{"id":"W1994404986","doi":"10.1108/03074351311293981","title":"The impact of corporate governance on working capital management efficiency of American manufacturing firms","year":2013,"lang":"en","type":"article","venue":"Managerial Finance","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Working capital; Stock exchange; Corporate governance; Originality; Accounting; Business; Relational capital; Sample (material); Value (mathematics); Industrial organization; Finance; Intellectual capital; Qualitative research","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":[0.002575208,0.00009841009,0.0001400137,0.0008367167,0.0003428712,0.001429445,0.0002335227,0.0001826132,0.0009576214],"category_scores_gemma":[0.01482569,0.00007167329,0.000121024,0.0008991032,0.0006297943,0.0008096745,0.0007824845,0.0002882682,0.00008139193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008696533,"about_ca_system_score_gemma":0.0005526827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245385,"about_ca_topic_score_gemma":0.005259282,"domain_scores_codex":[0.99839,0.0006848679,0.0001369074,0.0001586374,0.0003532605,0.0002763929],"domain_scores_gemma":[0.974756,0.006991087,0.01387262,0.001227345,0.001733758,0.001419232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003528339,0.0001058603,0.9833825,0.000010137,0.00004324256,0.00005593261,0.0006150338,0.0008576751,0.0002439974,0.0006962962,0.0001338871,0.01382017],"study_design_scores_gemma":[0.000002559922,0.0000589779,0.9974687,0.00001097421,0.00001040085,0.00003344301,0.0007951727,0.0008069376,0.0001915164,0.0003029257,0.0003145999,0.000003813072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985629,0.00007359682,0.0001256158,0.00008136487,0.000001235009,0.000004983912,0.00001420481,0.000001476109,0.001134712],"genre_scores_gemma":[0.9998761,0.00001685801,0.00002677585,0.000005224685,0.000001615511,8.214799e-7,0.00001033912,2.691866e-7,0.00006200667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003245385,"threshold_uncertainty_score":0.01361912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009544999380197124,"score_gpt":0.1950372808398719,"score_spread":0.1854922814596748,"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."}}