{"id":"W1541848105","doi":"10.1002/9780470747759.ch3","title":"Multimedia Traffic Model","year":2009,"lang":"en","type":"other","venue":"","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Victoria","funders":"","keywords":"Computer science; Traffic model; Multimedia; Computer graphics (images); Computer network","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":[0.0002990205,0.0009027537,0.0005247996,0.0009177453,0.0005407832,0.001104893,0.001661753,0.001039809,0.01060289],"category_scores_gemma":[0.001132845,0.000249584,0.0005178672,0.001154228,0.0002509324,0.001461021,0.0004462031,0.0008820519,0.004438352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654009,"about_ca_system_score_gemma":0.0009406807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008499397,"about_ca_topic_score_gemma":0.00517551,"domain_scores_codex":[0.9996829,0.00003784646,0.00001192396,0.00006143427,0.0001611068,0.00004478458],"domain_scores_gemma":[0.9997119,0.0000606176,0.00002357969,0.0000304619,0.0001549087,0.00001839247],"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":[0.00006400542,0.000115778,0.0005499396,0.0001066884,0.00002273303,0.0001863322,0.00005399479,0.5727919,0.008172366,0.3335353,0.03386447,0.05053644],"study_design_scores_gemma":[0.000007576491,0.00001907138,0.0001624339,0.00001396412,0.00001076487,0.00008229307,0.00001295916,0.9578575,0.001068349,0.0239244,0.01682942,0.00001113679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04109579,0.002939165,0.7729835,0.002181048,0.0009669819,0.0004928918,0.007567843,0.001902009,0.1698708],"genre_scores_gemma":[0.5379582,0.008982839,0.1459434,0.001127404,0.00117299,0.001092364,0.00992398,0.0006963099,0.2931025],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01060289,"threshold_uncertainty_score":0.03547019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005422619840685488,"score_gpt":0.1952324123045134,"score_spread":0.189809792463828,"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."}}