{"id":"W2216557949","doi":"10.2139/ssrn.2076414","title":"Cash Holdings, Market Frictions and Monetary Policy: An Investigation of Increase in Cash Holdings","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Mary's University","funders":"","keywords":"Monetary economics; Cash; Business; Operating cash flow; Cash management; Economics; Cash flow; Monetary policy; Financial system; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009501876,0.0001710545,0.0003404646,0.0009015515,0.0004025407,0.001077968,0.0004021161,0.0008656267,0.005590559],"category_scores_gemma":[0.006503583,0.0001377952,0.0003525199,0.001955662,0.0005307963,0.000904882,0.0005204602,0.0006729878,0.0002921921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646019,"about_ca_system_score_gemma":0.000373063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284308,"about_ca_topic_score_gemma":0.001696628,"domain_scores_codex":[0.9997262,0.00008966863,0.0000319634,0.00004271412,0.00005356713,0.00005594851],"domain_scores_gemma":[0.9896092,0.006343175,0.003063807,0.0003132136,0.0002622584,0.0004082529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009191457,0.001654252,0.9114617,0.0003509678,0.0003290843,0.002422099,0.001879047,0.008830272,0.01784541,0.01058366,0.0009634943,0.03448853],"study_design_scores_gemma":[0.00007208637,0.001253133,0.9840494,0.00002418167,0.0001368258,0.0004597187,0.001083444,0.007122209,0.002525975,0.002095681,0.001147982,0.00002932251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998418,0.00009959214,0.000120231,0.00004470833,0.000002383639,0.000005278729,0.0001778384,0.000005268052,0.00112682],"genre_scores_gemma":[0.9991575,0.0000734664,0.000113975,0.00001044969,0.000006942064,0.000006509634,0.0001155115,0.000001753982,0.0005137881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005590559,"threshold_uncertainty_score":0.01870227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773191872955827,"score_gpt":0.2119668389820347,"score_spread":0.1942349202524764,"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."}}