{"id":"W4281911575","doi":"10.15549/jeecar.v9i3.849","title":"The role of cash holdings during Covid-19 pandemic: Evidence from corporate risk-taking behavior of non-financial listed firms in Vietnam","year":2022,"lang":"en","type":"article","venue":"Journal of Eastern European and Central Asian Research (JEECAR)","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Business; Pandemic; Cash; Outbreak; Demographic economics; Finance; Economics; Geography; Medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006981948,0.0001321542,0.0001354425,0.0004518239,0.0004414528,0.0007879988,0.00024676,0.0003555386,0.001469095],"category_scores_gemma":[0.003170539,0.0001195326,0.0001912496,0.0005264028,0.00041358,0.000502189,0.0004977467,0.0005838136,0.000103299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005574442,"about_ca_system_score_gemma":0.0007067861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03874129,"about_ca_topic_score_gemma":0.04176545,"domain_scores_codex":[0.999575,0.0001408581,0.00003363383,0.00006216738,0.00004988224,0.0001385101],"domain_scores_gemma":[0.9942856,0.001129565,0.003221271,0.0001377509,0.0003089203,0.0009169126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002842463,0.0000569305,0.9970503,0.000009598294,0.00001877179,0.0001312654,0.001148054,0.00005614502,0.00007567513,0.00007377872,0.00008110615,0.001270026],"study_design_scores_gemma":[0.000001589886,0.0000522865,0.9954482,0.00001559557,0.000007545362,0.00004299277,0.003963985,0.0001963664,0.00004409281,0.0000297313,0.0001943621,0.000003281579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999303,0.00007802561,0.00001699629,0.0001003539,0.000002127564,0.00000419289,0.0001026767,3.422752e-7,0.0003922826],"genre_scores_gemma":[0.9997209,0.00005976828,0.00001151266,0.0000128779,0.000002750948,0.000001882462,0.00008032873,2.633939e-7,0.0001096665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03874129,"threshold_uncertainty_score":0.07703155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07632502324196389,"score_gpt":0.2955988183161561,"score_spread":0.2192737950741922,"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."}}