{"id":"W2104788508","doi":"10.1177/1079063212459086","title":"Risk and Protective Factors for Recidivism Among Juveniles Who Have Offended Sexually","year":2012,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Recidivism; Psychology; Juvenile delinquency; Population; Risk assessment; Demography; Clinical psychology; Psychiatry; Computer security; Sociology","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":[0.0009147754,0.000627178,0.0006704583,0.0003065268,0.000409691,0.00008503502,0.000371157,0.0004357384,0.0001471036],"category_scores_gemma":[0.0003100541,0.0005665158,0.0001209729,0.0002516862,0.0003800074,0.0005393616,0.00008672005,0.0006288344,0.00009229993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162522,"about_ca_system_score_gemma":0.00003463659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005662109,"about_ca_topic_score_gemma":0.0004067583,"domain_scores_codex":[0.9963753,0.0003780656,0.0006164733,0.0009435677,0.0003602642,0.001326291],"domain_scores_gemma":[0.9972855,0.0007298444,0.0005111021,0.0008207123,0.0001144452,0.0005383603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000820026,0.0008445973,0.7179766,0.00009654266,0.000733054,0.000008845841,0.1451531,0.000003508574,0.0009217682,0.002660296,0.103139,0.02764263],"study_design_scores_gemma":[0.004155149,0.001816199,0.8976897,0.00007319127,0.0002775682,0.00004659848,0.05323289,0.00007170188,0.0006640108,0.00206467,0.0384985,0.001409833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576647,0.0007310269,0.00247584,0.00005259685,0.03241008,0.002006916,0.0003174571,0.000273369,0.004068049],"genre_scores_gemma":[0.9907593,0.00001200839,0.0009755853,0.0001692509,0.002807368,0.0004419562,0.00006647407,0.0001691319,0.004598985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1797131,"threshold_uncertainty_score":0.9996786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394472524128514,"score_gpt":0.3030171412809367,"score_spread":0.2690724160396515,"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."}}