{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004738237,0.0003030459,0.0005434302,0.00004792828,0.0003241779,0.00004502745,0.0001507806,0.00005363885,0.0001917168],"category_scores_gemma":[0.000140305,0.0001675793,0.0002608245,0.0001724045,0.0001773994,0.00009404116,0.00005422674,0.0001051302,0.0002512371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008005331,"about_ca_system_score_gemma":0.0001586109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001785211,"about_ca_topic_score_gemma":0.00001196455,"domain_scores_codex":[0.998379,0.00005107428,0.00045116,0.0003925147,0.0002736821,0.0004525698],"domain_scores_gemma":[0.9987988,0.0001825904,0.0001529957,0.0006010657,0.00004918988,0.0002153958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004122514,0.0002089763,0.01356386,0.001716452,0.0004439873,0.00001903681,0.0009051572,8.083446e-8,0.0002564166,0.002838875,0.2065113,0.7731236],"study_design_scores_gemma":[0.005035657,0.0002336892,0.003336654,0.002020207,0.0003902094,0.00004262444,0.00006046653,0.00000920869,0.000849191,0.0005500615,0.9872417,0.0002302584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0540088,0.2069402,0.0003407316,0.1437641,0.0005993505,0.578442,0.00003973854,0.0006097595,0.01525532],"genre_scores_gemma":[0.08474475,0.3142357,0.006578041,0.05898609,0.008477702,0.3523923,0.0001552811,0.0003732097,0.1740568],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7807305,"threshold_uncertainty_score":0.6833684,"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."}}