{"id":"W4296990896","doi":"10.32604/cmc.2023.031282","title":"Fast Verification of Network Configuration Updates","year":2022,"lang":"en","type":"article","venue":"Computers, materials & continua/Computers, materials & continua (Print)","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fundamental Research Funds for the Central Universities; Hainan Association for Science and Technology; Hainan University; National Natural Science Foundation of China","keywords":"Correctness; Computer science; Distributed computing; Network simulation; Computer network; Algorithm","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":[0.003804979,0.0009431977,0.0008775046,0.001627932,0.001017176,0.001863731,0.002199495,0.0009386476,0.002535718],"category_scores_gemma":[0.01927655,0.0005872499,0.0008436639,0.0007370242,0.001485658,0.004224473,0.002476312,0.001369589,0.0006103136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764415,"about_ca_system_score_gemma":0.002933154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004340556,"about_ca_topic_score_gemma":0.003714218,"domain_scores_codex":[0.9920567,0.001649469,0.0004116764,0.001640823,0.003537781,0.0007035549],"domain_scores_gemma":[0.9818512,0.006546666,0.001426336,0.006571938,0.003364024,0.0002398483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001169372,0.000194447,0.01486359,0.0005151341,0.0001456907,0.001189688,0.0008129454,0.2270377,0.07594988,0.07815249,0.01062183,0.5893472],"study_design_scores_gemma":[0.0001041647,0.0001959137,0.001537108,0.00006633699,0.00005776631,0.0004950658,0.0001555116,0.8519449,0.1075183,0.02739061,0.01046308,0.00007126687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04657014,0.0001982513,0.9363855,0.0001227043,0.00008932666,0.000184082,0.0002695842,0.01385457,0.002325865],"genre_scores_gemma":[0.7796755,0.0001539158,0.2160991,0.000150522,0.00003582686,0.0002019616,0.0007468893,0.0007576942,0.002178518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004340556,"threshold_uncertainty_score":0.02012289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007336000674494,"score_gpt":0.2100520161560818,"score_spread":0.1999786561493369,"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."}}