{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066197,0.0001248936,0.0002115607,0.00157582,0.000377837,0.0007401751,0.0002639234,0.0003559793,0.003599951],"category_scores_gemma":[0.008997079,0.00009016158,0.0001922535,0.0004398551,0.0008420444,0.0007583383,0.001431853,0.0004948893,0.0002036731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674598,"about_ca_system_score_gemma":0.0002953581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00284303,"about_ca_topic_score_gemma":0.006790855,"domain_scores_codex":[0.9993666,0.0001593903,0.00006305035,0.00008233383,0.0001846419,0.0001439944],"domain_scores_gemma":[0.9945461,0.00274679,0.001324555,0.0002180865,0.0003790642,0.0007854734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000105418,0.0001107883,0.9864487,0.00001853823,0.00001985935,0.0001524712,0.002610612,0.0001250023,0.0006578258,0.0002144291,0.0001099595,0.009426413],"study_design_scores_gemma":[0.000003609424,0.00007019605,0.9957435,0.00001408673,0.000004186977,0.0004782089,0.002578817,0.0004494238,0.0001492258,0.0003258543,0.0001783126,0.000004627561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992072,0.0000408123,0.00006192649,0.00002642912,9.373933e-7,0.00000309255,0.00001830414,5.654987e-7,0.0006406608],"genre_scores_gemma":[0.9997366,0.00002181632,0.00004613052,0.00001024191,0.000001838118,0.000002276576,0.00002972888,6.120102e-7,0.0001507249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003599951,"threshold_uncertainty_score":0.012043,"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."}}