{"id":"W2115132287","doi":"10.1007/978-0-387-76312-5_8","title":"How Can B2B E-Marketplaces (EM) Enhance the Quality of Supply Chain?","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Supply chain; Competitive advantage; Business; Quality (philosophy); Process management; Supply chain management; Order (exchange); Business process; Process (computing); Knowledge management; Industrial organization; Computer science; Marketing; Work in process","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003198285,0.00055609,0.000741969,0.0003597671,0.0002425891,0.0005157716,0.0009305883,0.0002960267,0.003326506],"category_scores_gemma":[0.000160088,0.0003958887,0.0003813888,0.0001385231,0.0002914999,0.0004578993,0.0005654086,0.0004490142,0.0001811158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005499702,"about_ca_system_score_gemma":0.0000345088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931642,"about_ca_topic_score_gemma":0.01334151,"domain_scores_codex":[0.9969884,0.00003040094,0.0008398186,0.000601951,0.00106009,0.00047939],"domain_scores_gemma":[0.9973938,0.0003141447,0.0009712373,0.0009829578,0.0003161918,0.00002164443],"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":[0.00009378615,0.00004431288,0.0001599298,0.001142554,0.0002164548,0.000009544576,0.0001222273,0.000004179799,0.00001339761,0.943764,0.03492521,0.01950436],"study_design_scores_gemma":[0.0002717632,0.00001255796,0.0007922531,0.0001524542,0.0001366995,3.774242e-7,0.0007885525,0.00005829513,0.00004530785,0.02841856,0.9687232,0.000599972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006419033,0.0003719032,0.001153542,0.01192235,0.0005708656,0.0008730652,0.00003895757,0.0001457067,0.9842817],"genre_scores_gemma":[0.1284893,0.0001524184,0.0001011471,0.005614446,0.001448267,0.00002145398,0.0001506212,0.00007588111,0.8639464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.933798,"threshold_uncertainty_score":0.9998493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318735875401658,"score_gpt":0.271308506751389,"score_spread":0.2281211479973724,"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."}}