{"id":"W2090481002","doi":"10.1109/ccp.2011.26","title":"QoS Performance Testing of Multimedia Delivery over WiMAX Networks","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College; Eion (Canada)","funders":"","keywords":"WiMAX; IPTV; Computer science; Multimedia; Quality of service; Computer network; Wireless; Variety (cybernetics); IP Multimedia Subsystem; Focus (optics); 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":[0.001739715,0.0004744118,0.0004207521,0.0008289401,0.0003790811,0.0004807177,0.0005347953,0.0005334488,0.001073877],"category_scores_gemma":[0.005906713,0.0001457013,0.0001564662,0.0005213537,0.0004200297,0.0006037125,0.0003413987,0.000450748,0.0002071911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005883171,"about_ca_system_score_gemma":0.0002417221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002072087,"about_ca_topic_score_gemma":0.0006209973,"domain_scores_codex":[0.9986499,0.0004398574,0.00007235722,0.00009496123,0.0006010201,0.0001418547],"domain_scores_gemma":[0.9968705,0.001851966,0.0002437296,0.0001991866,0.0007419423,0.00009276286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006649819,0.0009002887,0.02057553,0.0005683917,0.0001370987,0.001008996,0.000618255,0.1295173,0.6968211,0.003318637,0.001041927,0.1388427],"study_design_scores_gemma":[0.0001080171,0.006194118,0.01232258,0.00003376068,0.00007453837,0.0007240615,0.0002356102,0.3593417,0.6175548,0.0009308267,0.00242516,0.00005490592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851372,0.0005493421,0.01195663,0.00009832148,0.00003583688,0.00004069023,0.00009740304,0.0002258184,0.001858796],"genre_scores_gemma":[0.9965128,0.0001851272,0.002611412,0.00001625058,0.00001569288,0.00001533791,0.00008737747,0.0000195404,0.000536426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002072087,"threshold_uncertainty_score":0.009200573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759589273893216,"score_gpt":0.1786261687494272,"score_spread":0.1610302760104951,"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."}}