{"id":"W2032952070","doi":"10.1145/1291233.1291409","title":"Improving the delivery of multimedia embedded in web pages","year":2007,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; World Wide Web; Latency (audio); Multimedia; Protocol (science); Web server; Content delivery; Computer network; Operating system; The Internet; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003346839,0.0005557241,0.0004943779,0.0004757307,0.0003759368,0.0007677689,0.0006492383,0.0006645977,0.001526285],"category_scores_gemma":[0.002613054,0.0002076091,0.0002002906,0.0005934567,0.000184498,0.001257617,0.0003871564,0.0004607959,0.0008861379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004374447,"about_ca_system_score_gemma":0.0005494485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002239329,"about_ca_topic_score_gemma":0.001700305,"domain_scores_codex":[0.9996272,0.00006922062,0.00002799867,0.00004875195,0.0001667187,0.0000600295],"domain_scores_gemma":[0.9985968,0.0004924553,0.0001891264,0.0001726977,0.0004849881,0.00006391152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005634955,0.0007803972,0.004524816,0.0005034679,0.00005364406,0.000425369,0.0002264858,0.03676819,0.638611,0.002518591,0.002268588,0.3127559],"study_design_scores_gemma":[0.00005344309,0.0009991343,0.005368587,0.0000379055,0.0002070584,0.0008499033,0.0001646563,0.3153602,0.665741,0.00184461,0.009342306,0.00003126239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7048851,0.005462968,0.2790417,0.0004213709,0.0001926645,0.0001323147,0.0001520926,0.00368243,0.006029287],"genre_scores_gemma":[0.8996962,0.002455552,0.08969514,0.0001307832,0.0001207961,0.00003657788,0.0002889628,0.0002273102,0.007348724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002239329,"threshold_uncertainty_score":0.005105972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447984903577883,"score_gpt":0.2204342992456907,"score_spread":0.2059544502099118,"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."}}