{"id":"W123810670","doi":"10.25916/sut.26286088","title":"Assessment and treatment of sexual offenders in Saskatchewan","year":2004,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recidivism; Psychology; Criminology; Sexual abuse; Risk assessment; Psychiatry; Suicide prevention; Medicine; Poison control; Medical emergency; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001544284,0.0003351638,0.0002763249,0.002056321,0.002196275,0.001693481,0.001119586,0.0004899346,0.00270376],"category_scores_gemma":[0.004738946,0.0003302192,0.0003566006,0.003196071,0.001032183,0.0005447943,0.001842987,0.00100745,0.000358301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02853141,"about_ca_system_score_gemma":0.0868345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9229164,"about_ca_topic_score_gemma":0.9861208,"domain_scores_codex":[0.9986289,0.0005215058,0.0001952347,0.00008540632,0.0003305688,0.0002384053],"domain_scores_gemma":[0.9973903,0.0006750234,0.0003092617,0.00008139917,0.00120642,0.0003375869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002885894,0.0002653524,0.0819058,0.01000951,0.0002947751,0.003081387,0.01813598,0.001287378,0.003466039,0.004603273,0.01713588,0.859526],"study_design_scores_gemma":[0.0001768403,0.0004282995,0.7148927,0.02253,0.0006549896,0.003602321,0.06854891,0.0007944636,0.002502857,0.00263363,0.1829873,0.0002477342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5000017,0.3716502,0.001419906,0.02469391,0.0006800034,0.001469548,0.001900887,0.0001062298,0.0980776],"genre_scores_gemma":[0.6501976,0.3195885,0.004705207,0.005473907,0.0000634776,0.0007490271,0.001046018,0.00003104335,0.01814515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07708365,"threshold_uncertainty_score":0.2070109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05293668243201998,"score_gpt":0.3613703676799715,"score_spread":0.3084336852479516,"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."}}