{"id":"W4395955836","doi":"10.54097/xajfzq51","title":"Exploring the Association Between Corporate Financial Credit Risk Management and Corporate Value","year":2024,"lang":"en","type":"article","venue":"Frontiers in Business Economics and Management","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Business; Credit risk; Association (psychology); Value (mathematics); Accounting; Risk management; Finance; Computer science; Psychology","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":[0.001393764,0.0002767515,0.0004784469,0.0005770008,0.0002504508,0.0004455482,0.0002423462,0.00007874351,0.000004512078],"category_scores_gemma":[0.00002150654,0.0002862899,0.00006933189,0.0005521058,0.00007568351,0.0006346917,0.0003043426,0.0001940669,0.00004893521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000360159,"about_ca_system_score_gemma":0.00001009723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002217224,"about_ca_topic_score_gemma":0.00004526892,"domain_scores_codex":[0.9980673,0.0000248328,0.0007050854,0.0007140488,0.00005242298,0.0004363068],"domain_scores_gemma":[0.9989997,0.0000274161,0.0005863879,0.0003084205,0.00002057993,0.00005745705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002012095,0.0000252045,0.1727221,0.0003289418,0.0003058895,0.00003097912,0.0002158341,0.001090549,2.867432e-8,0.7334895,0.004268374,0.08750252],"study_design_scores_gemma":[0.0004176614,0.00001433645,0.5703734,0.00005760171,0.00006622557,3.982029e-7,0.00009572563,0.004352639,7.294328e-7,0.09724057,0.3271126,0.0002680743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882904,0.01327072,0.05459108,0.003746733,0.01203464,0.002225851,0.0004384598,0.0001532031,0.02524891],"genre_scores_gemma":[0.5985175,0.3921591,0.004910863,0.000297784,0.0005507505,0.0004593914,0.00005496573,0.0000702088,0.002979388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6362489,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510169102463033,"score_gpt":0.1865824581903304,"score_spread":0.1414807671657,"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."}}