{"id":"W2125752122","doi":"10.1109/dexa.2001.953077","title":"Model based predictive prefetching","year":2002,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Latency (audio); Web traffic; Predictive power; Web server; Reduction (mathematics); Server; Web application; Distributed computing; The Internet; Computer network; 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":[],"consensus_categories":[],"category_scores_codex":[0.00007842379,0.00006614,0.00006015276,0.00004928526,0.00007713126,0.00008134128,0.0003833938,0.00002376641,0.00003470546],"category_scores_gemma":[0.00001202772,0.00005584158,0.00004794758,0.00009198864,0.000008958903,0.0003352857,0.00007574609,0.00008363363,0.00008400009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001938754,"about_ca_system_score_gemma":0.00001003522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001966944,"about_ca_topic_score_gemma":0.000002606752,"domain_scores_codex":[0.9993876,0.00002031312,0.00008128783,0.0002100548,0.0001587889,0.0001419712],"domain_scores_gemma":[0.9995462,0.00003422113,0.00001922305,0.0003183397,0.0000276437,0.00005433688],"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":[0.00001985063,0.0005808556,0.001532115,0.00002383093,0.00006645283,0.00004548131,0.003000145,0.5906394,0.006454362,0.1616386,0.05029905,0.1856998],"study_design_scores_gemma":[0.0001535291,0.00002667479,0.00004998949,0.000006107731,0.000001917759,0.000001726,0.0000049297,0.99851,0.0001534078,0.0008974521,0.0001184567,0.00007582549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01023911,0.00004272545,0.9371909,0.0007446241,0.00008602006,0.00004599432,8.250323e-7,0.0003457144,0.05130406],"genre_scores_gemma":[0.9783043,0.000002470082,0.01714596,0.001158849,0.00001974557,0.000005406562,2.950133e-7,0.000003500867,0.003359508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9680651,"threshold_uncertainty_score":0.2277154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03945971326345869,"score_gpt":0.2075924278919309,"score_spread":0.1681327146284722,"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."}}