{"id":"W2157025139","doi":"10.1109/tem.2002.803387","title":"An exploratory investigation of the effects of supply chain complexity on delivery performance","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Engineering Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":253,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Supply chain; Flexibility (engineering); Complexity management; Supply chain management; Upstream (networking); Service management; Product (mathematics); Process management; Delivery Performance; Supply chain risk management; Linkage (software); Computer science; Business; Risk analysis (engineering); Process (computing); Industrial organization; Downstream (manufacturing); Marketing; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468251,0.0001937954,0.000184793,0.0003673693,0.0001293874,0.00003517442,0.0003265363,0.00004109311,0.00009180044],"category_scores_gemma":[0.000002968187,0.0001720726,0.0001034989,0.000506226,0.00007461265,0.0004906812,0.000008568222,0.0001509675,0.00003925084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004699593,"about_ca_system_score_gemma":0.000002139769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003414851,"about_ca_topic_score_gemma":0.0000132406,"domain_scores_codex":[0.9988541,0.00002458027,0.0003064488,0.0002273319,0.0003869683,0.0002005475],"domain_scores_gemma":[0.9992974,0.00004412645,0.0001224016,0.0004746281,0.00004479987,0.00001668175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008577563,0.001006746,0.0006600766,0.008619856,0.0003203282,0.000007723458,0.0008181428,0.9314423,0.003748563,0.02043865,0.001148424,0.03170342],"study_design_scores_gemma":[0.002297896,0.0003827334,0.04749077,0.00154801,0.0004282649,6.355949e-7,0.0004846675,0.8874254,0.05389335,0.0004066688,0.004788772,0.00085289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409655,0.00002183105,0.05602155,0.0002760873,0.0008536436,0.0007372408,0.00000517666,0.0001471217,0.0009718943],"genre_scores_gemma":[0.9989699,0.00005060311,0.0002477777,0.0004157404,0.00006379148,0.00007964276,0.000003179253,0.00002490193,0.0001444436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05800446,"threshold_uncertainty_score":0.7016917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107096894414971,"score_gpt":0.1852705861525432,"score_spread":0.1641996172083934,"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."}}