZoXKtiaYZ0LFADMeYWn5BgoROAZzatQgCEQnYfmD1E012DZm64ygibq4z9TtHGBUTfib2XppicF7xicxoFE9n99A/640?wx_fmt=gif", "language": "chinese", "position": {"atoms": [{"position_id": 355, "txt": "<img https://mmbiz.qpic.cn/mmbiz_gif/DiaNZoXKtiaYZ0LFADMeYWn5BgoROAZzatQgCEQnYfmD1E012DZm64ygibq4z9TtHGBUTfib2XppicF7xicxoFE9n99A/640?wx_fmt=gif", "x": "/html/body/div[2]/div[2]/div[2]/div/div[1]/div[3]/section[2]/p[11]/img"}]}, "tags": ["img"], "label": "O", "web_segment_id": 93, "global_sentence_id": 85, "edu_l1_label": "EDU_O"}, {"txt": " 人民网科普 ", "language": "chinese", "position": {"atoms": [{"position_id": 542, "txt": "\n 人民网科普 ", "x": "/html/body/div[4]/div[2]/div[2]/div[1]/div[1]/div/div/div/div/div[2]/div/div"}]}, "tags": [], "label": "O", "web_segment_id": 111, "global_sentence_id": 86, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 仅靠一点唾液断天才？基因检测这事儿到底靠不靠谱？ ## 基因检测测智商是怎么操作的？ ## 单个基因预测某方面性状靠谱吗？ ## 不止单基因检测多基因检测也不靠谱
6a82af5d-9dbe-4330-8deb-301661ebf30d
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test/raw_pdf_files/6a82af5d-9dbe-4330-8deb-301661ebf30d.pdf
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22, "edu_l1_label": "EDU_O"}, {"txt": "figure", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2100000, "bbox": [[0.176, 0.767, 0.297, 0.853]]}]}, "tags": ["figure"], "label": "figure", "web_segment_id": 23, "global_sentence_id": 23, "edu_l1_label": "EDU_O"}, {"txt": "事项：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2200000, "bbox": [[0.434, 0.207, 0.482, 0.22]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 24, "global_sentence_id": 24, "edu_l1_label": "BOS"}, {"txt": "绝味食品发布2024年年报，全年实现营业收入62.57亿元，同比减少13.84%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.434, 0.231, 0.942, 0.241]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 25, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "归母净利润2.27亿元，同比减少34.04％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.435, 0.249, 0.713, 0.259]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 25, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "公司拟向全体股东每10股派3.3元（含税）。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.713, 0.249, 0.949, 0.259], [0.439, 0.266, 0.503, 0.277]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 25, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "公司同时发布2025年一季报，25Q1实现营业收入15.01亿元，同比减少11.47%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.503, 0.266, 0.949, 0.277], [0.435, 0.285, 0.535, 0.295]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 25, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "归母净利润1.20亿元，同比减少27.29％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2300000, "bbox": [[0.535, 0.285, 0.813, 0.295]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 25, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "平安观点：", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2400000, "bbox": [[0.433, 0.303, 0.523, 0.317]]}]}, "tags": ["title"], "label": "title1", "web_segment_id": 26, "global_sentence_id": 30, "edu_l1_label": "BOS"}, {"txt": "毛利率提升，净利率下滑。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2500000, "bbox": [[0.471, 0.327, 0.645, 0.338]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 27, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "2024年公司销售毛利率为30.53%，同比提升5.76pct，主要受益于鸭副等原材料价格回落及供应链效率优化。