{"id":"W2125375847","doi":"10.1177/0093854808321528","title":"The Criminal Profiling Illusion","year":2008,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Carleton University; Memorial University of Newfoundland","funders":"","keywords":"Illusion; Offender profiling; Profiling (computer programming); Criminal investigation; Psychology; Crime scene; Social psychology; Epistemology; Cognitive psychology; Computer science; Criminology; Artificial intelligence","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002612505,0.00007943129,0.00007337521,0.00002959186,0.003036622,0.00008725133,0.0001535991,0.0000504734,0.0002140566],"category_scores_gemma":[0.00009452291,0.00005770406,0.00006866443,0.00006757701,0.0004718384,0.0001380848,0.00005869331,0.0001282353,0.00004044138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002782433,"about_ca_system_score_gemma":0.00005611133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008932991,"about_ca_topic_score_gemma":0.0004253025,"domain_scores_codex":[0.9991333,0.00006484219,0.0001557701,0.0001553329,0.0002308892,0.0002598097],"domain_scores_gemma":[0.9995485,0.00008547534,0.0000463842,0.0001120301,0.0001040366,0.0001035967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003013645,0.00261291,0.0671117,0.001725989,0.00005230252,0.0009830816,0.2984981,0.000002624414,0.02341573,0.0948619,0.01685231,0.493582],"study_design_scores_gemma":[0.0007227049,0.0006072301,0.2602777,0.0001705317,0.01489799,0.0003947679,0.6670955,0.00006847054,0.003103179,0.0001505173,0.05177694,0.0007344206],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940149,0.0004794548,0.0001508026,0.0002812441,0.0005130782,0.0001523779,0.000004470618,0.00003509479,0.004368595],"genre_scores_gemma":[0.9950567,0.0007413771,0.000243957,0.00009959324,0.000366149,0.00003385806,0.000003314614,0.000007113897,0.003447934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4928476,"threshold_uncertainty_score":0.9982613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1280866940283241,"score_gpt":0.3930008486514613,"score_spread":0.2649141546231373,"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."}}