{"id":"W2156001917","doi":"10.1109/glocom.2007.1012","title":"Performance Analysis of IPTV Traffic in Home Networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"IPTV; Computer science; Burstiness; Computer network; Bottleneck; Wireless network; Quality of service; Wireless; Telecommunications; Embedded system","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":[0.000639726,0.00008311428,0.0002311164,0.00039142,0.00002554305,0.00001970334,0.0004385569,0.00005517428,0.00003743839],"category_scores_gemma":[0.000003799008,0.00007262877,0.00008939433,0.002582008,0.00002791813,0.0001796753,0.00004118421,0.00009664109,0.000005792448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002016671,"about_ca_system_score_gemma":0.00001678374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008629347,"about_ca_topic_score_gemma":0.0002952376,"domain_scores_codex":[0.9990501,0.00002181817,0.0003103678,0.0002122245,0.0001364402,0.0002690206],"domain_scores_gemma":[0.9993991,0.0001280315,0.00006671736,0.0003066865,0.00003881496,0.00006069586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008392723,0.00003268819,0.01712375,0.000001301194,0.00005571089,0.000003481806,0.00007731754,0.4734128,0.000002627598,0.004905174,0.00004675629,0.50433],"study_design_scores_gemma":[0.0002053448,0.00002843489,0.1570605,0.000004346055,0.00002975753,7.074416e-7,0.00001062817,0.8424687,0.000006272541,0.000005652794,0.0001031734,0.00007652982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5466391,0.0001006444,0.4512367,0.00006667682,0.0001054976,0.00004194765,9.113506e-8,0.0000574236,0.001751935],"genre_scores_gemma":[0.9970704,0.00003563998,0.002477552,0.0001484035,0.00003417872,0.000002319657,0.000001260609,0.00000268821,0.0002275842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5042535,"threshold_uncertainty_score":0.2961715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006747220780636502,"score_gpt":0.2107184561697219,"score_spread":0.2039712353890854,"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."}}