{"id":"W1518962388","doi":"10.1109/iscas.2006.1693165","title":"Prediction of traffic in a public safety network","year":2006,"lang":"en","type":"article","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Traffic generation model; Data mining; Aggregate (composite); Network traffic simulation; Data modeling; Cluster (spacecraft); Computer network; Network traffic control; Database","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":[0.0004299554,0.0005624549,0.0003170424,0.0009742331,0.0002766734,0.0003659586,0.0004038904,0.000474316,0.0004946909],"category_scores_gemma":[0.00214449,0.000194188,0.0002324655,0.0005929911,0.0002067843,0.0005335461,0.0001865165,0.000391021,0.0001970399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007982487,"about_ca_system_score_gemma":0.0004405166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01546824,"about_ca_topic_score_gemma":0.01005621,"domain_scores_codex":[0.9998067,0.00004213104,0.000007579851,0.0000496238,0.00005619317,0.00003781665],"domain_scores_gemma":[0.9990202,0.0004526134,0.0001503301,0.0000635829,0.0002446476,0.00006865142],"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":[0.0002827934,0.0001693342,0.09142157,0.00001787778,0.00003076142,0.0001017844,0.00006636638,0.8781494,0.003222558,0.0004634218,0.0007328397,0.02534133],"study_design_scores_gemma":[0.000002170452,0.00002018083,0.007953202,0.000001106283,0.000002997002,0.000007655966,0.00002008621,0.9912327,0.0004922865,0.0002165889,0.00004872468,0.000002198086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843142,0.00002531206,0.01456688,0.00008912734,0.000007576141,0.0000118701,0.0002336391,0.0002750509,0.0004762338],"genre_scores_gemma":[0.9968421,0.00002343928,0.002525812,0.000003635591,0.00000548839,0.000008675737,0.0003160009,0.000006957163,0.0002679112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546824,"threshold_uncertainty_score":0.03075641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503851200729313,"score_gpt":0.1928564316069387,"score_spread":0.1778179195996456,"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."}}