{"id":"W4384464655","doi":"10.1016/j.drugpo.2023.104126","title":"Decriminalization thresholds for drug possession: A multi-criteria policy analysis framework","year":2023,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC; British Columbia Centre on Substance Use; Simon Fraser University","funders":"National Institute on Drug Abuse; National Institutes of Health; Simon Fraser University","keywords":"Decriminalization; Possession (linguistics); Harm reduction; Law enforcement; Government (linguistics); Enforcement; Poison control; Public economics; Criminology; Actuarial science; Business; Medicine; Political science; Law; Psychology; Public health; Environmental health; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06713526,0.002678257,0.00630334,0.009180606,0.003097259,0.01742936,0.006539612,0.01167402,0.006466549],"category_scores_gemma":[0.1417874,0.002284542,0.003589492,0.004419175,0.00926645,0.01174578,0.006041437,0.009049865,0.00040171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01813498,"about_ca_system_score_gemma":0.01513638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563486,"about_ca_topic_score_gemma":0.008556178,"domain_scores_codex":[0.9195399,0.05575395,0.002823766,0.004359173,0.01063567,0.006887482],"domain_scores_gemma":[0.7793726,0.1990714,0.007348507,0.002913722,0.008564158,0.002729629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001850573,0.0002029099,0.002438219,0.0002831746,0.0003987271,0.0003090199,0.0005406696,0.1245633,0.0002235955,0.8573495,0.002510485,0.01099531],"study_design_scores_gemma":[0.0001139458,0.0001349331,0.001372452,0.0002363254,0.0001998616,0.0001044334,0.0004643981,0.1735036,0.0002271213,0.8214338,0.002120869,0.00008832637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1010635,0.003750689,0.7460524,0.03876334,0.0004515145,0.002349004,0.001341462,0.000462703,0.1057654],"genre_scores_gemma":[0.9203726,0.0007761811,0.07076411,0.002001602,0.0003669897,0.001008234,0.0001729102,0.00006331747,0.004474015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06713526,"threshold_uncertainty_score":0.3550494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07171539612907699,"score_gpt":0.4723316776767642,"score_spread":0.4006162815476872,"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."}}