{"id":"W4388367461","doi":"10.1093/oso/9780195300277.002.0004","title":"Preface","year":2009,"lang":"en","type":"other","venue":"","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002575322,0.0009286923,0.001023495,0.01103654,0.002533193,0.004530771,0.001274426,0.001329411,0.5560136],"category_scores_gemma":[0.01680353,0.0003489817,0.0004771716,0.01004465,0.0007550289,0.002450911,0.001905636,0.002540669,0.3565882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002909704,"about_ca_system_score_gemma":0.004649208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160088,"about_ca_topic_score_gemma":0.02158855,"domain_scores_codex":[0.9985734,0.0002288365,0.0001204122,0.000150414,0.0008119423,0.0001149342],"domain_scores_gemma":[0.9872021,0.002277165,0.0004093766,0.001201631,0.007537618,0.00137198],"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":[0.000004782635,0.000005521024,0.00003008293,0.00003894339,4.225217e-7,0.000006206875,0.0000200888,0.00001023443,0.00001089653,0.001864058,0.9889153,0.009093543],"study_design_scores_gemma":[0.000002519377,0.000002971892,0.0004650342,0.00009835071,9.50993e-7,0.00001263288,0.00005250385,0.00001576942,0.00001939544,0.001175768,0.9981515,0.000002723432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004828687,0.00464547,0.001700522,0.01950035,0.08930565,0.0004400928,0.03977892,0.0007884242,0.8433577],"genre_scores_gemma":[0.001600435,0.0024751,0.0005542225,0.001877752,0.01143217,0.0001967623,0.01138829,0.000541961,0.9699333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5560136,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876121386045082,"score_gpt":0.360782597000963,"score_spread":0.3120213831405122,"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."}}