{"id":"W2039695841","doi":"10.1111/lcrp.12069","title":"An action phase approach to offender profiling","year":2014,"lang":"en","type":"article","venue":"Legal and Criminological Psychology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Toronto Metropolitan University","funders":"","keywords":"Sex offender; Offender profiling; Psychology; Crime scene; Action (physics); Social psychology; Criminology; Computer science; Data mining","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"],"consensus_categories":[],"category_scores_codex":[0.0005256896,0.0004362512,0.0005372113,0.0002794026,0.0002291384,0.00007623513,0.0004975445,0.00054933,0.0003230938],"category_scores_gemma":[0.00007096603,0.0003596951,0.0001019603,0.0002858725,0.0003277473,0.0002119756,0.00007202162,0.0006920103,0.0004193426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002851265,"about_ca_system_score_gemma":0.00001142394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004623383,"about_ca_topic_score_gemma":0.000004901362,"domain_scores_codex":[0.996307,0.0005184112,0.0005276905,0.001483776,0.0002172973,0.0009458651],"domain_scores_gemma":[0.9982834,0.00009586274,0.0001486032,0.0008946956,0.00005585457,0.0005215828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002864372,0.006498768,0.002609588,0.00005216942,0.0001646148,0.00004651795,0.001906865,0.00001756656,0.03035417,0.4132877,0.105357,0.4368407],"study_design_scores_gemma":[0.02019984,0.02592165,0.2040384,0.00004625644,0.0003385654,0.003225683,0.007076516,0.001482991,0.001140332,0.03917548,0.6939426,0.003411672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726606,0.0001580654,0.04312025,0.001456583,0.03085881,0.0004964129,0.0000119702,0.0004110854,0.1968808],"genre_scores_gemma":[0.9784723,0.000006681049,0.008247414,0.0103061,0.002228973,0.000147375,0.00004746637,0.00004824901,0.0004954544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5885856,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1718873116949346,"score_gpt":0.434704277260215,"score_spread":0.2628169655652804,"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."}}