{"id":"W3115671227","doi":"10.5267/j.uscm.2020.10.004","title":"The moderating role of lean operations between supply chain integration and operational performance in Saudi manufacturing organizations","year":2020,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Process management; Business; Lean manufacturing; Operations management; Quality (philosophy); Marketing; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009302782,0.0003085029,0.0003083242,0.0002980516,0.0008293983,0.0005500264,0.0004501315,0.00006864153,0.0001741148],"category_scores_gemma":[0.0001237199,0.0002632296,0.00005329289,0.0007676962,0.0001194525,0.0009917706,0.0004972125,0.0002441889,0.00004269625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008406822,"about_ca_system_score_gemma":0.00002558698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006642291,"about_ca_topic_score_gemma":0.0009099155,"domain_scores_codex":[0.9977521,0.00005770882,0.0007700591,0.0005033147,0.0004976505,0.0004191198],"domain_scores_gemma":[0.9992472,0.0001122306,0.0001582772,0.000301604,0.0001430246,0.00003766467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001119381,0.0001926799,0.1434298,0.001015541,0.0002522695,0.0000137319,0.004963605,0.233703,0.0005557766,0.5405723,0.002123927,0.07306542],"study_design_scores_gemma":[0.001651927,0.00007058804,0.08932248,0.0002440052,0.0001292954,8.679246e-7,0.01489775,0.8485003,0.001166281,0.004955964,0.03832877,0.0007317911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189372,0.000313526,0.0244994,0.04058041,0.0002020562,0.00302866,0.00004161716,0.0002240567,0.01217304],"genre_scores_gemma":[0.9949653,0.0001668664,0.001438592,0.002045436,0.0004322785,0.0001462647,0.0003729163,0.00003855701,0.0003938027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6147972,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575726567839691,"score_gpt":0.2241240316770283,"score_spread":0.2083667659986314,"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."}}