{"id":"W2594747081","doi":"","title":"Virtual path optimization in satellite atm networks with stochastic traffic flows","year":2002,"lang":"en","type":"article","venue":"International Symposium on Antenna Technology and Applied Electromagnetics","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer network; Computer science; Network traffic control; Quality of service; Asynchronous Transfer Mode; Traffic generation model; Traffic shaping; Network congestion; Network traffic simulation; Distributed computing; Network topology","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":[0.001977912,0.001106796,0.001223203,0.0007620016,0.0005801268,0.001190727,0.001027788,0.00111455,0.002345664],"category_scores_gemma":[0.00439859,0.0009100479,0.0004867695,0.001001947,0.001478611,0.001288277,0.001215332,0.001000198,0.0001801614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868406,"about_ca_system_score_gemma":0.001706057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00985288,"about_ca_topic_score_gemma":0.005909615,"domain_scores_codex":[0.9991197,0.0004371718,0.00002113405,0.00009426495,0.0001306396,0.0001971764],"domain_scores_gemma":[0.9967725,0.002509834,0.0002800227,0.00005064106,0.0002016418,0.0001853755],"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":[0.00003601879,0.000006331585,0.0001090858,0.00001186812,0.000009622747,0.00001587655,0.000007367244,0.9933081,0.00007547052,0.004918028,0.000256966,0.001245312],"study_design_scores_gemma":[0.000006827554,0.000008241424,0.0000349348,0.00000180906,0.000002114569,0.000002941635,0.000004083631,0.9965714,0.00002515064,0.003261419,0.0000790132,0.000002037432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1700815,0.002030362,0.8179311,0.001270754,0.0001757529,0.00009563667,0.0003026525,0.0003728973,0.007739342],"genre_scores_gemma":[0.9659105,0.0007255113,0.02836915,0.0001452471,0.00006272807,0.0001137919,0.0001431613,0.0000803606,0.004449605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00985288,"threshold_uncertainty_score":0.01959109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005699038490557217,"score_gpt":0.1822728814942483,"score_spread":0.1765738430036911,"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."}}