{"id":"W1577615149","doi":"10.1109/icc.2015.7249296","title":"An SU traffic controller for the TCP/AQM Networks","year":2015,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Robustness (evolution); Computer science","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":[0.001108532,0.0006006188,0.0005534815,0.0005318074,0.0007593124,0.001219342,0.001706337,0.0007710859,0.001467521],"category_scores_gemma":[0.001426434,0.0001670822,0.0004140295,0.0003198174,0.0005530381,0.001024953,0.0007333139,0.001321202,0.0003694195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008243388,"about_ca_system_score_gemma":0.001292322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002172743,"about_ca_topic_score_gemma":0.002159919,"domain_scores_codex":[0.9994016,0.0001321985,0.00003733629,0.0001275122,0.0002297758,0.00007160329],"domain_scores_gemma":[0.9994171,0.0001289578,0.00005774034,0.00006180738,0.0002899981,0.00004437796],"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":[0.000460442,0.0005004447,0.002091964,0.0002811135,0.0001017504,0.0003988619,0.0003251187,0.2988933,0.0742089,0.191874,0.01015357,0.4207106],"study_design_scores_gemma":[0.00001799895,0.00009231397,0.0001131829,0.000008253892,0.00001578439,0.00005050749,0.0000131507,0.9876701,0.003758195,0.00478936,0.003458618,0.00001250708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02546738,0.0005986341,0.9632462,0.0003485302,0.0004125451,0.0001046228,0.000029045,0.001080722,0.008712284],"genre_scores_gemma":[0.9039209,0.0003402764,0.09037441,0.000343061,0.0003805753,0.0001758559,0.00006674469,0.00006105527,0.004337167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002172743,"threshold_uncertainty_score":0.005980968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591107484856318,"score_gpt":0.253429439927668,"score_spread":0.2275183650791049,"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."}}