{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003318026,0.00009576987,0.0001549014,0.0001433603,0.0001186769,0.0001713796,0.0002229162,0.00003945718,0.000005845503],"category_scores_gemma":[0.00004139244,0.00007955382,0.0001229302,0.0004371742,0.00001043382,0.0001925047,0.00004742102,0.00005887896,0.000004226215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001459097,"about_ca_system_score_gemma":0.00004172631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005314927,"about_ca_topic_score_gemma":0.00004671652,"domain_scores_codex":[0.9991634,0.00003363616,0.0001481047,0.0003313267,0.0001179032,0.000205658],"domain_scores_gemma":[0.999472,0.00005451041,0.00002662559,0.0003088083,0.00006424011,0.00007377414],"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":[0.00008345499,0.0006389196,0.0414106,0.000119365,0.003279134,0.00004008469,0.003252201,0.1813934,0.01064647,0.5557972,0.004347746,0.1989915],"study_design_scores_gemma":[0.0002314496,0.0000220621,0.00003717127,0.000006256897,0.00007822005,0.000003709582,0.00004578058,0.9976978,0.00006296365,0.001270846,0.0004217508,0.0001219698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1404222,0.0004669795,0.855571,0.000342722,0.0000665113,0.0001248608,0.000001152347,0.0001202862,0.002884228],"genre_scores_gemma":[0.9646538,0.00002019422,0.03409551,0.0002837265,0.00001517707,0.00002174479,8.44046e-7,0.00000415368,0.0009048647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8242316,"threshold_uncertainty_score":0.3244111,"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."}}