{"id":"W3012715238","doi":"10.5267/j.ac.2020.3.001","title":"Impact of working capital management on firm profitability: Empirical study in Vietnam","year":2020,"lang":"en","type":"article","venue":"Accounting","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Working capital; Cash conversion cycle; Business; Cash; Stock (firearms); Sample (material); Economics; Econometrics; Finance; Monetary economics; Operating cash flow","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":[0.0004517083,0.0001332491,0.0001356514,0.0005414689,0.0003823854,0.000776855,0.0002691287,0.0001866745,0.001177862],"category_scores_gemma":[0.001366126,0.0001114172,0.0001552613,0.001028151,0.0003828875,0.0005388611,0.00037987,0.0004468369,0.0001120227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214444,"about_ca_system_score_gemma":0.001232629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05206087,"about_ca_topic_score_gemma":0.0598285,"domain_scores_codex":[0.9997091,0.0000653018,0.00001911715,0.00003869136,0.00006162671,0.000106238],"domain_scores_gemma":[0.9979748,0.0004740101,0.0008104641,0.00004143563,0.0003036384,0.0003957514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002242883,0.0001462188,0.9868652,0.00005070855,0.00002281587,0.0005126968,0.002105452,0.0003521379,0.0001318985,0.0003834711,0.0005121598,0.008894781],"study_design_scores_gemma":[0.000002461662,0.00007206107,0.9896445,0.00004429257,0.00001576868,0.0001456633,0.007540577,0.001034807,0.0001224243,0.00008935441,0.001282882,0.000005187042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984689,0.0002229567,0.00004725676,0.000127673,0.000002624618,0.000004666899,0.00009750928,0.000001015996,0.001027299],"genre_scores_gemma":[0.9993982,0.0001615313,0.00002681857,0.00001445211,0.000004400619,0.000001843321,0.00008964512,5.822087e-7,0.0003023864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05206087,"threshold_uncertainty_score":0.1035157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341782081417515,"score_gpt":0.278183226553502,"score_spread":0.2347654057393269,"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."}}