{"id":"W4416715472","doi":"10.29173/wclawr129","title":"Causes and Prevention of Wrongful Convictions in Japan","year":2025,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Bar Association","funders":"","keywords":"Conviction; Criminal justice; Face (sociological concept); Universality (dynamical systems); Theme (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000731695,0.0001609744,0.0003962538,0.00015319,0.00011992,0.00001275369,0.0001511942,0.0001220583,0.002748609],"category_scores_gemma":[0.00005087495,0.0001279457,0.0001060808,0.0006764508,0.0004112029,0.00009484316,0.00004323651,0.000257182,0.0002123583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004008733,"about_ca_system_score_gemma":0.00002616231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003106866,"about_ca_topic_score_gemma":0.0006180978,"domain_scores_codex":[0.9982595,0.0004552293,0.0006591073,0.0003195775,0.0001066843,0.0001998766],"domain_scores_gemma":[0.9989864,0.0001110471,0.000225321,0.0005289257,0.0001062556,0.00004209379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001150304,0.0002528143,0.00297097,0.0006860555,0.0002348904,0.000002021924,0.0005376398,0.00000390625,0.0002545985,0.8706083,0.02517317,0.09916064],"study_design_scores_gemma":[0.001461838,0.0001979612,0.08940274,0.001523255,0.0002440346,0.0001038503,0.0005539706,0.00001522462,0.00008263186,0.005582072,0.9006254,0.0002070161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2200838,0.1427522,0.004176124,0.02401729,0.01015312,0.004732369,0.00004296624,0.0004314445,0.5936108],"genre_scores_gemma":[0.969804,0.01204705,0.00004192791,0.004577699,0.00006101571,0.0002662602,0.00001395078,0.00001739028,0.0131707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8754522,"threshold_uncertainty_score":0.998163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064850158759382,"score_gpt":0.3729225566871721,"score_spread":0.3422740550995783,"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."}}