{"id":"W1581931867","doi":"10.3233/rda-120090","title":"Default risk and corporate governance in financial vs. non-financial firms","year":2013,"lang":"en","type":"article","venue":"Risk and Decision Analysis","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Corporate governance; Business; Finance; Corporate finance; Financial system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006994921,0.0002602772,0.0008554629,0.0006223617,0.0003219584,0.0001868579,0.0001843575,0.0002477603,0.0003623911],"category_scores_gemma":[0.001148914,0.0002634421,0.0002551431,0.0018583,0.0001259088,0.0003834341,0.0001243348,0.0003228222,0.000308992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006646138,"about_ca_system_score_gemma":0.00003951811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008895266,"about_ca_topic_score_gemma":0.005308395,"domain_scores_codex":[0.9978012,0.00002483184,0.0009529158,0.0007389279,0.0001094928,0.0003725807],"domain_scores_gemma":[0.9981753,0.0002251216,0.0008954005,0.0004331965,0.000078769,0.0001922004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004641087,0.00005875653,0.8690758,0.000003287886,0.00003156502,0.000004727519,0.0001691866,0.0006737276,0.000001116446,0.009534052,0.001593273,0.1188082],"study_design_scores_gemma":[0.0007436256,0.00005219173,0.8285391,0.00001119645,0.0000816461,9.008668e-7,0.00001560064,0.04268951,0.000002787236,0.1192518,0.00833708,0.0002745516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420229,0.002744554,0.05367889,0.0001028692,0.0001984195,0.0002294123,0.0003973063,0.00001916236,0.0006064523],"genre_scores_gemma":[0.9840582,0.01224688,0.003152204,0.00005489464,0.0001307087,0.00003879602,0.00002210494,0.00001721189,0.0002790193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185336,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274640813895254,"score_gpt":0.2101943993443523,"score_spread":0.1974479912053998,"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."}}