{"id":"W3043088441","doi":"10.1111/lcrp.12178","title":"Urgent issues and prospects in reforming interrogation practices in the United States and Canada","year":2020,"lang":"en","type":"article","venue":"Legal and Criminological Psychology","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Interrogation; Confession (law); Context (archaeology); Resource (disambiguation); Variety (cybernetics); Criminal justice; Economic Justice; Political science; Criminology; Psychology; Engineering ethics; Law; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588169,0.0001474868,0.0002161293,0.0001173089,0.00005872299,0.00003140688,0.0001170705,0.0001694064,0.0002498212],"category_scores_gemma":[0.0001531402,0.00009838023,0.00001285021,0.0002134596,0.0002805291,0.00008722419,0.00004781673,0.0004813629,0.00000775304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002054866,"about_ca_system_score_gemma":0.00001641263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.125492,"about_ca_topic_score_gemma":0.1638051,"domain_scores_codex":[0.9985156,0.0003442645,0.0003028272,0.0004757272,0.00008551042,0.0002760555],"domain_scores_gemma":[0.99945,0.0001441818,0.0001446383,0.0001330508,0.00001993572,0.0001081672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007271161,0.001695673,0.4229434,0.0002168525,0.000245429,0.003697398,0.1102955,0.00001855882,0.002454704,0.1567509,0.06058541,0.233825],"study_design_scores_gemma":[0.001942167,0.001085376,0.7800648,0.0000127025,0.00001579296,0.0006744083,0.02752119,0.0001520794,0.00001473023,0.002955371,0.1853302,0.0002311572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380253,0.0006976851,0.00001823349,0.05659024,0.0002991806,0.0001943927,0.000003269581,0.00002657743,0.004145142],"genre_scores_gemma":[0.9690902,0.0004214065,0.00004298638,0.03021657,0.00006236277,0.00003679762,0.0000126234,0.000005963123,0.0001110494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3571214,"threshold_uncertainty_score":0.8803314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273171844875611,"score_gpt":0.3854934715729631,"score_spread":0.258176287085402,"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."}}