{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01706099,0.0003161556,0.0005918079,0.005623152,0.03892009,0.02257032,0.002334151,0.005570109,0.003408419],"category_scores_gemma":[0.03302357,0.0006667941,0.0006055797,0.009226458,0.03623297,0.007759986,0.009777342,0.009216835,0.0002192225],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2525773,"about_ca_system_score_gemma":0.228037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.967226,"about_ca_topic_score_gemma":0.9641591,"domain_scores_codex":[0.9758675,0.005313958,0.0009661459,0.001157638,0.01040972,0.006284932],"domain_scores_gemma":[0.9726548,0.009891219,0.002609427,0.0009653846,0.009524125,0.004355078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006028665,0.00006111094,0.007346644,0.0002611548,0.0000245564,0.000918148,0.4130282,0.000432473,0.0004799076,0.5457687,0.0117958,0.01982315],"study_design_scores_gemma":[0.00002232446,0.00004536759,0.03359365,0.001093877,0.00003337549,0.0002252509,0.4978396,0.0003945597,0.0005423438,0.02887406,0.4370944,0.0002412249],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4956965,0.01243198,0.001931696,0.2062419,0.0008562972,0.0002961727,0.0005621802,0.0000537438,0.2819295],"genre_scores_gemma":[0.9746637,0.003167296,0.0008160875,0.009635363,0.00005550003,0.00008676397,0.0001230745,0.00002818332,0.01142397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2525773,"threshold_uncertainty_score":0.8669044,"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."}}