{"id":"W1812846507","doi":"","title":"Congestion in large balanced multirate links","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Network congestion; Distributed computing","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":[0.00109766,0.0005813609,0.001284245,0.001109904,0.001018753,0.002098124,0.0009019937,0.0009780625,0.003113455],"category_scores_gemma":[0.008036023,0.0006783553,0.0002975724,0.0008684662,0.001119683,0.001736782,0.001170885,0.0009033732,0.0002119918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620275,"about_ca_system_score_gemma":0.0004743347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884279,"about_ca_topic_score_gemma":0.002678661,"domain_scores_codex":[0.9994643,0.0001754327,0.00001473968,0.00009492319,0.0001180055,0.0001325932],"domain_scores_gemma":[0.9956012,0.002798653,0.0004071171,0.0001217148,0.0006375201,0.0004337337],"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":[0.00061726,0.0001549716,0.002801862,0.0002012234,0.00006010817,0.0005434836,0.0002092157,0.9132728,0.01229147,0.05298461,0.003738872,0.01312412],"study_design_scores_gemma":[0.00002144067,0.00003600591,0.0006236663,0.000007305165,0.00001374504,0.00004096746,0.0000410636,0.990302,0.000370047,0.008332516,0.0002016462,0.000009580999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260901,0.001678629,0.159284,0.001596165,0.0003328216,0.00008743991,0.0001894757,0.0004226423,0.01031872],"genre_scores_gemma":[0.9951024,0.0003045021,0.002009534,0.00004541217,0.0001047508,0.00002275157,0.00004130045,0.00002878192,0.002340623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003884279,"threshold_uncertainty_score":0.011756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412548109896936,"score_gpt":0.2185876855122882,"score_spread":0.2044622044133188,"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."}}