{"id":"W2966071528","doi":"","title":"An accidental expert: Robin Room","year":2012,"lang":"en","type":"article","venue":"Of Substance: The National Magazine on Alcohol, Tobacco and Other Drugs","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accidental; Excellence; Prime minister; Globe; Conversation; Project commissioning; Media studies; Management; Publishing; Sociology; Political science; Medicine; Law; Politics","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":[0.003947251,0.0007537966,0.0009254546,0.0009380839,0.00448743,0.003827222,0.001491421,0.005732668,0.05070865],"category_scores_gemma":[0.02935958,0.0004091946,0.0004860309,0.0004167358,0.001566458,0.004170171,0.001961652,0.01120192,0.01795973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297273,"about_ca_system_score_gemma":0.005411562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006225545,"about_ca_topic_score_gemma":0.01723899,"domain_scores_codex":[0.9964695,0.001099026,0.0002086767,0.000477935,0.001295412,0.000449414],"domain_scores_gemma":[0.9800188,0.002821763,0.0006375601,0.0004400016,0.007644486,0.008437475],"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":[0.00001030707,0.00001109938,0.00007550094,0.00003162862,0.000001510136,0.0002278138,0.0002607791,0.00000628511,0.00005057898,0.0004096408,0.9945391,0.004375787],"study_design_scores_gemma":[0.000008559764,0.00002350141,0.0003111402,0.0002427085,0.000006159396,0.00138345,0.003476813,0.00004490358,0.0001162413,0.0007529181,0.9936052,0.00002841637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001377557,0.008950129,0.0009217563,0.8113503,0.1517219,0.00006284103,0.0001532357,0.0002748339,0.02518741],"genre_scores_gemma":[0.02249749,0.009344142,0.001839078,0.6885623,0.03627779,0.0001871458,0.0001192184,0.000345708,0.2408271],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05070865,"threshold_uncertainty_score":0.1696373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028993669389547,"score_gpt":0.3274536026989296,"score_spread":0.2871636660050342,"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."}}