{"id":"W4391343966","doi":"10.3390/jrfm17020053","title":"The Effect of Cash Holdings on Financial Performance: Evidence from Middle Eastern and North African Countries","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Return on equity; Business; Finance; Leverage (statistics); Retained earnings; Return on assets; Monetary economics; Gross margin; Economics; Dividend; Profitability index","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":[0.00142744,0.0002741249,0.0002759058,0.001257156,0.0004857949,0.0009068979,0.0002448642,0.0002814555,0.002084401],"category_scores_gemma":[0.004404863,0.0001843826,0.0003974949,0.001921879,0.0008433797,0.0008588874,0.0009728145,0.0003499912,0.0001434432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599265,"about_ca_system_score_gemma":0.0004627928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742277,"about_ca_topic_score_gemma":0.01913222,"domain_scores_codex":[0.9993517,0.0002755007,0.00004924507,0.00009020376,0.00007147882,0.000161975],"domain_scores_gemma":[0.9950808,0.001660793,0.002510873,0.0001892102,0.0002882515,0.0002699783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084035,0.00005327078,0.9873526,0.0001299915,0.0002249533,0.0004756561,0.001868634,0.0003219491,0.0001320135,0.0008748271,0.0002181056,0.008239551],"study_design_scores_gemma":[0.000004441134,0.00004854649,0.9960439,0.0001077743,0.0000900126,0.00008285654,0.002319333,0.0001729177,0.00009291252,0.0001010589,0.0009308782,0.000005380962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964972,0.001812738,0.00005165072,0.0002007538,0.000006619891,0.000003637023,0.0001537867,0.000001185291,0.001272523],"genre_scores_gemma":[0.9990826,0.000664955,0.00002613647,0.0000209308,0.000006542074,0.000001791231,0.00009024373,5.531027e-7,0.0001062459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742277,"threshold_uncertainty_score":0.0346427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089956283777635,"score_gpt":0.190656258243258,"score_spread":0.1797566954054816,"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."}}