{"id":"W2097001090","doi":"10.5267/j.uscm.2014.9.004","title":"The role of supply chain management on improvement of financial reports","year":2014,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Supply chain; Financial management; Supply chain management; Finance; Chain (unit); Operations management; Accounting; Industrial organization; Process management; Marketing; Economics","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":[0.01673733,0.0002787253,0.0001962489,0.001417347,0.0009697289,0.003605781,0.0005043239,0.0004723717,0.001971372],"category_scores_gemma":[0.07536894,0.0001729026,0.0002696796,0.001221841,0.001086683,0.002508232,0.001384647,0.0007593351,0.0002087901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623475,"about_ca_system_score_gemma":0.002859363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294943,"about_ca_topic_score_gemma":0.001959385,"domain_scores_codex":[0.9832608,0.01068727,0.001181713,0.0006527856,0.003445796,0.0007715276],"domain_scores_gemma":[0.7654829,0.1242861,0.07807511,0.008058322,0.01944042,0.004657145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004280855,0.0003428893,0.7665225,0.0004721376,0.0002013884,0.0005841918,0.00786068,0.003203176,0.00348206,0.004523912,0.001271768,0.2111072],"study_design_scores_gemma":[0.00002977279,0.0008202782,0.9662112,0.0004084316,0.000155952,0.0004620291,0.008837112,0.008782221,0.004180549,0.00384479,0.006171222,0.00009655864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717148,0.001584117,0.005781323,0.003179496,0.00004774113,0.0001006837,0.00009285005,0.00007298908,0.017426],"genre_scores_gemma":[0.9984868,0.0001758137,0.0009753693,0.00004023227,0.00001986496,0.000006428721,0.00001208689,0.000003362861,0.0002800942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01673733,"threshold_uncertainty_score":0.08851647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005041103315947883,"score_gpt":0.1992258972909749,"score_spread":0.194184793975027,"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."}}