{"id":"W6963338405","doi":"10.20381/ruor-30633","title":"Exploring Subjectivity Through Safer Supply","year":2024,"lang":"en","type":"article","venue":"University of Ottawa - Library","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAFER; Harm reduction; Criminalization; Harm; Punitive damages; Government (linguistics); Heroin; Compromise; Addiction","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006829396,0.0001427178,0.0002702934,0.0001853287,0.00008033767,0.0000190522,0.0001774374,0.00007961607,0.001494781],"category_scores_gemma":[0.00001923336,0.0001534762,0.0001377296,0.0004398024,0.0001381974,0.002351146,0.00016706,0.0002825904,0.0003129045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004495429,"about_ca_system_score_gemma":0.0001865326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002284025,"about_ca_topic_score_gemma":0.00001819242,"domain_scores_codex":[0.9990527,0.00005000011,0.0001218365,0.000318986,0.0002300947,0.0002263589],"domain_scores_gemma":[0.9993734,0.0001365136,0.00003212304,0.0003144104,0.00001908607,0.0001244888],"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":[0.001074284,0.001159538,0.3318845,0.003080797,0.001236458,0.008100859,0.09284222,0.00005721662,0.01258804,0.09269681,0.3778684,0.07741091],"study_design_scores_gemma":[0.001402496,0.0004286155,0.1092772,0.0006934107,0.0002685979,0.00007238747,0.02420381,0.000284964,0.02168654,0.0009650291,0.8403023,0.0004146091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8235854,0.0004757944,0.0003004002,0.003173068,0.0002931373,0.0001939502,0.00007216326,0.0004996956,0.1714064],"genre_scores_gemma":[0.9812097,0.0003927155,0.002610054,0.0001298784,0.0001553199,2.857336e-7,0.00005376664,0.0000365357,0.01541175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.462434,"threshold_uncertainty_score":0.999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0792011401630594,"score_gpt":0.2711373792493104,"score_spread":0.191936239086251,"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."}}