{"id":"W3134135981","doi":"10.1111/add.15462","title":"WHO should not support alcohol industry co‐regulation of public health labelling","year":2021,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Labelling; Alcohol; Public health; Environmental health; Occupational safety and health; Business; Medicine; Chemistry; Nursing; Biochemistry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002458078,0.00009197173,0.0002402636,0.00009982396,0.00006669716,0.00000983546,0.00002331109,0.000164002,0.0011402],"category_scores_gemma":[0.00005354099,0.00008540902,0.00006944524,0.0002903323,0.00002644512,0.0001575134,0.000007124753,0.0001899421,0.00003039411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354446,"about_ca_system_score_gemma":0.0002645625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001630541,"about_ca_topic_score_gemma":0.00003835468,"domain_scores_codex":[0.9990358,0.00004436287,0.000271857,0.0001726845,0.0002862533,0.0001889926],"domain_scores_gemma":[0.9993783,0.00004489191,0.0001256371,0.0002052057,0.0001371851,0.000108837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007365812,0.0003032512,0.9011751,0.0000460667,0.0002873977,0.0000293469,0.001746282,0.00002235667,0.009022271,0.0007393996,0.01313703,0.07341784],"study_design_scores_gemma":[0.003276471,0.0002554997,0.8771185,0.0001668068,0.0001302328,0.00005900996,0.0009470446,0.0002938383,0.09964078,0.00004039284,0.0179437,0.0001277167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910048,0.0003577746,0.000339123,0.00522227,0.0002141542,0.0001783314,0.000008207269,0.00008746809,0.002587833],"genre_scores_gemma":[0.993784,0.0002132603,0.0002850204,0.001159709,0.0001439282,0.000008533785,0.000483891,0.00001548405,0.003906157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09061851,"threshold_uncertainty_score":0.9997729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466499900269651,"score_gpt":0.3613660980784916,"score_spread":0.2147161080515265,"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."}}