{"id":"W4408171580","doi":"10.5267/j.jpm.2025.2.005","title":"The impact of management style and supply chain coordination on the lean projects implementation to increase the operational performanc","year":2025,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Business; Process management; Lean manufacturing; Supply chain management; Style (visual arts); Operations management; Engineering; Marketing; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.004031608,0.000235441,0.0002234735,0.0007011112,0.000779847,0.0005476112,0.0006508541,0.00002746156,0.00007256596],"category_scores_gemma":[0.0000712398,0.0001134535,0.0001713288,0.0009855957,0.00008876225,0.0005264037,0.0005315323,0.0001966924,0.00001417314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171862,"about_ca_system_score_gemma":0.00005133906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006808667,"about_ca_topic_score_gemma":0.0001541916,"domain_scores_codex":[0.9979372,0.00008705569,0.000742725,0.0002177442,0.0007056067,0.0003096539],"domain_scores_gemma":[0.9986426,0.000174952,0.0005250382,0.0003724459,0.0002694115,0.00001557752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007225882,0.0003080957,0.00542449,0.0004677067,0.001174199,0.00001538117,0.0008042576,0.001422348,0.00003590184,0.6255503,0.2875974,0.0764774],"study_design_scores_gemma":[0.007373033,0.001188788,0.3760924,0.001005186,0.001383325,0.00001294373,0.07438557,0.01966867,0.000215345,0.01966738,0.4981175,0.0008899008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010957,0.0002047436,0.002450949,0.04177592,0.0005988892,0.00647068,0.00001209024,0.0000368453,0.04735421],"genre_scores_gemma":[0.9941757,0.0001590154,0.0001622734,0.002468629,0.0002425583,0.000171532,0.00001251069,0.00001487376,0.002592948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6058829,"threshold_uncertainty_score":0.5998031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924924048097442,"score_gpt":0.3102021380016213,"score_spread":0.2909528975206468,"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."}}