{"id":"W2976338719","doi":"10.3138/cjcrim.42.2.177","title":"Community-based sex offender management: Combining parole supervision and treatment to reduce recidivism","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Criminology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Community Safety and Correctional Services","funders":"","keywords":"Recidivism; Sex offender; Criminology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.0005168607,0.0002950664,0.0004954344,0.0008151929,0.0003860783,0.00005352906,0.0004786548,0.0001963655,0.001424374],"category_scores_gemma":[0.00002691186,0.0002869579,0.0001070051,0.00016778,0.000219307,0.00009336419,0.00001819473,0.0005275171,0.0001603428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573524,"about_ca_system_score_gemma":0.0002648367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005835425,"about_ca_topic_score_gemma":0.003332999,"domain_scores_codex":[0.9976165,0.0006422668,0.0005801257,0.0002846394,0.0001405569,0.0007358934],"domain_scores_gemma":[0.997816,0.000146559,0.0001651482,0.000609581,0.00006763444,0.001195127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006459574,0.0003585667,0.006622048,0.00003854792,0.0005785804,0.001405473,0.02171062,0.0001281184,0.0002368814,0.005174687,0.3046329,0.6584676],"study_design_scores_gemma":[0.00811558,0.006005456,0.07813335,0.000260223,0.0003728571,0.002136429,0.01030372,0.00002714492,0.0003205806,0.004136214,0.8894302,0.0007582355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435408,0.000713878,0.00007270889,0.004550735,0.0133018,0.0002387848,0.00002124563,0.0000221042,0.037538],"genre_scores_gemma":[0.9917942,0.00003183824,0.001189867,0.004479752,0.0003873903,0.00001258292,0.00001431756,0.00004832598,0.002041779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6577094,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103913849802332,"score_gpt":0.3231596360723077,"score_spread":0.2127682510920745,"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."}}