{"id":"W2112162877","doi":"10.1109/mascot.2002.1167096","title":"WebTraff: a GUI for Web proxy cache workload modeling and analysis","year":2003,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Cache; Workload; Locality; Proxy (statistics); Web page; Web application; Web server; Operating system; Database; World Wide Web; The Internet; Machine learning","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":[0.001094252,0.002027524,0.001033196,0.001760179,0.0003028793,0.001226675,0.002372443,0.001000031,0.03751737],"category_scores_gemma":[0.003833512,0.0008496714,0.0008742223,0.0008311634,0.0002285777,0.001538573,0.001147256,0.001429496,0.01488065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004403256,"about_ca_system_score_gemma":0.0005814135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307118,"about_ca_topic_score_gemma":0.002614613,"domain_scores_codex":[0.9994148,0.0001048301,0.00006123526,0.00009155807,0.0002622221,0.00006530935],"domain_scores_gemma":[0.9981735,0.0009587157,0.00009032583,0.0002382344,0.0004229554,0.0001163072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001751527,0.0006345099,0.00792311,0.0011647,0.0002841552,0.001229635,0.0006653812,0.04257658,0.04228844,0.008344768,0.4834734,0.4096639],"study_design_scores_gemma":[0.0006778836,0.0002890337,0.008012751,0.0002688077,0.0001254396,0.001443257,0.0001083838,0.6181447,0.05474896,0.01105811,0.3047192,0.0004034395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.004863718,0.0001779931,0.4660232,0.0001377127,0.00007466367,0.0003535336,0.006792308,0.5134781,0.00809875],"genre_scores_gemma":[0.1537848,0.001119602,0.6235015,0.001549172,0.0002407116,0.003789207,0.04463647,0.1349396,0.03643895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03751737,"threshold_uncertainty_score":0.1255081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450462358896721,"score_gpt":0.2378120757462115,"score_spread":0.2133074521572443,"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."}}