{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05614814,0.0005345976,0.00119232,0.003503487,0.05487705,0.02465649,0.009861438,0.01678928,0.004880512],"category_scores_gemma":[0.1312657,0.0009485304,0.00129783,0.005917913,0.02177584,0.005970292,0.007245166,0.02261945,0.0004750023],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2639401,"about_ca_system_score_gemma":0.4147071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938082,"about_ca_topic_score_gemma":0.9957616,"domain_scores_codex":[0.9213448,0.01473978,0.005099163,0.004936193,0.03341948,0.02046052],"domain_scores_gemma":[0.8049344,0.05878706,0.008072251,0.005532776,0.1057564,0.01691711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004999529,0.0002759374,0.03111194,0.001040622,0.0001682171,0.002601598,0.1935632,0.001837483,0.002869341,0.2853117,0.374213,0.1065071],"study_design_scores_gemma":[0.0001148442,0.0001068867,0.05102084,0.001389875,0.0001748967,0.0002336884,0.2130033,0.001699237,0.002534317,0.01073768,0.7181274,0.0008571288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0631234,0.01150383,0.001327131,0.8735702,0.003000995,0.0002224744,0.0003623607,0.0001078967,0.04678175],"genre_scores_gemma":[0.605829,0.01191019,0.003641943,0.3526323,0.001420143,0.0001711987,0.0002896128,0.0001977498,0.02390783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2639401,"threshold_uncertainty_score":0.8537252,"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."}}