{"id":"W1978434123","doi":"10.1111/j.1759-3441.2004.tb00990.x","title":"GOVERNANCE AND FINANCIAL FRAGILITY","year":2004,"lang":"en","type":"article","venue":"Economic Papers A journal of applied economics and policy","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Volatility (finance); Corporate governance; Fragility; Financial fragility; Economics; Monetary economics; Investment (military); Econometrics; Macroeconomics; Finance; Financial crisis; Political science","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":[0.0002109158,0.0001545352,0.0003093812,0.00008082631,0.00009941779,0.0001769459,0.0001424418,0.00006385386,0.00001926835],"category_scores_gemma":[0.0000177659,0.0001568674,0.0000635357,0.00004755518,0.00009032209,0.0007607649,0.00006812021,0.000130014,0.00002839838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138208,"about_ca_system_score_gemma":0.0001652316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004132228,"about_ca_topic_score_gemma":0.0002454769,"domain_scores_codex":[0.9991952,0.000001029622,0.000393775,0.0001883347,0.00002731184,0.0001944082],"domain_scores_gemma":[0.9991134,0.00001502197,0.0007160144,0.0001122842,0.00001559183,0.0000276906],"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":[0.0002044383,0.00002703074,0.004019178,0.00003540155,0.00002659284,0.000004035117,0.0001010629,0.003674375,0.00008767752,0.9621366,0.0004536036,0.02922998],"study_design_scores_gemma":[0.003384108,0.00004025189,0.4176857,0.00003560427,0.00003510449,0.00003930472,0.0000567377,0.0001207254,0.00008054261,0.111577,0.4665449,0.0004000483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746832,0.000187838,0.00001349704,0.002352236,0.0001996581,0.00006911081,0.00001502188,0.000005477005,0.02247401],"genre_scores_gemma":[0.9919934,0.002488123,0.0001160358,0.003387454,0.001950752,0.000002222702,8.761105e-7,0.00001392662,0.00004721359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8505597,"threshold_uncertainty_score":0.6396868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006208237959089821,"score_gpt":0.1835034576044814,"score_spread":0.1772952196453916,"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."}}