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], 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"position_id": 2600000, "bbox": [[0.802, 0.431, 0.948, 0.441], [0.472, 0.449, 0.949, 0.459], [0.471, 0.467, 0.639, 0.476]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 28, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "鲜货类中，禽类制品作为核心品类实现收入37.34亿元，同比减少16.62%；", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2600000, "bbox": [[0.639, 0.467, 0.949, 0.477], [0.47, 0.486, 0.689, 0.494]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 28, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "蔬菜产品收入6.12亿元，同比减少9.94％。", "language": "chinese", "position": {"pdf_position": [{"page_number": 0, "shape": [1650, 1275], "position_id": 2600000, "bbox": [[0.689, 0.486, 0.948, 0.494], [0.47, 0.503, 0.523, 0.512]]}]}, "tags": ["text"], "label": "content", "web_segment_id": 28, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "非鲜货类中，包装产品实现收入3.65亿元，同比增长29.13%，表现亮眼；", "language": "chinese", 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# 绝味食品（603517.SH）24年经营依然承压，25年向上求突破 ## 事项： ## 平安观点： ### 毛利率提升，净利率下滑。 ### 鲜货类同比下滑，主因门店数量减少及单店承压。 ### 区域市场普遍收缩，25年积极求变。 ### 财务预测与估值： ### 风险提示： #### 1、宏观经济疲软的风险： #### 2、重大食品安全事件的风险： #### 3、原料价格上涨风险：
cbe23333-e406-470a-a66f-acc0d053e9f3
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test/raw_web_htmls/cbe23333-e406-470a-a66f-acc0d053e9f3.html
https://www.huxiu.com/article/4144558.html?f=rss
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"position": {"atoms": [{"position_id": 304, "txt": "折叠屏，早该改了", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[17]"}]}, "tags": [], "label": "title1", "web_segment_id": 16, "global_sentence_id": 13, "edu_l1_label": "BOS"}, {"txt": "在讨论“阔折叠”能带来何种体验转变之前，先放一个“暴论”：", "language": "chinese", "position": {"atoms": [{"position_id": 306, "txt": "在讨论“阔折叠”能带来何种体验转变之前，先放一个“暴论”：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[19]"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "华为与三星，这两家最早投身于折叠屏研发的厂商，早期或多或少都把折叠屏的科技树带歪了。", "language": "chinese", "position": {"atoms": [{"position_id": 308, "txt": "华为与三星，这两家最早投身于折叠屏研发的厂商，早期或多或少都把折叠屏的科技树带歪了。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[21]"}]}, "tags": [], "label": "content", "web_segment_id": 20, "global_sentence_id": 15, "edu_l1_label": "IOS"}, {"txt": "回顾下两家公司推出的首款折叠屏手机——Mate X与Galaxy Fold，它们都采用横向折叠的开合方式和近乎1：", "language": "chinese", "position": {"atoms": [{"position_id": 310, "txt": "回顾下两家公司推出的首款折叠屏手机——Mate X与Galaxy Fold，它们都采用横向折叠的开合方式和近乎1：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[23]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "1的大屏比例，这种经典的机身构型直到今天仍被各家所使用。", "language": "chinese", "position": {"atoms": [{"position_id": 311, "txt": "1的大屏比例，这种经典的机身构型直到今天仍被各家所使用。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[23]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "诚然，在折叠屏产业链一穷二白的2019年，选择这种四四方方的屏幕比例，属于设计上的妥协，但在产业链高度发达的今天，这种构型真的很难算得上是最优解。", "language": "chinese", "position": {"atoms": [{"position_id": 313, "txt": "诚然，在折叠屏产业链一穷二白的2019年，选择这种四四方方的屏幕比例，属于设计上的妥协，但在产业链高度发达的今天，这种构型真的很难算得上是最优解。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[25]"}]}, "tags": [], "label": "content", "web_segment_id": 24, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "一个最简单的道理是，自打显像管电视被发明以来，主流的屏幕比例经历过4:", "language": "chinese", "position": {"atoms": [{"position_id": 315, "txt": "一个最简单的道理是，自打显像管电视被发明以来，主流的屏幕比例经历过4:", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 19, "edu_l1_label": "IOS"}, {"txt": "3到16：", "language": "chinese", "position": {"atoms": [{"position_id": 316, "txt": "3到16：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 20, "edu_l1_label": "IOS"}, {"txt": "9，再到16：", "language": "chinese", "position": {"atoms": [{"position_id": 317, "txt": "9，再到16：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "10及21：", "language": "chinese", "position": {"atoms": [{"position_id": 318, "txt": "10及21：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "9的变化，但从始至终就没有出现过1：", "language": "chinese", "position": {"atoms": [{"position_id": 319, "txt": "9的变化，但从始至终就没有出现过1：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 23, "edu_l1_label": "IOS"}, {"txt": "1比例的应用。", "language": "chinese", "position": {"atoms": [{"position_id": 320, "txt": "1比例的应用。