{"id":"W4400299297","doi":"10.1016/j.jfs.2024.101296","title":"Societal trust and corporate bankruptcy","year":2024,"lang":"en","type":"article","venue":"Journal of Financial Stability","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley; Thompson Rivers University","funders":"","keywords":"Bankruptcy; Business; Financial system; Accounting; Economics; Law and economics; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0007993861,0.0001338015,0.0002542961,0.00007168784,0.00009786997,0.000234813,0.0001368509,0.00006886163,0.0001434306],"category_scores_gemma":[0.0002438953,0.0001095756,0.0001480849,0.0004153419,0.0001087487,0.001441515,0.00005802081,0.0002770492,0.00004004811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005331565,"about_ca_system_score_gemma":0.0001647475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007361009,"about_ca_topic_score_gemma":0.00006113352,"domain_scores_codex":[0.9989606,0.000007766474,0.0004156182,0.000181212,0.000251729,0.0001830595],"domain_scores_gemma":[0.999128,0.00003666125,0.0004817968,0.0001119338,0.0002253574,0.00001625548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004428407,0.0002838636,0.7591284,0.001306088,0.00004846231,0.0004757041,0.000283452,0.00002500035,0.00321678,0.05866583,0.04528937,0.1308342],"study_design_scores_gemma":[0.000350649,0.0000405736,0.804108,0.0001104382,0.00004839498,0.00002161394,0.00002614508,0.0004369566,0.00007906515,0.02309367,0.1715225,0.0001620308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946191,0.001306322,0.0005473933,0.001181058,0.001098866,0.00008177342,0.00001231953,0.00002739824,0.001125773],"genre_scores_gemma":[0.9974718,0.00009423617,0.00008943932,0.0004079989,0.001829717,0.000001379737,0.000001118108,0.00001169694,0.0000926256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306722,"threshold_uncertainty_score":0.4468361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218300007038839,"score_gpt":0.226417195806091,"score_spread":0.1942341957357027,"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."}}