{"id":"W2017732869","doi":"10.1108/17415650680000052","title":"A scalable multimedia streaming scheme with CBR‐transmission of VBR‐encoded videos over the internet","year":2006,"lang":"en","type":"article","venue":"Interactive Technology and Smart Education","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Real Time Streaming Protocol; Computer network; Scalability; Server; Variable bitrate; The Internet; Constant bitrate; Bandwidth (computing); Jitter; Quality of service; Multimedia; Operating system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001431956,0.0001666137,0.0001828298,0.0005218675,0.00008992141,0.00004975883,0.0006920446,0.0001683015,0.00001117593],"category_scores_gemma":[0.00008439879,0.0001153265,0.0000265382,0.0009081026,0.0002607925,0.0003945919,0.0002417952,0.0003328185,0.00001053936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007048006,"about_ca_system_score_gemma":0.0001061657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003684551,"about_ca_topic_score_gemma":0.0001321995,"domain_scores_codex":[0.9989669,0.00003383857,0.0002321915,0.0003910866,0.0001455286,0.0002304645],"domain_scores_gemma":[0.9989618,0.000165887,0.0001621834,0.0005018948,0.0001774779,0.00003077798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001705739,0.000912267,0.1409526,0.00004980815,0.000135231,0.00001114557,0.002292914,0.00006235202,0.05327269,0.08446717,0.01239224,0.705281],"study_design_scores_gemma":[0.00143813,0.001277984,0.2087729,0.001333498,0.00007438431,0.0002599391,0.002601791,0.07305063,0.5929473,0.07328957,0.04392193,0.001031898],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8497475,0.0002333798,0.142557,0.005657451,0.0002066996,0.0003206405,0.00000140204,0.0003186856,0.0009572086],"genre_scores_gemma":[0.9231395,0.000007873521,0.0762149,0.0001042421,0.00002475191,0.00009746807,0.000004150884,0.000008567729,0.0003985304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7042491,"threshold_uncertainty_score":0.4702879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005127980205163541,"score_gpt":0.2418243051287398,"score_spread":0.2366963249235762,"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."}}