{"id":"W1998538730","doi":"10.1177/1079063210384277","title":"Pedophilia: An Evaluation of Diagnostic and Risk Prediction Methods","year":2010,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services","funders":"","keywords":"Pedophilia; Computer science; Psychology; Medicine; Human factors and ergonomics; Poison control; Environmental health","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":[0.003582489,0.0002204441,0.0002670267,0.0002017306,0.0001173479,0.00002451869,0.0002013331,0.0002448641,0.000483464],"category_scores_gemma":[0.001232279,0.0002124755,0.00003466566,0.0002416354,0.0002176186,0.0002400385,0.00002844569,0.000502903,0.00005075147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002449753,"about_ca_system_score_gemma":0.00004259074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000284125,"about_ca_topic_score_gemma":0.0004413548,"domain_scores_codex":[0.9972906,0.0009237155,0.0004647266,0.0005755236,0.0004327362,0.0003127136],"domain_scores_gemma":[0.9976079,0.0008941105,0.0003187064,0.0007824186,0.0002074799,0.0001893575],"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":[0.000286838,0.001156565,0.3020522,0.0000444324,0.0003421542,0.000006405643,0.03517183,0.00005576989,0.03530354,0.003174144,0.01117591,0.6112303],"study_design_scores_gemma":[0.004403059,0.002102897,0.9641144,0.00003123332,0.001042607,0.0001415886,0.008352263,0.004291625,0.0009416768,0.008684694,0.005326129,0.0005678645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933466,0.0004174105,0.0009649039,0.00002908637,0.06187739,0.0004842832,0.00009793686,0.0001049189,0.002558021],"genre_scores_gemma":[0.9900237,0.00003502995,0.007781417,0.00004187716,0.001813082,0.00007968407,0.00004505026,0.00004600565,0.000134164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6620622,"threshold_uncertainty_score":0.8664501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751276812803314,"score_gpt":0.4014537153278406,"score_spread":0.3539409471998075,"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."}}