{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045849,0.000215393,0.0002178923,0.001016069,0.0003290617,0.0005919422,0.0002240787,0.0002644445,0.00259422],"category_scores_gemma":[0.006133134,0.0001786804,0.0002065329,0.0003737083,0.0002595536,0.0004035958,0.0005260462,0.0005074184,0.0004331973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224138,"about_ca_system_score_gemma":0.0003063082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00429547,"about_ca_topic_score_gemma":0.006571576,"domain_scores_codex":[0.9996711,0.0001340471,0.00002540137,0.00003534621,0.00006307167,0.00007105758],"domain_scores_gemma":[0.9986804,0.000431019,0.0004658673,0.00006550341,0.0001692974,0.0001879293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008083072,0.00003643062,0.9875314,0.000009367986,0.00001413461,0.0000942974,0.0007662597,0.00002816633,0.0001052787,0.00007692558,0.0002920385,0.01096486],"study_design_scores_gemma":[0.000004753225,0.0001782065,0.9935341,0.00004841779,0.00002550302,0.000594835,0.003013242,0.0005342218,0.0001917241,0.0002112039,0.001654815,0.000009090312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972282,0.00028456,0.0001413363,0.0002912887,0.00001772678,0.00001975343,0.0000959592,0.000006234435,0.001914879],"genre_scores_gemma":[0.9989329,0.0002060399,0.0001999494,0.00004437863,0.00001487488,0.000009227597,0.00007934983,0.000002339862,0.0005110337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00429547,"threshold_uncertainty_score":0.008678555,"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."}}