{"id":"W4416581743","doi":"10.1080/13552600.2025.2588158","title":"Developmental pathways to recidivism in men who have committed sexual aggression against women: a three-dimensional model","year":2025,"lang":"en","type":"article","venue":"Journal of Sexual Aggression","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; International Centre for Comparative Criminology","funders":"","keywords":"Recidivism; Aggression; Poison control; Human factors and ergonomics; Injury prevention; Suicide prevention","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":[0.001308869,0.001069344,0.0004237872,0.003209812,0.001821326,0.003290082,0.001750097,0.001263948,0.005440338],"category_scores_gemma":[0.003281882,0.0008385274,0.001924932,0.001645944,0.002486927,0.001952421,0.00374138,0.001932959,0.0005627724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004431291,"about_ca_system_score_gemma":0.008370928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03722351,"about_ca_topic_score_gemma":0.03075237,"domain_scores_codex":[0.999068,0.0003933767,0.00005077797,0.0001643473,0.0001258585,0.00019777],"domain_scores_gemma":[0.9983075,0.0004311205,0.0004524127,0.00007435023,0.000253897,0.000480736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000220426,0.0009236208,0.8982135,0.0001710035,0.0002270529,0.001850327,0.0194653,0.004403255,0.001008423,0.04353666,0.0008560054,0.02912441],"study_design_scores_gemma":[0.00007835832,0.0006362791,0.8708263,0.0005076656,0.0003496919,0.003785511,0.02951235,0.03017535,0.0007149131,0.05781297,0.005438365,0.000162321],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766739,0.0009449217,0.004662652,0.003454049,0.00002712187,0.0003433822,0.0008036638,0.0001018106,0.0129885],"genre_scores_gemma":[0.9878488,0.001275539,0.007934453,0.0001062234,0.000006695694,0.000292172,0.0006401592,0.00001483388,0.00188112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03722351,"threshold_uncertainty_score":0.07401371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115718545605011,"score_gpt":0.3232763886683652,"score_spread":0.2821192032123151,"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."}}