{"id":"W1912034795","doi":"10.1109/mmsp.2001.962789","title":"MPEG-4 broadcast: a client/server framework for multi-service streaming using push channels","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer network; Multimedia Broadcast Multicast Service; Service (business); Atomic broadcast; Architecture; Video server; Application layer; Broadcast domain; MPEG-4; Synchronization (alternating current); Broadcasting (networking); Multicast; Operating 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003336896,0.0001129996,0.0001587991,0.0001034043,0.0006459427,0.00007587754,0.0006113798,0.0002983479,0.002085935],"category_scores_gemma":[0.0005048933,0.0001140192,0.00007408998,0.0003968499,0.000138733,0.0001768212,0.0001303485,0.0001951871,0.0001752179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007734058,"about_ca_system_score_gemma":0.00002853864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002466128,"about_ca_topic_score_gemma":0.003187978,"domain_scores_codex":[0.998858,0.00009831059,0.0002195231,0.0002331582,0.0001846925,0.00040626],"domain_scores_gemma":[0.9988255,0.0003401536,0.0001060957,0.0004517971,0.0001639101,0.0001125805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001724051,0.0009111384,0.005809549,0.00005745042,0.00009137658,0.000003054927,0.05690771,0.00008546375,0.0005283161,0.7365965,0.001560695,0.1974315],"study_design_scores_gemma":[0.001915698,0.00006715867,0.0004641955,0.0001365012,0.000056831,0.000003061573,0.02614047,0.500402,0.0008669828,0.01413177,0.4550205,0.0007948953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6053871,0.001843381,0.2957038,0.04630255,0.003107382,0.003673976,0.00003280153,0.002396383,0.04155259],"genre_scores_gemma":[0.7470627,0.0001778622,0.2490007,0.001414327,0.0001750773,0.0000541008,0.000004158796,0.00001900154,0.002092051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7224647,"threshold_uncertainty_score":0.9988263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2535950619092037,"score_gpt":0.4118734852899433,"score_spread":0.1582784233807396,"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."}}