{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005528022,0.0006399293,0.000532552,0.0005487034,0.0002392294,0.0002516068,0.0004524234,0.0003507743,0.000348583],"category_scores_gemma":[0.00006631262,0.0005935532,0.00008159913,0.0007439204,0.0003272504,0.0003896515,0.0001314056,0.0008679332,0.0005739096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076762,"about_ca_system_score_gemma":0.00006580204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244007,"about_ca_topic_score_gemma":0.0001007612,"domain_scores_codex":[0.9961703,0.0002322166,0.0007146068,0.001433046,0.0004513471,0.0009984871],"domain_scores_gemma":[0.9982272,0.0003502219,0.0001469763,0.0008129221,0.00004656223,0.0004161139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003280768,0.001283759,0.1385734,0.000252142,0.001860581,0.0005649677,0.04028547,0.00002166259,0.007404578,0.005421599,0.6405169,0.1634868],"study_design_scores_gemma":[0.008009263,0.004862992,0.7104232,0.001106052,0.0008031671,0.00197798,0.03918904,0.001813254,0.0004900467,0.001505149,0.224738,0.005081943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092948,0.005713285,0.0001309848,0.0003562676,0.07899423,0.0004978438,0.0003979599,0.0009430135,0.003671582],"genre_scores_gemma":[0.985225,0.0001173218,0.000572724,0.0008669388,0.006974658,0.00004721688,0.0005121065,0.0002210043,0.005463089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5718497,"threshold_uncertainty_score":0.9996516,"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."}}