{"id":"W1892615705","doi":"10.1111/j.2044-8333.2011.02038.x","title":"An appraisal of the risk–need–responsivity (RNR) model of offender rehabilitation and its application in correctional treatment","year":2012,"lang":"en","type":"article","venue":"Legal and Criminological Psychology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":268,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Psychology; Applied psychology; Psychological intervention; Strengths and weaknesses; Work (physics); Psychiatry; Social psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004802764,0.0002148014,0.0003704989,0.0001519031,0.00007512451,0.000004655286,0.0001667648,0.0003141177,0.00004024774],"category_scores_gemma":[0.0001580662,0.0001472286,0.00007832928,0.0001890886,0.0004657675,0.0001527092,0.00004085594,0.000286623,0.000006280896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003218379,"about_ca_system_score_gemma":0.00001827833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960601,"about_ca_topic_score_gemma":0.00007669102,"domain_scores_codex":[0.9979557,0.0005911339,0.0004774609,0.0004776852,0.0001403834,0.0003576464],"domain_scores_gemma":[0.9986109,0.0005191776,0.0002947656,0.0004150648,0.0000501662,0.0001099697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002783897,0.004662996,0.7677313,0.00004001256,0.0001015019,0.000001129653,0.007754489,0.000160089,0.02258707,0.1365799,0.00177248,0.05582507],"study_design_scores_gemma":[0.001560941,0.001487083,0.9891445,0.000008546514,0.00005541641,0.00006271368,0.001169473,0.001251519,0.0001787377,0.004173659,0.0007457776,0.0001616546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869563,0.0006715543,0.000951486,0.0006766989,0.007513371,0.000408735,0.00004537086,0.00002764955,0.002748824],"genre_scores_gemma":[0.9988267,0.00003328129,0.0005692607,0.0002083214,0.0001950148,0.00009548638,0.000007650558,0.00001322764,0.0000509866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2214132,"threshold_uncertainty_score":0.6003806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07462783051921756,"score_gpt":0.377414537332691,"score_spread":0.3027867068134734,"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."}}