{"id":"W2609011952","doi":"10.5539/ibr.v10n5p179","title":"Six Sigma Methodology: Is It a Success Factor for Companies?","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Six Sigma; Profitability index; Business; Statistical inference; Sigma; Econometrics; Statistics; Marketing; Economics; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002444546,0.0001856216,0.0002683739,0.000606567,0.00115223,0.002517895,0.002273582,0.0001031794,0.003804607],"category_scores_gemma":[0.003647861,0.0001721357,0.0001167618,0.0002641896,0.0003346161,0.002037882,0.001288967,0.0002546314,0.000660567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008317296,"about_ca_system_score_gemma":0.00005238949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003046173,"about_ca_topic_score_gemma":0.0006931153,"domain_scores_codex":[0.9974887,0.00005476924,0.0003535068,0.0005087108,0.001071962,0.0005223283],"domain_scores_gemma":[0.9958931,0.0006065373,0.0002370087,0.0006700368,0.002570241,0.00002313351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001850278,0.0009888917,0.1394979,0.002115796,0.0009402408,0.0001142099,0.0008829936,0.0004003528,0.001648779,0.3276007,0.4625611,0.06139872],"study_design_scores_gemma":[0.0009289758,0.000008694239,0.2360162,0.00006961816,0.00001376797,0.000001050825,0.0002544736,0.004788638,0.0001279852,0.01648078,0.7410784,0.0002313783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3163493,0.00008989335,0.06359412,0.4253406,0.006481875,0.002496168,0.0003377183,0.0002145257,0.1850958],"genre_scores_gemma":[0.9839516,0.00002549401,0.001039145,0.002893276,0.002605939,0.0001892573,0.00009380627,0.000034162,0.009167289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6676024,"threshold_uncertainty_score":0.9985176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4444778582492878,"score_gpt":0.4948609832230574,"score_spread":0.05038312497376968,"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."}}