{"id":"W3177609901","doi":"10.3390/jrfm14070328","title":"Risk Disclosure and Corporate Cash Holdings","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Accounting; Cash; Sample (material); Stakeholder; Corporate governance; Voluntary disclosure; Finance; Economics","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":[0.002280273,0.0001922227,0.0001593963,0.001346308,0.0005231219,0.001557986,0.0003201273,0.0002984995,0.002923129],"category_scores_gemma":[0.02959415,0.0000778925,0.0001444427,0.00133814,0.0007357432,0.001213687,0.0008113324,0.0004814716,0.0001961903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008393211,"about_ca_system_score_gemma":0.0005732807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004344258,"about_ca_topic_score_gemma":0.003979188,"domain_scores_codex":[0.9983454,0.0005879083,0.0001635356,0.0001338367,0.0005630313,0.0002063002],"domain_scores_gemma":[0.9253954,0.01963405,0.04860234,0.001868435,0.002951158,0.001548498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001216933,0.0001399022,0.9787729,0.00004147713,0.0000656249,0.0001340184,0.001870938,0.000416065,0.0002605629,0.001593843,0.0002408388,0.01634218],"study_design_scores_gemma":[0.000006271436,0.0001132814,0.9940729,0.00004660582,0.00002549496,0.0001253714,0.001700604,0.0008477031,0.0003727888,0.001570435,0.001103408,0.00001514819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975158,0.0002026639,0.0001458019,0.0001613838,0.000004636789,0.000007614263,0.0001140548,0.000003435734,0.001844696],"genre_scores_gemma":[0.9995722,0.0000440552,0.00005337689,0.000009584683,0.000008960682,0.000002642556,0.0000575392,5.640525e-7,0.0002511156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004344258,"threshold_uncertainty_score":0.01205939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006984428277529446,"score_gpt":0.1831597456674078,"score_spread":0.1761753173898783,"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."}}