{"id":"W4239052235","doi":"10.1177/107906320601800207","title":"The Factor Structure of Static Actuarial Items: Its Relation to Prediction","year":2006,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services; University of Toronto; Centre for Addiction and Mental Health","funders":"Solar Energy Technologies Office","keywords":"Recidivism; Persistence (discontinuity); Sex offender; Psychology; Sexual abuse; Risk assessment; Clinical psychology; Sex offense; Developmental psychology; Poison control; Psychiatry; Human factors and ergonomics; Demography; Medicine; Medical emergency; Computer security; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001080987,0.00005424915,0.00007112604,0.00005854758,0.000465052,0.0000572272,0.00009707255,0.00005326436,0.0000936439],"category_scores_gemma":[0.0001542137,0.00004013599,0.00002650091,0.0003758665,0.00004649263,0.0001375774,0.00000757158,0.00006879088,0.00001632653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000667728,"about_ca_system_score_gemma":0.00005439151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008591265,"about_ca_topic_score_gemma":0.04634776,"domain_scores_codex":[0.9992117,0.00008204013,0.0001737278,0.0001092816,0.0002899443,0.0001333147],"domain_scores_gemma":[0.9994812,0.0001667101,0.00007684354,0.0001035197,0.0001329252,0.00003879742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000568089,0.000391907,0.02204704,0.00009542866,0.0002820823,0.000005004317,0.613457,0.02281186,0.1345107,0.01921987,0.01328274,0.1733284],"study_design_scores_gemma":[0.0006981759,0.0006066437,0.074117,0.00004506579,0.0007628334,0.000001910465,0.8292684,0.003350353,0.003232645,0.00152495,0.08591249,0.0004795079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980772,0.00003626637,0.0007108724,0.0001386902,0.0005478971,0.0001398038,0.00004545277,0.00002962294,0.0002742642],"genre_scores_gemma":[0.9982844,0.00001875578,0.00004280137,0.00002074494,0.0004904091,0.000003227603,0.00001293236,0.000004338237,0.001122394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2158115,"threshold_uncertainty_score":0.9980106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751808616558193,"score_gpt":0.2897190576147979,"score_spread":0.272200971449216,"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."}}