{"id":"W2135653889","doi":"10.1109/ccece.2003.1226068","title":"Performance behavior evaluation of Internet congestion control policing mechanisms","year":2004,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Token bucket; Computer science; Computer network; Quality of service; Leaky bucket; Packet loss; The Internet; EWMA chart; Network packet; Throughput; Poisson distribution; Real-time computing; Telecommunications; Control chart; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007641802,0.0001018209,0.0001441117,0.0000821669,0.00004016138,0.00003651667,0.0003327221,0.00005508755,0.00004508808],"category_scores_gemma":[0.00002271632,0.00009073626,0.0000455605,0.0001650204,0.00002613982,0.0003484181,0.00003460945,0.00007446457,0.00003330588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008781569,"about_ca_system_score_gemma":0.0001280705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009803426,"about_ca_topic_score_gemma":0.00002850359,"domain_scores_codex":[0.9988203,0.0000678948,0.0002511162,0.0002138912,0.0004733875,0.0001733917],"domain_scores_gemma":[0.999204,0.00003177991,0.0001162229,0.0002622484,0.0003286409,0.00005707771],"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":[0.00001388074,0.00009829563,0.0007170954,0.000006049503,0.00002068047,0.00000109452,0.0002271502,0.04635999,0.003279025,0.2638568,0.00002636548,0.6853936],"study_design_scores_gemma":[0.002951918,0.0002095037,0.01107219,0.00004319337,0.00007167862,0.00001489562,0.00001356958,0.9765965,0.006915532,0.001963917,0.00001104047,0.0001360064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3671152,0.0000208049,0.630884,0.0003389906,0.0002532071,0.0002851229,4.885183e-7,0.00009923499,0.00100297],"genre_scores_gemma":[0.9933096,0.000003945384,0.006250232,0.000231011,0.00003501682,0.00007412775,0.000001579899,0.000005136952,0.00008940732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9302366,"threshold_uncertainty_score":0.3700117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940584099038361,"score_gpt":0.2504109011398749,"score_spread":0.2310050601494913,"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."}}