{"id":"W2138010733","doi":"10.1177/0032885512457555","title":"Pathways of Substance Use Among Female and Male Inmates in Canadian Federal Settings","year":2012,"lang":"en","type":"article","venue":"The Prison Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Substance use; Alcohol consumption; Substance abuse; Medicine; Adult male; Drug; Psychiatry; Demography; Psychology; Alcohol; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005124505,0.0003403795,0.0004063104,0.002572203,0.006734517,0.001137602,0.0008221799,0.0004282262,0.002150044],"category_scores_gemma":[0.001567096,0.0004428232,0.000525169,0.002375705,0.0008409054,0.0004639934,0.001456591,0.0005937059,0.0001930813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02164958,"about_ca_system_score_gemma":0.01960999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847761,"about_ca_topic_score_gemma":0.9946168,"domain_scores_codex":[0.9989809,0.00008735063,0.00002674287,0.00007599656,0.0002384325,0.0005905138],"domain_scores_gemma":[0.9990212,0.00005240487,0.000200035,0.0000270241,0.000408433,0.0002907939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001823825,0.0001295448,0.9763763,0.00003844216,0.00002468797,0.0003209429,0.009762071,0.00006186404,0.000569476,0.0002304667,0.0006010013,0.01170276],"study_design_scores_gemma":[0.00000334378,0.00006543181,0.9866643,0.00001823845,0.00001004909,0.0001185874,0.01222147,0.0000798223,0.0001313408,0.00001989496,0.0006561452,0.00001130469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983414,0.0002021326,0.00002793025,0.000122314,0.000004640804,0.00002988989,0.0003506567,0.000002387828,0.0009186929],"genre_scores_gemma":[0.9981823,0.0003678498,0.0001003086,0.00005330903,0.000002952888,0.00001625012,0.0003675979,0.000001973892,0.0009074291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02164958,"threshold_uncertainty_score":0.1570795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359047690344494,"score_gpt":0.2768948049681669,"score_spread":0.2433043280647219,"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."}}