{"id":"W1988698056","doi":"10.3390/jrfm1010129","title":"Financial Distress Comparison Across Three Global Regions","year":2008,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convergence (economics); Financial distress; Null hypothesis; Dimension (graph theory); Economics; Globalization; Distress; Financial crisis; Null (SQL); Econometrics; Macroeconomics; Financial system; Market economy; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007545232,0.0002637735,0.0003558482,0.002301207,0.0003374101,0.0007553685,0.0002168827,0.0003326845,0.001694812],"category_scores_gemma":[0.002530211,0.0001137313,0.0005289458,0.002128435,0.0006328138,0.0006147652,0.001111389,0.0002601706,0.0001752068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005940107,"about_ca_system_score_gemma":0.0002368562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007295284,"about_ca_topic_score_gemma":0.007827342,"domain_scores_codex":[0.9995716,0.0001365297,0.00004725155,0.00007873533,0.00005374469,0.000112033],"domain_scores_gemma":[0.9982327,0.0003200186,0.0007169167,0.0001164054,0.0004154771,0.0001984197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006193006,0.00006299278,0.9694079,0.0001178817,0.0002837744,0.0004447364,0.003776192,0.002207485,0.001518052,0.00133165,0.0005874368,0.0196426],"study_design_scores_gemma":[0.000009115056,0.0001081081,0.9954349,0.00002043075,0.00005686233,0.0001958893,0.002556883,0.000476253,0.0002319528,0.0002285938,0.0006703634,0.00001053637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997968,0.0002431406,0.00013772,0.00005833927,0.000003502323,0.000007580089,0.0002762016,0.000005372397,0.001300145],"genre_scores_gemma":[0.9991142,0.0001363921,0.00008430555,0.00002605166,0.000003700007,0.000006531322,0.0004851256,0.000002469797,0.0001412484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007295284,"threshold_uncertainty_score":0.01450562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945155721555441,"score_gpt":0.2343039034056407,"score_spread":0.2148523461900863,"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."}}