{"id":"W2074276474","doi":"10.1049/iet-com.2007.0325","title":"Multi-scale analysis of generalised processor sharing queues with long-range-dependent traffic inputs and variable service rates","year":2009,"lang":"en","type":"article","venue":"IET Communications","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fork–join queue; Queue; Computer science; Multilevel queue; Bulk queue; Queueing theory; Processor sharing; Decoupling (probability); Queue management system; Set (abstract data type); Variable (mathematics); Real-time computing; Mathematics; Computer network; Engineering","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":[0.0003592469,0.0001620075,0.0003439591,0.0004274661,0.0003155204,0.000157068,0.0008014175,0.00004984191,0.00004100645],"category_scores_gemma":[0.00004715561,0.0001462327,0.00005978352,0.002497226,0.00007983205,0.0007838856,0.0002373932,0.0001344996,0.000006710922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002077899,"about_ca_system_score_gemma":0.00001455445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003850274,"about_ca_topic_score_gemma":0.006391154,"domain_scores_codex":[0.9990624,0.00003106304,0.0003115723,0.0002678655,0.0001521543,0.0001750078],"domain_scores_gemma":[0.9979983,0.00007828921,0.0003142884,0.001189387,0.0004023322,0.00001742315],"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":[0.0002250162,0.00174312,0.1097583,0.0004204245,0.002845956,0.000004053709,0.002380145,0.85636,0.01177934,0.01121242,0.0000639685,0.003207212],"study_design_scores_gemma":[0.0007398674,0.00001351464,0.02782543,0.0001043491,0.003025715,0.000001004718,0.0003879714,0.9659407,0.0001682424,0.001013725,0.0004397426,0.0003397958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983925,0.0006887827,0.01019729,0.003372967,0.00001298037,0.0002967219,0.00001383756,0.0002188015,0.001273565],"genre_scores_gemma":[0.9836693,0.00007544502,0.01481127,0.001064065,0.00003053166,0.00003052406,0.0001472773,0.00001747581,0.0001540967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095806,"threshold_uncertainty_score":0.5963196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737876442228293,"score_gpt":0.2780058607325195,"score_spread":0.2506270963102366,"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."}}