{"id":"W2797500556","doi":"10.1111/dar.12654","title":"The Alcohol Environment Protocol: A new tool for alcohol policy","year":2018,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Alcohol Studies; Health Promotion Agency; Medical Research Council; Massey University; South African Medical Research Council; Thai Health Promotion Foundation; International Development Research Centre","keywords":"Enforcement; Harm; Business; Legislation; Public economics; Environmental health; Medicine; Economics; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.1289843,0.001820661,0.003249352,0.01249705,0.002608407,0.004551391,0.005674138,0.003678007,0.1076927],"category_scores_gemma":[0.1849155,0.003787429,0.00390996,0.01392788,0.002458638,0.006608979,0.005774205,0.007869384,0.03854692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007148225,"about_ca_system_score_gemma":0.0360252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006180664,"about_ca_topic_score_gemma":0.007136404,"domain_scores_codex":[0.8879654,0.05888412,0.03634972,0.002089625,0.01275835,0.001952734],"domain_scores_gemma":[0.784883,0.08619566,0.01689994,0.02696334,0.08082362,0.004234396],"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":[0.001559904,0.0006434864,0.002050411,0.02020131,0.0002852691,0.0002131881,0.001865,0.0008172258,0.0008407159,0.01261506,0.7895594,0.169349],"study_design_scores_gemma":[0.001474065,0.0002541895,0.009515685,0.007633143,0.0001763023,0.0001259596,0.0009984346,0.0005343385,0.0009071996,0.004120863,0.9740843,0.0001756603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003490923,0.001998776,0.07373162,0.009704851,0.005441727,0.6211179,0.2288959,0.006520193,0.04909811],"genre_scores_gemma":[0.003762839,0.00158829,0.1048245,0.001627041,0.0003077264,0.8143331,0.05750117,0.0009249063,0.01513041],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1289843,"threshold_uncertainty_score":0.6821423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05076239249612308,"score_gpt":0.3698862625576121,"score_spread":0.319123870061489,"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."}}