{"id":"W2013474209","doi":"10.1109/iwqos.2010.5542742","title":"Streaming scalable video over WiMAX networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Multicast; WiMAX; Computer network; Scalability; Broadcasting (networking); Wireless broadband; Wireless network; Optimization problem; Wireless; Distributed computing; Algorithm; Telecommunications","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":[0.0003834639,0.0005775603,0.0004383614,0.0003040446,0.0003372443,0.0004508733,0.0004909285,0.0003813179,0.00130047],"category_scores_gemma":[0.0008711884,0.0001423799,0.0001534473,0.0007563225,0.0002900931,0.0006480183,0.0004922067,0.0003509314,0.0001539662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008197813,"about_ca_system_score_gemma":0.0005804037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004386649,"about_ca_topic_score_gemma":0.004079204,"domain_scores_codex":[0.9998053,0.0000460818,0.000007109161,0.00002502735,0.00008523996,0.00003125786],"domain_scores_gemma":[0.9998487,0.00007622531,0.00002574451,0.00001203436,0.0000246448,0.00001254555],"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":[0.0001911283,0.0000578467,0.0003785564,0.0001647315,0.00002707154,0.0002327703,0.00006321295,0.7622278,0.02794242,0.02356694,0.003814624,0.1813328],"study_design_scores_gemma":[0.00001511006,0.00003089045,0.0001332921,0.000004479203,0.000004806551,0.00002857648,0.00001148837,0.9899406,0.002117427,0.006635664,0.001073906,0.00000375746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1021332,0.0009537858,0.8861564,0.0003879838,0.00004929432,0.0001391396,0.0001682,0.0007773126,0.009234682],"genre_scores_gemma":[0.8717881,0.001060306,0.1231162,0.00007229843,0.00007433104,0.0001274412,0.0001945549,0.00005162484,0.003515246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004386649,"threshold_uncertainty_score":0.008722246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002701721193653462,"score_gpt":0.1884156674147831,"score_spread":0.1857139462211296,"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."}}