{"id":"W4391072487","doi":"10.5267/j.uscm.2024.1.017","title":"The mediating role of supply chain digitization in the relationship between supply chain agility and operational performance","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digitization; Supply chain; Business; Supply chain management; Process management; Agile software development; Operations management; Marketing; Computer science; Engineering; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003403483,0.0005391332,0.0002736095,0.002030383,0.0009719191,0.003243399,0.0006102162,0.000566384,0.00801954],"category_scores_gemma":[0.02091678,0.0002149761,0.0004888067,0.002007273,0.002189789,0.002994826,0.003613638,0.001009951,0.0004301013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564468,"about_ca_system_score_gemma":0.002918709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003721168,"about_ca_topic_score_gemma":0.002048936,"domain_scores_codex":[0.9965842,0.001519237,0.000273223,0.0003447742,0.0007283877,0.0005501904],"domain_scores_gemma":[0.9578265,0.02540941,0.009467567,0.002075475,0.002864374,0.002356668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003586318,0.0008351476,0.8446316,0.0003664095,0.0004041646,0.00115639,0.01630876,0.007403666,0.002111224,0.02669601,0.0007309421,0.09899715],"study_design_scores_gemma":[0.0000650436,0.0007759346,0.9252878,0.0006360118,0.0003766663,0.000650677,0.03366807,0.01038523,0.002562972,0.01625496,0.009229271,0.0001074573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770224,0.0004584955,0.003298746,0.001009529,0.00001837035,0.00006552646,0.00007526334,0.00003043029,0.01802121],"genre_scores_gemma":[0.998997,0.0001581501,0.0004475927,0.00002478517,0.000009551016,0.000007653232,0.00002341123,0.000002152998,0.0003297987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00801954,"threshold_uncertainty_score":0.02682805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684364613386721,"score_gpt":0.2460723257716474,"score_spread":0.2292286796377802,"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."}}