{"id":"W4414115977","doi":"10.1177/10790632251377706","title":"A Practice Survey of Canadian Forensic Sexual Behavior Programs","year":2025,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Saint Mary's University; University of New Brunswick","funders":"Research Nova Scotia","keywords":"Sexual behavior; Forensic science; Best practice; Clinical Practice; Sexual abuse; Forensic psychology; Sexual assault","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001296455,0.0004466293,0.0005807522,0.001329028,0.0001827531,0.00007052114,0.0006779818,0.0003743891,0.0002401915],"category_scores_gemma":[0.0004191574,0.0004623676,0.00006817938,0.002794065,0.0003414921,0.0002593764,0.00006424875,0.0005614206,0.0003235158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963723,"about_ca_system_score_gemma":0.0005412195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4891229,"about_ca_topic_score_gemma":0.6234154,"domain_scores_codex":[0.99619,0.0005623117,0.0008368744,0.0009058161,0.0004094461,0.001095535],"domain_scores_gemma":[0.9968925,0.0004955699,0.0003666069,0.001325089,0.000471674,0.0004486337],"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":[0.0009613091,0.002372589,0.348266,0.000101495,0.0008259098,0.0002955542,0.01384311,0.000003726135,0.0005482641,0.01020768,0.4616114,0.1609629],"study_design_scores_gemma":[0.003675462,0.002164201,0.7362608,0.0001167824,0.0005436616,0.0002026452,0.02721772,0.00002440556,0.0001315411,0.0001418526,0.2283871,0.001133744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8944812,0.000910096,0.00007458147,0.000500745,0.06300071,0.001223121,0.0002467954,0.0001862783,0.03937642],"genre_scores_gemma":[0.9883271,0.000008302648,0.00157564,0.001399292,0.000558215,0.0002371843,0.0003616299,0.00009567551,0.007436886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3879949,"threshold_uncertainty_score":0.9997828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05901891794438626,"score_gpt":0.3507430252199415,"score_spread":0.2917241072755553,"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."}}