{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008488207,0.0001201624,0.0003547556,0.00177965,0.0004238632,0.0000141476,0.0003758994,0.000240938,0.0001477081],"category_scores_gemma":[0.00009570763,0.000133422,0.00007361994,0.002334843,0.001811033,0.000167919,0.0001439558,0.0003036285,0.000003822176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009159558,"about_ca_system_score_gemma":0.001010787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1144182,"about_ca_topic_score_gemma":0.1779742,"domain_scores_codex":[0.9982904,0.0001378894,0.0002020656,0.0003618323,0.0005377609,0.0004700288],"domain_scores_gemma":[0.9990224,0.0001278866,0.00009318262,0.0003368812,0.0003064448,0.000113194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003233973,0.003629349,0.1474189,0.0001476951,0.0005880725,0.0004723318,0.09842698,0.0004815162,0.01620823,0.03251388,0.0002565789,0.699533],"study_design_scores_gemma":[0.001446531,0.001112694,0.01063398,0.00006142104,0.0001226755,0.000003076395,0.9800207,0.00003078622,0.001046111,0.002288463,0.003092813,0.0001407267],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930345,0.000350626,0.0002948659,0.002376611,0.00003022192,0.0002736633,0.000006327681,0.00004871845,0.00358447],"genre_scores_gemma":[0.9958709,0.001641274,0.001566055,0.000002882126,0.00002000746,0.00000147224,0.000002797165,0.000006170341,0.0008884202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8815938,"threshold_uncertainty_score":0.891479,"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."}}