{"id":"W4404599578","doi":"10.5267/j.uscm.2024.8.010","title":"Evaluating the impact of project procurement strategies on supply chain efficiency: The role of vendor relationship management as a mediator variable","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vendor; Procurement; Supply chain; Supply chain management; Structural equation modeling; Business; Stratified sampling; Strategic sourcing; Marketing; Variables; Process management; Industrial organization; Operations management; Economics; Computer science; Strategic planning; Statistics; Mathematics","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":[0.006532959,0.0006612695,0.0005547302,0.001040163,0.0005991972,0.0007894266,0.001501409,0.0001101006,0.0006720615],"category_scores_gemma":[0.0001932397,0.0004026729,0.0004686155,0.002677742,0.0003119311,0.0006866045,0.0008121195,0.0004566272,0.0001870581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506459,"about_ca_system_score_gemma":0.0002049672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696639,"about_ca_topic_score_gemma":0.00006282645,"domain_scores_codex":[0.9945776,0.0003068865,0.001249531,0.0009385576,0.002010996,0.0009164336],"domain_scores_gemma":[0.9972264,0.000669857,0.0005584813,0.001300324,0.0002105124,0.0000343904],"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":[0.0003526094,0.000557363,0.0016097,0.002685972,0.001049684,0.00003838921,0.001882325,0.07451411,0.0001265151,0.8915557,0.009573219,0.01605445],"study_design_scores_gemma":[0.003546832,0.001590007,0.01296544,0.003208302,0.002132939,0.000007989348,0.06906682,0.419183,0.0002458061,0.3256328,0.1605923,0.001827768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3921174,0.007047741,0.009620641,0.01672205,0.002785302,0.03386032,0.000257519,0.001334787,0.5362543],"genre_scores_gemma":[0.9940826,0.0001181416,0.000748013,0.0004726821,0.0004715775,0.0013952,0.0001511221,0.00008583122,0.002474864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6019652,"threshold_uncertainty_score":0.9998425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412029716263777,"score_gpt":0.3285257277542644,"score_spread":0.2873227561278867,"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."}}