{"id":"W3213722999","doi":"10.5267/j.uscm.2021.10.015","title":"The role of management accounting in the development of supply chain performance in logistics manufacturing companies","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Profitability index; Activity-based costing; Supply chain management; Supply chain; Productivity; Sample (material); Management accounting; Manufacturing; Cost accounting; Operations management; Industrial organization; Process management; Marketing; Accounting; Economics; Finance","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":[0.00353513,0.0001584338,0.0001156088,0.001613521,0.0008456401,0.002552363,0.000219815,0.0002406525,0.0004642527],"category_scores_gemma":[0.01822152,0.0001022427,0.0001283028,0.002059427,0.0007029776,0.001490413,0.0005679604,0.0004075535,0.00005483941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134404,"about_ca_system_score_gemma":0.002493209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576919,"about_ca_topic_score_gemma":0.003936891,"domain_scores_codex":[0.9966556,0.001901349,0.0002310111,0.000111449,0.000848976,0.0002515662],"domain_scores_gemma":[0.976813,0.0123497,0.007106525,0.0005161653,0.002473578,0.0007410527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001448392,0.0002217024,0.8120099,0.0001520037,0.00005510915,0.0002598065,0.007344003,0.00342776,0.001298351,0.007210647,0.0005103323,0.1673656],"study_design_scores_gemma":[0.000004727168,0.000209424,0.9731771,0.0001836508,0.00005572487,0.0002844592,0.01213465,0.007685065,0.001471896,0.0022966,0.002455055,0.00004160573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889625,0.0007313591,0.001274251,0.0005809154,0.000009407428,0.00001883097,0.00001623763,0.00000995117,0.008396649],"genre_scores_gemma":[0.9995352,0.0001070387,0.0002609277,0.00000727482,0.000002948086,0.000001711379,0.000004092742,5.093808e-7,0.00008033014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003576919,"threshold_uncertainty_score":0.01869583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319854223625679,"score_gpt":0.219993771842843,"score_spread":0.2067952296065862,"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."}}