{"id":"W2377710661","doi":"","title":"Research on Extracting Topic Content from News Webpages","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Web page; Information retrieval; Thematic map; World Wide Web; Content (measure theory); Web content; Feature (linguistics); Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279176,0.000701154,0.000743094,0.006950375,0.000845614,0.001437193,0.0006784222,0.0006336129,0.001107556],"category_scores_gemma":[0.004955676,0.0004683711,0.0007475569,0.00619782,0.000418568,0.004047608,0.0003940586,0.0004844114,0.0009945992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003521815,"about_ca_system_score_gemma":0.0007103149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124906,"about_ca_topic_score_gemma":0.002143004,"domain_scores_codex":[0.9989605,0.0001978823,0.0001138134,0.0002582922,0.0003962269,0.00007332691],"domain_scores_gemma":[0.9970847,0.001303556,0.0002205026,0.0002432086,0.001063699,0.00008438686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002298907,0.0002267228,0.01914369,0.001890198,0.0001492408,0.0004902759,0.001628307,0.003164999,0.09569331,0.0038666,0.004279638,0.8692372],"study_design_scores_gemma":[0.0001493059,0.0008309734,0.1014457,0.0007609691,0.001173132,0.004571873,0.003909928,0.2863048,0.4805315,0.01460731,0.105509,0.0002055754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3717454,0.0179817,0.5931021,0.001066391,0.0003114533,0.0005573091,0.001490103,0.002503131,0.01124242],"genre_scores_gemma":[0.4776358,0.01582946,0.4876793,0.0003049767,0.0005397702,0.0004172883,0.006158644,0.0003368555,0.01109791],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006950375,"threshold_uncertainty_score":0.006765008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454054382448359,"score_gpt":0.3790545827980879,"score_spread":0.233649144553252,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}