{"id":"W2065867097","doi":"10.1177/1079063211403162","title":"Dynamic Risk Groups Among Adult Male Sexual Offenders","year":2011,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services; Royal Ottawa Mental Health Centre","funders":"","keywords":"Psychology; Clinical psychology; Developmental psychology; Demography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005572655,0.000754698,0.0006345191,0.000436593,0.0003302949,0.00006333119,0.0009868689,0.0005053974,0.003603078],"category_scores_gemma":[0.00008861254,0.0007515718,0.000147969,0.0006511115,0.0005988546,0.0004482098,0.0001199315,0.001034846,0.004094077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651135,"about_ca_system_score_gemma":0.00004847636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438334,"about_ca_topic_score_gemma":0.00273349,"domain_scores_codex":[0.9951527,0.0004218954,0.0008780343,0.001495753,0.0005703174,0.001481336],"domain_scores_gemma":[0.9968057,0.0001649614,0.0005653104,0.001777129,0.0001400541,0.0005468327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001589744,0.002505441,0.5403268,0.0001115167,0.001373636,0.0008583582,0.145323,0.00001356647,0.0009817282,0.007144926,0.2666045,0.03316682],"study_design_scores_gemma":[0.008229507,0.003828653,0.8344535,0.00009961956,0.0005575263,0.0009451421,0.1382847,0.0008662807,0.0001004827,0.003254227,0.006109517,0.003270953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799548,0.0002588069,0.0008235097,0.00003827887,0.06928482,0.0005848222,0.0001356006,0.000553293,0.04836607],"genre_scores_gemma":[0.9855163,0.00002023436,0.00198241,0.0005171494,0.001097631,0.0001157118,0.00008939527,0.0002146688,0.01044655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2941266,"threshold_uncertainty_score":0.9994935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660593566949643,"score_gpt":0.2695676900093517,"score_spread":0.2429617543398552,"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."}}