{"id":"W6939511861","doi":"10.6084/m9.figshare.27261432","title":"Additional file 6 of The decriminalization of illicit drugs in British Columbia: a national evaluation protocol","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University; Centre for Addiction and Mental Health","funders":"","keywords":"Protocol (science); Sample (material); Decriminalization; Harm reduction; Service (business); Reduction (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004998747,0.0008062146,0.001196766,0.003308415,0.002625601,0.001631428,0.001903317,0.001104294,0.7221757],"category_scores_gemma":[0.04407561,0.0009210347,0.0006946672,0.005310998,0.0005438562,0.00111826,0.001113136,0.001333462,0.07141811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009815015,"about_ca_system_score_gemma":0.0216252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4658378,"about_ca_topic_score_gemma":0.617503,"domain_scores_codex":[0.9977579,0.0006068296,0.0004454125,0.0002651007,0.0005666186,0.0003581131],"domain_scores_gemma":[0.9619984,0.01582285,0.001806262,0.002189406,0.01657897,0.001604029],"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":[0.0002134131,0.00009825706,0.001406451,0.0008988814,0.00001445824,0.00001504029,0.00006745218,0.0001361242,0.00001500172,0.0003939582,0.9894239,0.007317112],"study_design_scores_gemma":[0.008748546,0.0003327224,0.09659374,0.00707622,0.0002344085,0.0001471483,0.001431571,0.001530708,0.0006223781,0.004980362,0.8781055,0.0001968151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0004775611,0.00002567504,0.0002190291,0.000289593,0.00005051818,0.003436984,0.9888133,0.0001305539,0.00655671],"genre_scores_gemma":[0.02092205,0.0005118515,0.006918647,0.001924957,0.000146293,0.09004829,0.8032005,0.0006099542,0.07571749],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.990185,"threshold_uncertainty_score":0.9262526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06744619558950488,"score_gpt":0.3612665377475962,"score_spread":0.2938203421580913,"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."}}