{"id":"W3170024004","doi":"10.1177/10790632211024236","title":"Expert Versus Novice: Criminal Expertise in Sexual Burglary and Sexual Robbery","year":2021,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Criminology; Sexual assault; Sex offense; Commission; Domain (mathematical analysis); Latent class model; Offender profiling; Social psychology; Human factors and ergonomics; Poison control; Sexual abuse; Political science; Computer science; Artificial intelligence; Medicine; Medical emergency; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004671756,0.0007393612,0.0007683168,0.0004217153,0.0002182295,0.0001427011,0.0004848079,0.0005103822,0.00109033],"category_scores_gemma":[0.0001447314,0.0008037258,0.00006764716,0.0007855305,0.000349633,0.0004655873,0.000222916,0.0008723348,0.0004544828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415658,"about_ca_system_score_gemma":0.0001832518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245097,"about_ca_topic_score_gemma":0.002432632,"domain_scores_codex":[0.9948106,0.0004402757,0.0009257281,0.001817299,0.0006159561,0.001390115],"domain_scores_gemma":[0.9973695,0.0004103903,0.0002158865,0.00135312,0.0001235308,0.0005275482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.007510936,0.004349836,0.0288355,0.0002797953,0.0009002326,0.008077702,0.2576129,0.00003807847,0.05149585,0.002443153,0.3486035,0.2898525],"study_design_scores_gemma":[0.04086521,0.006781662,0.08356026,0.0003126365,0.0004183913,0.003471484,0.7551649,0.0008167531,0.001758265,0.0003236864,0.1006852,0.005841502],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287925,0.007984829,0.0001309104,0.0004956771,0.05694033,0.0003384065,0.00004817074,0.0002483366,0.005020892],"genre_scores_gemma":[0.9862062,0.00007054456,0.001354484,0.00252889,0.004737796,0.0001754173,0.0001828894,0.0002179712,0.004525777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.497552,"threshold_uncertainty_score":0.9998228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942219910868261,"score_gpt":0.3399207584389746,"score_spread":0.290498559330292,"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."}}