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[27]"}]}, "tags": [], "label": "content", "web_segment_id": 26, "global_sentence_id": 24, "edu_l1_label": "IOS"}, {"txt": "而智能手机本质上也是一台显示终端。", "language": "chinese", "position": {"atoms": [{"position_id": 322, "txt": "而智能手机本质上也是一台显示终端。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[29]"}]}, "tags": [], "label": "content", "web_segment_id": 28, "global_sentence_id": 25, "edu_l1_label": "IOS"}, {"txt": "所以我们可以看到，在传统折叠屏手机上，无论是影音场景、游戏场景还是轻办公场景，总是感觉画面不够协调，同时面积翻倍的屏幕并没有让信息呈现增加多少。", "language": "chinese", "position": {"atoms": [{"position_id": 324, "txt": "所以我们可以看到，在传统折叠屏手机上，无论是影音场景、游戏场景还是轻办公场景，总是感觉画面不够协调，同时面积翻倍的屏幕并没有让信息呈现增加多少。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[31]"}]}, "tags": [], "label": "content", "web_segment_id": 30, "global_sentence_id": 26, "edu_l1_label": "IOS"}, {"txt": "最后厂商们把优化方向锁定在“多任务处理”上，但对于大多数用户而言，手机上的同屏多任务处理，可能算不上一个必备选项。", "language": "chinese", "position": {"atoms": [{"position_id": 326, "txt": "最后厂商们把优化方向锁定在“多任务处理”上，但对于大多数用户而言，手机上的同屏多任务处理，可能算不上一个必备选项。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[33]"}]}, "tags": [], "label": "content", "web_segment_id": 32, "global_sentence_id": 27, "edu_l1_label": "IOS"}, {"txt": "去年，华为发布的“三折叠”算是对这个问题做出了一次修正。", "language": "chinese", "position": {"atoms": [{"position_id": 328, "txt": "去年，华为发布的“三折叠”算是对这个问题做出了一次修正。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 34, "global_sentence_id": 28, "edu_l1_label": "IOS"}, {"txt": "其接近3：", "language": "chinese", "position": {"atoms": [{"position_id": 330, "txt": "其接近3：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 29, "edu_l1_label": "IOS"}, {"txt": "2的屏幕比例，让上述场景在折叠屏上得到了很好的释放，但其复杂且精密的机身机构带来的高成本，让“三折叠”短时间内注定无法成为一个“走量”的构型。", "language": "chinese", "position": {"atoms": [{"position_id": 331, "txt": "2的屏幕比例，让上述场景在折叠屏上得到了很好的释放，但其复杂且精密的机身机构带来的高成本，让“三折叠”短时间内注定无法成为一个“走量”的构型。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[37]"}]}, "tags": [], "label": "content", "web_segment_id": 36, "global_sentence_id": 30, "edu_l1_label": "IOS"}, {"txt": "而今天发布的Pura X，其实可以看作是“三折叠”的另外一种低成本方案。", "language": "chinese", "position": {"atoms": [{"position_id": 333, "txt": "而今天发布的Pura X，其实可以看作是“三折叠”的另外一种低成本方案。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[39]"}]}, "tags": [], "label": "content", "web_segment_id": 38, "global_sentence_id": 31, "edu_l1_label": "IOS"}, {"txt": "它所采用的16：", "language": "chinese", "position": {"atoms": [{"position_id": 335, "txt": "它所采用的16：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 32, "edu_l1_label": "IOS"}, {"txt": "10屏幕比例，在观看视频时会比直板机增加30%的显示面积，如果是观看16：", "language": "chinese", "position": {"atoms": [{"position_id": 336, "txt": "10屏幕比例，在观看视频时会比直板机增加30%的显示面积，如果是观看16：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 33, "edu_l1_label": "IOS"}, {"txt": "9的视频，屏幕上下方几乎没有黑边；", "language": "chinese", "position": {"atoms": [{"position_id": 337, "txt": "9的视频，屏幕上下方几乎没有黑边；", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 34, "edu_l1_label": "IOS"}, {"txt": "在图片显示时，显示面积也能提升60%。", "language": "chinese", "position": {"atoms": [{"position_id": 338, "txt": "在图片显示时，显示面积也能提升60%。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[41]"}]}, "tags": [], "label": "content", "web_segment_id": 40, "global_sentence_id": 35, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1yEfUO3SXTkS1XVnv229WIoV.png", "language": "chinese", "position": {"atoms": [{"position_id": 230, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/1yEfUO3SXTkS1XVnv229WIoV.png", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[43]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 41, "global_sentence_id": 36, "edu_l1_label": "EDU_O"}, {"txt": "另外值得重点说下的是，这款手机的阅读场景和办公场景。", "language": "chinese", "position": {"atoms": [{"position_id": 340, "txt": "另外值得重点说下的是，这款手机的阅读场景和办公场景。