{"id":"W2059980651","doi":"10.1117/12.473407","title":"&lt;title&gt;Measurement study of RealMedia streaming traffic&lt;/title&gt;","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Network packet; Variable bitrate; Constant bitrate; Interleaving; Encoder; Real-time computing; Computer network; The Internet; Application layer; Bit rate","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003614413,0.0003175157,0.0003140054,0.00105712,0.0003537293,0.0005140993,0.000442816,0.0003531678,0.003039311],"category_scores_gemma":[0.001291458,0.0001064946,0.0001187188,0.001336421,0.0002421407,0.0005086345,0.0002803828,0.0003549695,0.001539729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088411,"about_ca_system_score_gemma":0.0002480496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004083795,"about_ca_topic_score_gemma":0.002032866,"domain_scores_codex":[0.9995632,0.00005486459,0.000023111,0.00006604326,0.0002269531,0.00006575624],"domain_scores_gemma":[0.9984554,0.0003805289,0.00008624083,0.0001615132,0.0008261684,0.00009011469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001088235,0.001576102,0.05062539,0.0005227742,0.00004994366,0.001387796,0.0003877925,0.0479592,0.3743362,0.005634094,0.06582761,0.4506049],"study_design_scores_gemma":[0.00005327228,0.001209876,0.1130852,0.0001339478,0.00004500704,0.001815765,0.0006632217,0.52276,0.3176582,0.002323999,0.04011872,0.0001328542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190713,0.001268631,0.03482627,0.000398189,0.0004158476,0.000192764,0.003798914,0.003959705,0.03606841],"genre_scores_gemma":[0.9718263,0.0007948506,0.01334262,0.0001568411,0.0001294537,0.000116195,0.006165211,0.0002602701,0.00720836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004083795,"threshold_uncertainty_score":0.01016748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693840041824805,"score_gpt":0.2117581247355043,"score_spread":0.1948197243172563,"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."}}