{"id":"W2064554965","doi":"10.1177/0093854813500958","title":"Does One Size Fit All?","year":2013,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Safety Canada; Toronto Metropolitan University","funders":"","keywords":"Recidivism; Psychology; Risk assessment; Sample (material); Human factors and ergonomics; Argument (complex analysis); Poison control; Clinical psychology; Medicine; Computer security; Environmental health; 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":[0.08715662,0.001533849,0.005934705,0.003310783,0.002966793,0.009001204,0.004871507,0.006356555,0.03528261],"category_scores_gemma":[0.3411222,0.0008440692,0.003325513,0.003240902,0.008825992,0.01928858,0.006645974,0.009692618,0.006803116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00409623,"about_ca_system_score_gemma":0.01746953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007794434,"about_ca_topic_score_gemma":0.009344526,"domain_scores_codex":[0.9340263,0.04389703,0.004968894,0.005139651,0.010369,0.001599126],"domain_scores_gemma":[0.7570873,0.1999914,0.009202866,0.01181315,0.01527471,0.006630547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008686918,0.000192673,0.02242233,0.009809983,0.004676571,0.0005331676,0.002966662,0.0005531951,0.0001386044,0.07745667,0.3819195,0.4984619],"study_design_scores_gemma":[0.001568807,0.0008859822,0.01148693,0.03700548,0.003961062,0.00167459,0.008105708,0.001976046,0.0003163287,0.4993249,0.433412,0.0002822223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004661839,0.09285534,0.01004437,0.8479244,0.02332208,0.000569755,0.001482464,0.0002968533,0.01884278],"genre_scores_gemma":[0.2163575,0.1024998,0.03708621,0.5875825,0.03940625,0.004789916,0.002031605,0.001109648,0.009136629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08715662,"threshold_uncertainty_score":0.4609337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07426312267430371,"score_gpt":0.3518790179321847,"score_spread":0.277615895257881,"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."}}