{"id":"W4312431205","doi":"10.5430/bmr.v11n1p33","title":"LEAN Approach for the Impact Study in the European Foundation for Quality Management Model Score","year":2021,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process management; Lean manufacturing; Quality management; Productivity; Quality (philosophy); Promotion (chess); Business; Total quality management; Originality; Lean project management; Value (mathematics); Shareholder; Shareholder value; Operations management; Computer science; Risk analysis (engineering); Management system; Marketing; Engineering; Economics; Sociology","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"],"consensus_categories":[],"category_scores_codex":[0.01740257,0.0002871261,0.0003053263,0.0004738821,0.001196635,0.001743361,0.0009022724,0.00003882291,0.00001414934],"category_scores_gemma":[0.0001467552,0.0001780788,0.0001347072,0.001768179,0.0001253176,0.0007192162,0.0009795204,0.0001900806,0.00001804481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006967557,"about_ca_system_score_gemma":0.00001962621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010377,"about_ca_topic_score_gemma":0.0005446343,"domain_scores_codex":[0.9967295,0.0002988258,0.0005713993,0.0007824556,0.0009093754,0.000708447],"domain_scores_gemma":[0.9980479,0.0002853741,0.0001710912,0.0009212947,0.0005564257,0.00001791065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004678495,0.002822646,0.007884085,0.009428542,0.0006574767,0.00005469662,0.0009277941,0.01370586,0.00001598554,0.8198015,0.0362075,0.1080261],"study_design_scores_gemma":[0.008584543,0.00008105323,0.5978709,0.0002344256,0.0005372796,0.000002773847,0.06949627,0.1782967,0.000001518667,0.03523662,0.1087417,0.0009162156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1287003,0.000543182,0.5637072,0.009822509,0.0005064283,0.03043787,0.00002137636,0.0002163627,0.2660447],"genre_scores_gemma":[0.9907955,0.0002306911,0.0007244647,0.0006308469,0.0006327066,0.002493323,0.0002289948,0.00005419362,0.00420928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8620952,"threshold_uncertainty_score":0.9992929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3271455253805519,"score_gpt":0.4326550141206205,"score_spread":0.1055094887400687,"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."}}