{"id":"W1636993908","doi":"10.1002/cjas.1273","title":"Why do firms hold so much cash? An innovation explanation","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cash; Agency (philosophy); Cash flow statement; Operating cash flow; Business; Cash flow; Agency cost; Economics; Monetary economics; Value (mathematics); Finance; Shareholder; Corporate governance; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001134412,0.0002263539,0.0003740459,0.001306005,0.0006736199,0.001917943,0.0006232769,0.001511541,0.0138027],"category_scores_gemma":[0.00755294,0.000114626,0.0004374016,0.001154594,0.00237773,0.003226484,0.001155647,0.0008075251,0.000537566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264788,"about_ca_system_score_gemma":0.0008784613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350277,"about_ca_topic_score_gemma":0.002436548,"domain_scores_codex":[0.9994765,0.00009472846,0.00002605174,0.000115362,0.00009093394,0.0001964726],"domain_scores_gemma":[0.9924516,0.003416778,0.002838506,0.0003064683,0.0004058894,0.0005807544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001058279,0.0005641827,0.393466,0.0006434222,0.0002504854,0.00213208,0.003730604,0.01144248,0.003117955,0.3821664,0.01406145,0.1873667],"study_design_scores_gemma":[0.0002715179,0.000624179,0.410832,0.0004225803,0.0001834447,0.0007309329,0.00525547,0.01139932,0.002341061,0.5327842,0.0350135,0.0001417615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179751,0.003816404,0.007822498,0.03281826,0.0001413221,0.00007535287,0.0007601855,0.000120633,0.03647022],"genre_scores_gemma":[0.9973186,0.0004143847,0.0002090372,0.0003084139,0.00008700674,0.000009692618,0.00004875174,0.000002937533,0.001601181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0138027,"threshold_uncertainty_score":0.04617465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09616536195911028,"score_gpt":0.2914733146611099,"score_spread":0.1953079527019996,"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."}}