{"id":"W4235272998","doi":"10.4324/9780203001516_chapter_4","title":"Literature","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001212826,0.0009919183,0.001157693,0.008447963,0.003028337,0.008285073,0.00204501,0.002491537,0.3297257],"category_scores_gemma":[0.008552681,0.0003380286,0.0005032269,0.01288342,0.002043565,0.007947199,0.002781561,0.002896938,0.1433431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004668221,"about_ca_system_score_gemma":0.007806617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00784015,"about_ca_topic_score_gemma":0.0133189,"domain_scores_codex":[0.998601,0.0002103056,0.0001501384,0.0002945212,0.0006420873,0.0001019018],"domain_scores_gemma":[0.9962352,0.0009655624,0.0002269288,0.0003633754,0.001884771,0.0003241727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002001778,0.00001119883,0.00009106676,0.001461314,0.000007107985,0.0001166525,0.0005436771,0.00004351823,0.00007593993,0.0387641,0.8523351,0.1065303],"study_design_scores_gemma":[9.885199e-7,0.000001374221,0.00005894504,0.0009399251,0.000001389795,0.00004289157,0.0001292734,0.000002848223,0.00001306887,0.001436082,0.9973713,0.000001824505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000633764,0.1964388,0.001213899,0.02676375,0.03407347,0.0001235313,0.008053184,0.0002321263,0.7324674],"genre_scores_gemma":[0.00701002,0.1525553,0.001444742,0.01010392,0.005031207,0.0002001673,0.00981122,0.0003214394,0.8135219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3297257,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06341690964757664,"score_gpt":0.3280033760733301,"score_spread":0.2645864664257535,"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."}}