{"id":"W2019950655","doi":"10.1109/icmss.2009.5301896","title":"Research of Neural Network Based on Fuzzy Clustering in Supply Chain Quality Affecting Elements Data Mining","year":2009,"lang":"en","type":"article","venue":"","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Federation for the Humanities and Social Sciences","keywords":"Cluster analysis; Data mining; Computer science; Supply chain; Fuzzy clustering; Artificial neural network; Quality (philosophy); Fuzzy logic; Economic shortage; Artificial intelligence; Neuro-fuzzy; Supply chain management; Process (computing); Machine learning; Fuzzy control system; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00211451,0.0004497499,0.0007255507,0.001475193,0.0005107791,0.001398238,0.001080585,0.0008601688,0.000997226],"category_scores_gemma":[0.006417468,0.0003566761,0.0006717956,0.002202051,0.0005234702,0.00225906,0.000514211,0.0007300238,0.0001915027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197942,"about_ca_system_score_gemma":0.0008227454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005855026,"about_ca_topic_score_gemma":0.003086732,"domain_scores_codex":[0.9990292,0.0003375426,0.00006617438,0.0001895685,0.000310599,0.00006688422],"domain_scores_gemma":[0.9982541,0.001021935,0.0001003322,0.00008392827,0.0005035519,0.00003613651],"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":[0.0002372022,0.0001827498,0.007084134,0.0003973611,0.0002754093,0.0001943618,0.000487176,0.6104806,0.004472001,0.05533259,0.001932489,0.3189239],"study_design_scores_gemma":[0.000007455794,0.00002075134,0.0008101022,0.00001939684,0.00001802396,0.00002282426,0.0000337056,0.9902587,0.001176064,0.006981969,0.000640314,0.00001074947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0498608,0.001277814,0.942308,0.0007889786,0.00009063797,0.0001076965,0.00006163807,0.0002396648,0.005264779],"genre_scores_gemma":[0.7375656,0.00238276,0.2555904,0.0001706976,0.0001557574,0.0002112639,0.0001920972,0.00003871492,0.003692644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005855026,"threshold_uncertainty_score":0.01164186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395540283132612,"score_gpt":0.3841867404227787,"score_spread":0.2446327121095175,"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."}}