{"id":"W6946118224","doi":"10.26181/23031380","title":"Part of Culture or Toxic Substance? Realities in Transition in Australian and Canadian Alcohol Policy Documents","year":2022,"lang":"en","type":"article","venue":"La Trobe University","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alcohol; Promotion (chess); Politics; Alcohol industry; Transition (genetics); Public policy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006506271,0.00007249616,0.0001649737,0.0002841778,0.00005643125,0.000002582985,0.00004420062,0.0000405225,0.0002351178],"category_scores_gemma":[0.000004169286,0.00006912025,0.0000288205,0.00037997,0.0000423693,0.00009702321,0.000006814917,0.0001098726,5.175899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169601,"about_ca_system_score_gemma":0.000139935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07456436,"about_ca_topic_score_gemma":0.5315054,"domain_scores_codex":[0.9994775,0.00006338852,0.00008223446,0.0001189328,0.00009360148,0.0001643276],"domain_scores_gemma":[0.9997836,0.00001699996,0.00002448545,0.00008247708,0.000009570324,0.00008289304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384442,0.000182872,0.9205558,0.00005141562,0.00007663903,0.002106552,0.06964324,0.00006861259,0.0002925382,0.003224481,0.001804303,0.00060915],"study_design_scores_gemma":[0.01692987,0.0004060797,0.8232481,0.0002013315,0.0001373892,0.00007416349,0.09171092,0.00001538343,0.0006160832,0.0003563706,0.06600949,0.0002948441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955563,0.00004576848,3.327474e-7,0.001224497,0.00001846788,0.0001660022,0.00004157256,0.000009202602,0.002937836],"genre_scores_gemma":[0.9901827,0.0002168725,0.00003851121,0.0001278418,0.000009708858,0.000001217917,0.00004993343,0.000003977652,0.009369265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4569411,"threshold_uncertainty_score":0.9315982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160075609821748,"score_gpt":0.2576169122896573,"score_spread":0.2360161561914398,"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."}}