{"id":"W2109168155","doi":"10.1177/0264550514562851","title":"Predicting women’s recidivism","year":2015,"lang":"en","type":"article","venue":"Probation Journal","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Ministry of Community Safety and Correctional Services","funders":"","keywords":"Recidivism; Risk assessment; Psychology; Criminal justice; Predictive validity; Population; Sample (material); Demography; Clinical psychology; Criminology; Computer security; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001791307,0.0001659436,0.0001831147,0.0002261944,0.0001815337,0.0001212126,0.0002554064,0.0001076349,0.0008149961],"category_scores_gemma":[0.0002694786,0.0001537653,0.00005822779,0.000261955,0.00004701387,0.0003240175,0.00003204835,0.0005090473,0.0006827127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003780897,"about_ca_system_score_gemma":0.0001278246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007618907,"about_ca_topic_score_gemma":0.000002215389,"domain_scores_codex":[0.9980503,0.0002326925,0.0005070129,0.000255823,0.000435171,0.0005190084],"domain_scores_gemma":[0.9985832,0.00004990108,0.0004104839,0.000255143,0.0002070814,0.0004941882],"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":[0.0003247485,0.000279433,0.1547952,0.000008919657,0.0001834245,0.00005991344,0.04631628,0.00008529437,0.0001728244,0.006771584,0.7390946,0.05190773],"study_design_scores_gemma":[0.01483968,0.003526144,0.155741,0.0003275053,0.00009020513,0.008705343,0.05633662,0.001427081,0.0001415643,0.1436151,0.6135904,0.001659354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7193161,0.0005215459,0.005480617,0.001522385,0.1798617,0.0002202303,0.000004204937,0.0001753643,0.09289794],"genre_scores_gemma":[0.9881859,0.000008732005,0.002130819,0.0005309539,0.006589831,0.00004929172,0.000005008674,0.0000436114,0.002455836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2688699,"threshold_uncertainty_score":0.8923636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06621789667743389,"score_gpt":0.3310979486574067,"score_spread":0.2648800519799728,"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."}}