{"id":"W2795064150","doi":"10.1177/1079063218762434","title":"A Validation Study of the Child Pornography Offender Risk Tool (CPORT)","year":2018,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Government of Ontario","funders":"Ontario Mental Health Foundation","keywords":"Recidivism; Child pornography; Pornography; Psychology; Sex offense; Predictive power; Pedophilia; Sample (material); Sex offender; Poison control; Clinical psychology; Injury prevention; Demography; Sexual abuse; Medicine; The Internet; Medical emergency; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000641619,0.0003291026,0.0003525217,0.0002587281,0.0003528849,0.00003533618,0.0006659584,0.0001605451,0.0005307585],"category_scores_gemma":[0.00006210356,0.000244367,0.0001251945,0.001019657,0.000322241,0.0001513492,0.00009266354,0.0004281488,0.0002749028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003170318,"about_ca_system_score_gemma":0.00002677265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004471369,"about_ca_topic_score_gemma":0.0003068763,"domain_scores_codex":[0.9971079,0.0004638105,0.0006920599,0.0006836105,0.0005522204,0.0005003893],"domain_scores_gemma":[0.997377,0.00009299271,0.0006436544,0.001640203,0.0001485317,0.00009763154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004505181,0.003953705,0.7610271,0.00001948331,0.000860741,0.00001059331,0.09236697,0.00001021823,0.0006581879,0.0008831751,0.1287161,0.01104323],"study_design_scores_gemma":[0.00429371,0.002995207,0.9419735,0.00004419485,0.0003086547,0.00005663744,0.0374986,0.00001661201,0.000498891,0.0006074809,0.01113016,0.0005763662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308566,0.00007820581,0.00009064432,0.00007121521,0.05507629,0.0009286466,0.00004719933,0.0001258026,0.01272544],"genre_scores_gemma":[0.9966878,0.000002698138,0.000106305,0.0002887504,0.002070954,0.00005128024,0.00001156275,0.00006166768,0.0007189809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1809464,"threshold_uncertainty_score":0.9964997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275965818810442,"score_gpt":0.2961686967633747,"score_spread":0.2734090385752703,"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."}}