{"id":"W2067255990","doi":"10.1145/500141.500221","title":"Experiences with MPEG-4 multimedia streaming","year":2001,"lang":"en","type":"article","venue":"","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Testbed; Multimedia; Real Time Streaming Protocol; Codec; Quality of service; Computer network; Wireless Multimedia Extensions; The Internet; Wireless; Wireless network; Telecommunications; World Wide Web","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":[0.006132451,0.0006915863,0.0004372492,0.0005733668,0.001107876,0.001666737,0.001506449,0.001030256,0.002678478],"category_scores_gemma":[0.009911493,0.0003995152,0.0003869344,0.001256398,0.001083525,0.003485757,0.001581983,0.00148975,0.0007840937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008711121,"about_ca_system_score_gemma":0.0006526722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971016,"about_ca_topic_score_gemma":0.004226875,"domain_scores_codex":[0.997247,0.001100139,0.0001439734,0.0002011659,0.001021064,0.0002865643],"domain_scores_gemma":[0.9959639,0.00159294,0.0001174205,0.0003564511,0.001057817,0.0009114005],"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":[0.001862573,0.005964539,0.01629341,0.001376728,0.0001291198,0.004411096,0.0369366,0.02468422,0.0731489,0.02228203,0.05291696,0.7599939],"study_design_scores_gemma":[0.0005176333,0.01062099,0.02505082,0.0006931814,0.000186739,0.006342899,0.01552502,0.08388098,0.1807749,0.01397498,0.6620471,0.0003847485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7486986,0.007725458,0.1558448,0.007960306,0.0006054169,0.0008259366,0.0008198335,0.002770388,0.07474933],"genre_scores_gemma":[0.7657031,0.01184741,0.1877981,0.0009659,0.000550147,0.0002124846,0.002032513,0.0009537524,0.02993657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006132451,"threshold_uncertainty_score":0.0324319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401798474797771,"score_gpt":0.2973235401507063,"score_spread":0.2733055554027286,"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."}}