{"id":"W4382653513","doi":"10.29173/wclawr90","title":"Identifying How an Individual Becomes a Suspect","year":2023,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"John Jay College of Criminal Justice","keywords":"Suspect; Conviction; Innocence; Psychology; Law enforcement; Misconduct; Exploratory research; Criminology; Unpacking; Crime scene; Criminal investigation; Social psychology; Political science; Law; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00607034,0.0001855648,0.0003027444,0.002677575,0.002009408,0.00200676,0.0007160812,0.001228287,0.002260232],"category_scores_gemma":[0.03001856,0.0002431923,0.0003423933,0.0007563417,0.001940778,0.002896284,0.002026157,0.001357548,0.0004807692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009892178,"about_ca_system_score_gemma":0.003000659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007751443,"about_ca_topic_score_gemma":0.01244169,"domain_scores_codex":[0.9959014,0.002106919,0.0004538441,0.0004169558,0.0007883522,0.0003324896],"domain_scores_gemma":[0.990383,0.004792048,0.00221594,0.0004218701,0.001778918,0.0004082457],"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":[0.000102551,0.0002057822,0.4270091,0.001545193,0.00008729692,0.005567668,0.0557874,0.0002357044,0.001637717,0.01830044,0.008854908,0.4806662],"study_design_scores_gemma":[0.00002660982,0.0007250078,0.56739,0.00770997,0.0003064228,0.02624421,0.2285328,0.001094219,0.003459485,0.03360974,0.1307536,0.000147877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852551,0.03321119,0.01009406,0.03115807,0.0004989911,0.0003974849,0.0003275369,0.00006057675,0.038997],"genre_scores_gemma":[0.9606196,0.02834065,0.004189665,0.001840191,0.0001022005,0.00007406587,0.0002005711,0.00001097212,0.004622039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007751443,"threshold_uncertainty_score":0.03210342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351737276957684,"score_gpt":0.4044910130847108,"score_spread":0.2693172853889424,"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."}}