{"id":"W2050610835","doi":"10.1177/1079063208317733","title":"Good Science and Progress in Sex Offender Treatment Are Intertwined","year":2008,"lang":"en","type":"letter","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; McMaster University; University of Lethbridge; Waypoint Centre for Mental Health Care; Centre for Addiction and Mental Health","funders":"","keywords":"Sex offender; Psychology; Criminology","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"],"consensus_categories":[],"category_scores_codex":[0.0004283183,0.0009828006,0.001044942,0.001205259,0.000241032,0.0001468751,0.0009258585,0.0009389063,0.000152111],"category_scores_gemma":[0.00003588521,0.0008552379,0.00009113203,0.001021035,0.001681764,0.0002573009,0.0001471465,0.001613909,0.00029346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007988581,"about_ca_system_score_gemma":0.0002742924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002159002,"about_ca_topic_score_gemma":0.0001780043,"domain_scores_codex":[0.9942648,0.0002586737,0.0007790576,0.002135124,0.0009714388,0.001590875],"domain_scores_gemma":[0.9973999,0.0001803949,0.0005022001,0.001513136,0.0001455521,0.0002588613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001220348,0.0005212266,0.03171031,0.00008130539,0.0001921746,0.002517731,0.01842514,2.508932e-7,0.00002608239,0.00003437625,0.9332153,0.01315406],"study_design_scores_gemma":[0.004347156,0.001807895,0.03422344,0.0002784146,0.00009894218,0.001159873,0.00486281,0.00002444312,0.00002643746,0.00006977226,0.9515858,0.001515063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.682753,0.006436113,0.00001107158,0.1363358,0.151343,0.003119476,0.0003346621,0.0006665013,0.01900033],"genre_scores_gemma":[0.3371327,0.0003365508,0.001312026,0.5546541,0.04492575,0.001786924,0.0006627276,0.001075206,0.05811403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4183183,"threshold_uncertainty_score":0.9993898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419987610474317,"score_gpt":0.3161336457827617,"score_spread":0.2719337696780185,"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."}}