{"id":"W2104828051","doi":"10.1177/107906320301500404","title":"Measuring Motivation to Change in Sexual Offenders From Institutional Intake to Community Treatment","year":2003,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services","funders":"","keywords":"Psychology; Goal Attainment Scaling; Clinical psychology; Developmental psychology; Social psychology; Psychiatry; Intervention (counseling)","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":[0.0007634324,0.0002250837,0.000249378,0.0007713873,0.001447024,0.0007608772,0.0005253106,0.0004004604,0.000701284],"category_scores_gemma":[0.003891679,0.000245827,0.0002787822,0.0004920358,0.0008009837,0.0002609247,0.0007099904,0.0008326462,0.0001077782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003487959,"about_ca_system_score_gemma":0.001759932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.123979,"about_ca_topic_score_gemma":0.2777245,"domain_scores_codex":[0.9993997,0.0001112937,0.00002496057,0.00004118648,0.0001867977,0.0002359751],"domain_scores_gemma":[0.998369,0.0001763464,0.0006096801,0.00004014739,0.0003517536,0.0004529729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001738963,0.0003754835,0.9854967,0.00001495652,0.0000135311,0.00006559064,0.00291064,0.00002755362,0.001035609,0.00002057769,0.00009120769,0.009774218],"study_design_scores_gemma":[0.000002324904,0.0001346461,0.99875,0.000002489379,0.000002657991,0.0000174891,0.0008581263,0.0000474816,0.00009188007,0.000006052327,0.00008430955,0.000002624105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997593,0.00001558361,0.000015198,0.00001371884,6.550123e-7,0.00001736963,0.0000170162,0.000001205639,0.0001600999],"genre_scores_gemma":[0.9994411,0.00003755961,0.00009759975,0.00001250174,0.000001512052,0.0000275071,0.00007531537,8.190444e-7,0.0003061225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123979,"threshold_uncertainty_score":0.2465148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053956886626603,"score_gpt":0.33853202381258,"score_spread":0.1331363351499197,"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."}}