{"id":"W2896572082","doi":"10.1109/itc30.2018.00013","title":"On Occupancy Based Randomized Routing Schemes in Large Systems of Shared Servers","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Routing (electronic design automation); Server; Queue; Fixed point; Field (mathematics); Mathematics; Discrete mathematics; Computer network; Mathematical analysis","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":[0.006178781,0.0006236543,0.001086114,0.001205642,0.001221114,0.001685209,0.001762991,0.001322459,0.002919584],"category_scores_gemma":[0.01648436,0.0005532417,0.000943572,0.0008893857,0.003242144,0.004582485,0.002128938,0.001735888,0.0003011287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003784823,"about_ca_system_score_gemma":0.002462919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003592012,"about_ca_topic_score_gemma":0.002955588,"domain_scores_codex":[0.9969755,0.001551311,0.00008901427,0.0003586331,0.0005653758,0.0004601462],"domain_scores_gemma":[0.9891791,0.007600887,0.001116208,0.001028468,0.000631547,0.0004436864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001432353,0.00006709107,0.0005643402,0.00005814815,0.000033209,0.00006557948,0.0001209431,0.4559944,0.001616879,0.5286035,0.00133959,0.01139304],"study_design_scores_gemma":[0.00002377011,0.00003914696,0.0001390218,0.00001094176,0.000008569359,0.00001968179,0.0000181126,0.8934539,0.0002781347,0.1054223,0.000570745,0.00001565207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09747865,0.00104005,0.8913106,0.001749116,0.0001765305,0.00008703386,0.000108968,0.0004003344,0.00764867],"genre_scores_gemma":[0.9144253,0.000790474,0.07798681,0.0004732105,0.0002297865,0.0001779429,0.0001053218,0.0001407016,0.005670438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006178781,"threshold_uncertainty_score":0.03267694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275330920204758,"score_gpt":0.2472406198492826,"score_spread":0.234487310647235,"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."}}