{"id":"W4405655055","doi":"10.1177/10790632241309631","title":"Online Sexual Offending Against Children: Recidivism Rates and Predictors","year":2024,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; Université Laval; Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Recidivism; Child pornography; Psychology; Population; Pedophilia; Clinical psychology; Intervention (counseling); Poison control; Developmental psychology; Human factors and ergonomics; Psychiatry; The Internet; Environmental health; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004697337,0.00014541,0.0002176648,0.0009861783,0.0003704793,0.0005931573,0.0002753747,0.0002760971,0.002276503],"category_scores_gemma":[0.003184274,0.0001710611,0.000257987,0.0007732714,0.0002438759,0.0003529965,0.000589923,0.0009390421,0.0003421789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003303656,"about_ca_system_score_gemma":0.0003487277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230694,"about_ca_topic_score_gemma":0.0213316,"domain_scores_codex":[0.9996561,0.00007474877,0.00003460865,0.00003937733,0.00009375747,0.0001014441],"domain_scores_gemma":[0.9980577,0.0003930703,0.0009740532,0.0001204971,0.0002033487,0.0002512912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001070799,0.00002971377,0.9982398,0.000002758237,0.000005331237,0.00003127655,0.000196635,0.000008771068,0.00001818267,0.000007485512,0.00006222879,0.001387092],"study_design_scores_gemma":[5.954812e-7,0.00001500982,0.998915,0.000005830684,0.000003032354,0.000155624,0.0007249453,0.00005871225,0.00002741538,0.000005144197,0.00008758734,0.000001052729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99942,0.00004201794,0.00001500757,0.00002644539,0.000001283522,0.000005988701,0.0001155715,0.000001485817,0.000372191],"genre_scores_gemma":[0.9993606,0.00009085129,0.00005637976,0.000009210504,0.000003583468,0.000008854581,0.0002203598,0.000001815026,0.000248422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01230694,"threshold_uncertainty_score":0.02447057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586032546013281,"score_gpt":0.3111063800234972,"score_spread":0.2852460545633644,"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."}}