{"id":"W2325491115","doi":"10.1037/lhb0000109","title":"Tracking and managing high risk offenders: A Canadian initiative.","year":2014,"lang":"en","type":"article","venue":"Law and Human Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Safety Canada","funders":"","keywords":"Recidivism; Psychology; Flagging; Risk assessment; Sample (material); Risk management tools; Clinical psychology; Computer security; Computer science","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":[0.00531928,0.0003075208,0.0002106592,0.002010719,0.00482568,0.001553018,0.001483537,0.000566543,0.001726668],"category_scores_gemma":[0.007921661,0.0002154049,0.0002881737,0.001459487,0.001013911,0.0007830622,0.002061274,0.001061826,0.000199092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02457088,"about_ca_system_score_gemma":0.1406124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9662364,"about_ca_topic_score_gemma":0.9871345,"domain_scores_codex":[0.9971905,0.0004794074,0.00009997289,0.0001687394,0.001486179,0.0005751473],"domain_scores_gemma":[0.9887717,0.0004453184,0.0009150089,0.0002286268,0.005665132,0.003974193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002240177,0.0004780183,0.4972088,0.0002207979,0.00002906866,0.000358708,0.003986161,0.0003324604,0.001076025,0.001277972,0.01743037,0.4773775],"study_design_scores_gemma":[0.00005963746,0.0005978293,0.9438265,0.0003610656,0.00006419613,0.0004914356,0.01187174,0.001045213,0.0008021574,0.0003714491,0.04044453,0.00006423863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175711,0.008173406,0.004767183,0.0319832,0.0004893342,0.001518069,0.002036669,0.0003177128,0.03314333],"genre_scores_gemma":[0.9659554,0.006175146,0.01483687,0.00305581,0.00007607124,0.0002497279,0.001365447,0.00003211569,0.008253339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03376365,"threshold_uncertainty_score":0.178275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821934188375337,"score_gpt":0.3005353982934337,"score_spread":0.2623160564096803,"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."}}