{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007621993,0.0002258502,0.0002037115,0.0003742069,0.00005303382,0.00004302873,0.0003325561,0.0002463972,0.00003093647],"category_scores_gemma":[0.000006812,0.0002223868,0.00002007457,0.0005542923,0.000104388,0.00005057595,0.00003533379,0.0004218884,0.00002371948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000914445,"about_ca_system_score_gemma":0.000003714072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.214334e-7,"about_ca_topic_score_gemma":0.00001275168,"domain_scores_codex":[0.9989449,0.00001603022,0.0003149524,0.000267283,0.0001624813,0.0002943164],"domain_scores_gemma":[0.9994966,0.0000692507,0.00005614802,0.000287889,0.00004547376,0.00004467007],"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":[0.00005138251,0.00008879347,0.00009958145,0.000006303799,0.00004388992,0.000007142367,0.0001629912,0.9672021,0.008315456,0.007588897,0.0000130795,0.01642041],"study_design_scores_gemma":[0.0007293223,0.0003305057,0.0001081064,0.00006620868,0.000009526504,0.00006580127,0.00008687215,0.9974321,0.0002251314,0.00004863665,0.0006456241,0.0002522013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.885709,0.00620265,0.09268318,0.002093754,0.0004200479,0.0009614592,0.00001090808,0.001601546,0.01031748],"genre_scores_gemma":[0.9944875,0.003514258,0.001628539,0.00007465978,0.00004359104,0.00009323416,0.00002562643,0.0000436011,0.00008894287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087786,"threshold_uncertainty_score":0.9068671,"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."}}