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 43, "global_sentence_id": 37, "edu_l1_label": "IOS"}, {"txt": "在2005年-2009年期间，16：", "language": "chinese", "position": {"atoms": [{"position_id": 342, "txt": "在2005年-2009年期间，16：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 38, "edu_l1_label": "IOS"}, {"txt": "10的屏幕比例是全球液晶显示屏中最畅销的比例，它被认为适合文字处理等工作。", "language": "chinese", "position": {"atoms": [{"position_id": 343, "txt": "10的屏幕比例是全球液晶显示屏中最畅销的比例，它被认为适合文字处理等工作。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 39, "edu_l1_label": "IOS"}, {"txt": "后续随着影音、游戏的需求增加，16：", "language": "chinese", "position": {"atoms": [{"position_id": 344, "txt": "后续随着影音、游戏的需求增加，16：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 40, "edu_l1_label": "IOS"}, {"txt": "10的屏幕逐渐被21：", "language": "chinese", "position": {"atoms": [{"position_id": 345, "txt": "10的屏幕逐渐被21：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 41, "edu_l1_label": "IOS"}, {"txt": "9替代，但在今天的Macbook上，我们可以看到各产品线依旧沿用这个比例。", "language": "chinese", "position": {"atoms": [{"position_id": 346, "txt": "9替代，但在今天的Macbook上，我们可以看到各产品线依旧沿用这个比例。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 45, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "在Pura X上，16：", "language": "chinese", "position": {"atoms": [{"position_id": 348, "txt": "在Pura X上，16：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 43, "edu_l1_label": "IOS"}, {"txt": "10屏幕的这个特性被再次放大。", "language": "chinese", "position": {"atoms": [{"position_id": 349, "txt": "10屏幕的这个特性被再次放大。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 47, "global_sentence_id": 44, "edu_l1_label": "IOS"}, {"txt": "就拿阅读场景来说，在传统纸质书上，长宽比大约为1.4：", "language": "chinese", "position": {"atoms": [{"position_id": 351, "txt": "就拿阅读场景来说，在传统纸质书上，长宽比大约为1.4：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 45, "edu_l1_label": "IOS"}, {"txt": "1，直板手机文字界面的长宽比为2.2：", "language": "chinese", "position": {"atoms": [{"position_id": 352, "txt": "1，直板手机文字界面的长宽比为2.2：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 46, "edu_l1_label": "IOS"}, {"txt": "1，而Pura X在竖屏显示的状态下，文字界面的长宽比为1.6：", "language": "chinese", "position": {"atoms": [{"position_id": 353, "txt": "1，而Pura X在竖屏显示的状态下，文字界面的长宽比为1.6：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 47, "edu_l1_label": "IOS"}, {"txt": "1，观感上已十分接近纸质书。", "language": "chinese", "position": {"atoms": [{"position_id": 354, "txt": "1，观感上已十分接近纸质书。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 49, "global_sentence_id": 48, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3hqbqt35eszE4yXqG32JWcRx.png", "language": "chinese", "position": {"atoms": [{"position_id": 242, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3hqbqt35eszE4yXqG32JWcRx.png", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[53]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 50, "global_sentence_id": 49, "edu_l1_label": "EDU_O"}, {"txt": "另外，华为还为Pura X设计了“AI眼动翻页”功能，当用户在“华为阅读”应用上开启这项功能后，系统便可根据用户眼球的转动做出预判并自动翻书。", "language": "chinese", "position": {"atoms": [{"position_id": 356, "txt": "另外，华为还为Pura X设计了“AI眼动翻页”功能，当用户在“华为阅读”应用上开启这项功能后，系统便可根据用户眼球的转动做出预判并自动翻书。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 50, "edu_l1_label": "IOS"}, {"txt": "再来说下这款手机的价格，在华为折叠屏产品序列中，Pura X定价介于“大折叠”与“小折叠”之间，起售价7499元，典藏版8999元起。", "language": "chinese", "position": {"atoms": [{"position_id": 358, "txt": "再来说下这款手机的价格，在华为折叠屏产品序列中，Pura X定价介于“大折叠”与“小折叠”之间，起售价7499元，典藏版8999元起。