{"id":"W2762089799","doi":"10.1037/ser0000199","title":"An exploration of the symmetry between crime-causing and crime-reducing factors: Implications for delivery of offender services.","year":2017,"lang":"en","type":"article","venue":"Psychological Services","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"PsycINFO; Nomothetic and idiographic; Warrant; Psychology; Crime prevention; Consistency (knowledge bases); Criminology; Psychological intervention; Applied psychology; Social psychology; Computer science; Business; MEDLINE; Political science; Psychiatry; Law","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":[0.0004813196,0.0003483744,0.0005517678,0.0001371712,0.0006704913,0.0001245405,0.001206666,0.0003422791,0.00005853903],"category_scores_gemma":[0.00003016497,0.0002510595,0.0001809519,0.0001997118,0.0003387268,0.0009936515,0.0001843911,0.000249299,0.000005433177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002594066,"about_ca_system_score_gemma":0.00001335725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007190353,"about_ca_topic_score_gemma":0.00006214988,"domain_scores_codex":[0.9975314,0.0001955966,0.0007556983,0.0008213481,0.0002307598,0.0004652078],"domain_scores_gemma":[0.9962295,0.0003094046,0.001176158,0.001893149,0.0002199875,0.0001717822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004557537,0.001523679,0.8659244,0.0009209132,0.0005502324,9.567874e-7,0.01110643,0.00001003793,0.0641657,0.02478743,0.001274253,0.02928019],"study_design_scores_gemma":[0.0009434978,0.0003981622,0.9799631,0.0001681038,0.0001726845,0.00000561228,0.003347891,0.00002983783,0.001618988,0.01269615,0.0003737489,0.0002822883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840882,0.0004545046,0.001043743,0.0006871235,0.008590378,0.0007269173,0.0002307308,0.00007148444,0.00410693],"genre_scores_gemma":[0.9975043,0.00001966634,0.001196707,0.0003501256,0.0007453214,0.00005632394,0.00006149889,0.00004346329,0.0000226099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1140386,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638239201266713,"score_gpt":0.4130567846972311,"score_spread":0.2492328645705598,"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."}}