{"id":"W1990749876","doi":"10.1145/1596519.1596521","title":"FISTE","year":2009,"lang":"en","type":"article","venue":"ACM Transactions on Modeling and Computer Simulation","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Quality of service; Network traffic simulation; Distributed computing; Computer network; Traffic engineering; Traffic generation model; Network traffic control; Queue; Sampling (signal processing); Traffic classification","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":[0.00009387128,0.0001156621,0.0001058102,0.00008971486,0.0002217811,0.0001367006,0.0002678226,0.00005647984,0.000002917466],"category_scores_gemma":[0.00000244664,0.000113144,0.00005024646,0.0001491921,0.0000077373,0.0003028219,0.000004909793,0.0001270273,0.00001148673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001385277,"about_ca_system_score_gemma":0.00001338778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002204621,"about_ca_topic_score_gemma":8.292796e-7,"domain_scores_codex":[0.9992032,0.00003483452,0.0001689602,0.0003019773,0.000141453,0.0001495407],"domain_scores_gemma":[0.9993377,0.00009672801,0.00002791309,0.0004082715,0.00005888742,0.00007045074],"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":[0.000004985536,0.00001937954,5.759379e-7,5.419458e-7,0.000003320606,5.338161e-7,0.00006301022,0.5270088,0.000001270275,0.001360741,0.000003125796,0.4715337],"study_design_scores_gemma":[0.0003792455,0.0001464116,0.00004869856,0.00001636569,0.000007644623,0.000004003324,0.000002140279,0.989243,0.000004326852,0.009894171,0.0001293976,0.0001245817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008662073,0.0000543621,0.9889016,0.001666848,0.0002329562,0.00008983124,4.85369e-7,0.0003047918,0.00008706405],"genre_scores_gemma":[0.9325631,0.00001653906,0.06619189,0.001085572,0.0000905751,0.00000315185,0.000001172234,0.000003934401,0.00004401121],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9239011,"threshold_uncertainty_score":0.4613879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184412916538704,"score_gpt":0.2501052288329259,"score_spread":0.2282610996675389,"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."}}