{"id":"W2150310088","doi":"10.1002/spe.609","title":"Performance evaluation for VBR Continuous Media File Server admission control","year":2004,"lang":"en","type":"article","venue":"Software Practice and Experience","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Computer science; Control (management); Variable bitrate; Operating system; World Wide Web; Computer network; Database; Bit rate","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":[0.003426485,0.0005569978,0.0006359412,0.0007238556,0.0006300432,0.001170126,0.001042789,0.0007462121,0.001143128],"category_scores_gemma":[0.0126853,0.0001478648,0.0002046723,0.0005770167,0.0007214847,0.0006813886,0.0006129211,0.0005855438,0.0002051547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842324,"about_ca_system_score_gemma":0.0008084837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008419639,"about_ca_topic_score_gemma":0.002585934,"domain_scores_codex":[0.9976702,0.0008786687,0.0001317671,0.0002020236,0.0008286557,0.0002886204],"domain_scores_gemma":[0.9928071,0.004222088,0.000465331,0.0005595143,0.001509133,0.0004367251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005915124,0.001574079,0.0191123,0.0002728711,0.0002137481,0.0004380769,0.0006453192,0.6912403,0.07964317,0.005490661,0.0018929,0.1935615],"study_design_scores_gemma":[0.0001150181,0.0007405966,0.002439474,0.000009649616,0.00003173724,0.0000889885,0.00008813244,0.9687048,0.02704247,0.0004021964,0.0003071879,0.00002970536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493746,0.000298418,0.04611233,0.0001677094,0.00005138119,0.0001202099,0.0000475791,0.001528442,0.002299325],"genre_scores_gemma":[0.9958524,0.00002625011,0.003836821,0.00001353874,0.000005364599,0.000009755085,0.00002230658,0.00001158082,0.000221939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008419639,"threshold_uncertainty_score":0.01812118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537518739894085,"score_gpt":0.3660041986972919,"score_spread":0.3306290112983511,"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."}}