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[57]"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "鸿蒙AI，脱胎换骨", "language": "chinese", "position": {"atoms": [{"position_id": 360, "txt": "鸿蒙AI，脱胎换骨", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[59]"}]}, "tags": [], "label": "title1", "web_segment_id": 56, "global_sentence_id": 52, "edu_l1_label": "BOS"}, {"txt": "这次发布的Pura X，还有一个惊喜之处是，它首发搭载了HamonyOS 5系统。", "language": "chinese", "position": {"atoms": [{"position_id": 362, "txt": "这次发布的Pura X，还有一个惊喜之处是，它首发搭载了HamonyOS 5系统。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[61]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "对于这个被称为“纯血鸿蒙”的系统，大众普遍关心的问题有两个。", "language": "chinese", "position": {"atoms": [{"position_id": 364, "txt": "对于这个被称为“纯血鸿蒙”的系统，大众普遍关心的问题有两个。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 60, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "第一个是它的适配问题。", "language": "chinese", "position": {"atoms": [{"position_id": 366, "txt": "第一个是它的适配问题。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[65]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "在脱离安卓兼容框架后，应用市场中数以万计的应用目前迁移进度如何？", "language": "chinese", "position": {"atoms": [{"position_id": 367, "txt": "在脱离安卓兼容框架后，应用市场中数以万计的应用目前迁移进度如何？", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[65]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "余承东在发布会现场表示，目前已有20000个应用和元服务完成HarmonyOS NEXT的适配工作。", "language": "chinese", "position": {"atoms": [{"position_id": 369, "txt": "余承东在发布会现场表示，目前已有20000个应用和元服务完成HarmonyOS NEXT的适配工作。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[67]"}]}, "tags": [], "label": "content", "web_segment_id": 64, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "对于不同类型的应用适配，华为制定了三个“冲刺目标”：", "language": "chinese", "position": {"atoms": [{"position_id": 371, "txt": "对于不同类型的应用适配，华为制定了三个“冲刺目标”：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[69]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "主流应用鸿蒙化提供极致体验、小程序/元服务提供轻量交互、暂未鸿蒙化的长尾应用可轻松获取。", "language": "chinese", "position": {"atoms": [{"position_id": 372, "txt": "主流应用鸿蒙化提供极致体验、小程序/元服务提供轻量交互、暂未鸿蒙化的长尾应用可轻松获取。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[69]"}]}, "tags": [], "label": "content", "web_segment_id": 66, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3av5ed4FGjo54eML5RxwKVS.png", "language": "chinese", "position": {"atoms": [{"position_id": 262, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3av5ed4FGjo54eML5RxwKVS.png", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[71]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 67, "global_sentence_id": 60, "edu_l1_label": "EDU_O"}, {"txt": "另外，从鸿蒙应用商店的更新日志来看，包括字节、腾讯在内的多家公司，旗下的头部应用目前几乎是以“一天一迭代”的速度去更新版本，因此“纯血鸿蒙”的适配问题无需多虑。", "language": "chinese", "position": {"atoms": [{"position_id": 374, "txt": "另外，从鸿蒙应用商店的更新日志来看，包括字节、腾讯在内的多家公司，旗下的头部应用目前几乎是以“一天一迭代”的速度去更新版本，因此“纯血鸿蒙”的适配问题无需多虑。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[73]"}]}, "tags": [], "label": "content", "web_segment_id": 69, "global_sentence_id": 61, "edu_l1_label": "IOS"}, {"txt": "而另一个问题就是鸿蒙AI的进展。", "language": "chinese", "position": {"atoms": [{"position_id": 376, "txt": "而另一个问题就是鸿蒙AI的进展。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 71, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "上个月初， HarmonyOS上的“小艺助手”就已经接入了满血版的DeepSeek-R1大模型，配合华为自研的“盘古大模型”，现在的“小艺”已经完成了一次再进化。", "language": "chinese", "position": {"atoms": [{"position_id": 378, "txt": "上个月初， HarmonyOS上的“小艺助手”就已经接入了满血版的DeepSeek-R1大模型，配合华为自研的“盘古大模型”，现在的“小艺”已经完成了一次再进化。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[77]"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "在发布会现场，华为展示了小艺基于折叠屏的新玩法——AI外屏。", "language": "chinese", "position": {"atoms": [{"position_id": 380, "txt": "在发布会现场，华为展示了小艺基于折叠屏的新玩法——AI外屏。