{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005238454,0.0004598114,0.0003341257,0.00195208,0.0005965664,0.001787781,0.0007784799,0.0005305388,0.004288314],"category_scores_gemma":[0.03768487,0.0002150909,0.0006664225,0.002974712,0.0006611254,0.002632796,0.001606508,0.001054549,0.000574385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786479,"about_ca_system_score_gemma":0.001272241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003645996,"about_ca_topic_score_gemma":0.002494463,"domain_scores_codex":[0.9958698,0.002029383,0.0002806201,0.0003709918,0.0009960573,0.0004531172],"domain_scores_gemma":[0.8850542,0.09629633,0.008708158,0.002679361,0.005616429,0.001645527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0021804,0.004259223,0.8941203,0.0003682287,0.0003910346,0.0008054859,0.004279776,0.02506943,0.005242227,0.003865377,0.001038947,0.05837957],"study_design_scores_gemma":[0.00007389887,0.005560124,0.9326178,0.00006296406,0.00020696,0.000229199,0.00834017,0.04565217,0.004294149,0.001298734,0.001598558,0.00006524581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969515,0.00004229207,0.0005106165,0.00006845924,0.000002081254,0.00005075677,0.0001973632,0.0000114924,0.002165392],"genre_scores_gemma":[0.9988656,0.0000440656,0.0004233117,0.00001013439,0.000003997939,0.00003701852,0.0002071279,0.000004996356,0.0004036676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005238454,"threshold_uncertainty_score":0.02770394,"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."}}