{"id":"W4393252848","doi":"10.1109/lnet.2024.3382955","title":"Necessary and Sufficient Condition for Triggering ECN Before PFC in Shared Memory Switches","year":2024,"lang":"en","type":"article","venue":"IEEE Networking Letters","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Huawei Technologies","keywords":"Computer science; Computer network","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":[0.002383337,0.0007984058,0.001311286,0.001376075,0.001120721,0.001834671,0.001305629,0.001184748,0.005640181],"category_scores_gemma":[0.0204633,0.0006229262,0.0006671285,0.000581613,0.001909725,0.002962939,0.001700111,0.00172533,0.000735317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615866,"about_ca_system_score_gemma":0.003668904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004263798,"about_ca_topic_score_gemma":0.003233542,"domain_scores_codex":[0.9974063,0.0002307571,0.0001987299,0.000638121,0.0004956446,0.001030391],"domain_scores_gemma":[0.9832219,0.009689726,0.002083869,0.0006783257,0.00313886,0.001187242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003021912,0.001377448,0.01865603,0.001688513,0.0002133282,0.00634942,0.0009838042,0.4169869,0.2060075,0.2618873,0.01586354,0.06696436],"study_design_scores_gemma":[0.0003581835,0.0005862213,0.003568632,0.0001829274,0.0001228285,0.00113094,0.0003926163,0.8612596,0.05830405,0.0690382,0.004926924,0.0001288781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3480755,0.00127515,0.6096591,0.00201984,0.0005646008,0.0004782469,0.001082509,0.002967077,0.03387795],"genre_scores_gemma":[0.9702001,0.0003013028,0.02720634,0.0002622134,0.0001514254,0.0001721838,0.0002750553,0.0001028897,0.001328567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005640181,"threshold_uncertainty_score":0.01886827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446804937160483,"score_gpt":0.2408652051735475,"score_spread":0.2263971558019426,"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."}}