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[79]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "用户可以通过AI外屏与小艺进行沉浸式对话交互。", "language": "chinese", "position": {"atoms": [{"position_id": 382, "txt": "用户可以通过AI外屏与小艺进行沉浸式对话交互。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[81]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "全新小艺语音交互更拟人，能够基于上下文自适应感知用户情绪，调整音调匹配不同语境。", "language": "chinese", "position": {"atoms": [{"position_id": 383, "txt": "全新小艺语音交互更拟人，能够基于上下文自适应感知用户情绪，调整音调匹配不同语境。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[81]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/GujvG1bRP2839rGrz2hV1CY.png", "language": "chinese", "position": {"atoms": [{"position_id": 275, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/GujvG1bRP2839rGrz2hV1CY.png", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[83]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 79, "global_sentence_id": 67, "edu_l1_label": "EDU_O"}, {"txt": "此外，现在的小艺还可以帮忙代接电话：", "language": "chinese", "position": {"atoms": [{"position_id": 385, "txt": "此外，现在的小艺还可以帮忙代接电话：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "提前设定好代接的场景，让小艺去处理那些骚扰电话的同时，还能避免漏接重要来电。", "language": "chinese", "position": {"atoms": [{"position_id": 386, "txt": "提前设定好代接的场景，让小艺去处理那些骚扰电话的同时，还能避免漏接重要来电。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[85]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "而诸如“AI人像精修”、”AI智能帮写”、“游记智能生成”等高频场景下的特点应用，本次也都在HarmonyOS 5系统上完成亮相。", "language": "chinese", "position": {"atoms": [{"position_id": 388, "txt": "而诸如“AI人像精修”、”AI智能帮写”、“游记智能生成”等高频场景下的特点应用，本次也都在HarmonyOS 5系统上完成亮相。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[87]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "最后，还得说下余承东在发布会尾声留下的一个“One More Thing”，搭载原生鸿蒙的PC，将会在今年5月发布。", "language": "chinese", "position": {"atoms": [{"position_id": 390, "txt": "最后，还得说下余承东在发布会尾声留下的一个“One More Thing”，搭载原生鸿蒙的PC，将会在今年5月发布。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[89]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "纯血鸿蒙能否在Windows和MacOS两大铜墙铁壁中撕开一道裂缝？", "language": "chinese", "position": {"atoms": [{"position_id": 391, "txt": "纯血鸿蒙能否在Windows和MacOS两大铜墙铁壁中撕开一道裂缝？", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[89]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 72, "edu_l1_label": "IOS"}, {"txt": "这很值得期待。", "language": "chinese", "position": {"atoms": [{"position_id": 392, "txt": "这很值得期待。", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/p[89]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "文章标题：", "language": "chinese", "position": {"atoms": [{"position_id": 394, "txt": "文章标题：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/div/p[1]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 74, "edu_l1_label": "EDU_O"}, {"txt": "华为三折叠，还不是尽头？", "language": "chinese", "position": {"atoms": [{"position_id": 395, "txt": "华为三折叠，还不是尽头？", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/div/p[1]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 75, "edu_l1_label": "EDU_O"}, {"txt": "文章链接：", "language": "chinese", "position": {"atoms": [{"position_id": 397, "txt": "文章链接：", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/div/p[2]"}]}, "tags": [], "label": "O", "web_segment_id": 86, "global_sentence_id": 76, "edu_l1_label": "EDU_O"}, {"txt": "https://www.huxiu.com/article/4144558.html", "language": "chinese", "position": {"atoms": [{"position_id": 398, "txt": "https://www.huxiu.com/article/4144558.html", "x": "/html/body/div[3]/div/div/div/div/div[1]/section/div/div/div[1]/div[4]/div/div/p[2]"}]}, "tags": [], "label": "O", "web_segment_id": 86, "global_sentence_id": 77, "edu_l1_label": "EDU_O"}], "type": "WEB"}
# 华为三折叠，还不是尽头？ ## 折叠屏，早该改了 ## 鸿蒙AI，脱胎换骨