{"id":"W4253204215","doi":"10.1109/perser.2004.16","title":"Hybrid Cache Invalidation Schemes in Mobile Environments","year":2005,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Cache; Cache invalidation; Stateless protocol; Stateful firewall; Computer network; Cache algorithms; Broadcasting (networking); Smart Cache; Page cache; CPU cache; Network packet","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":[0.0001283739,0.00005480216,0.00005446894,0.00005589097,0.00002677252,0.00005118333,0.0002624797,0.00001462157,0.00004272456],"category_scores_gemma":[0.000006045608,0.00005068308,0.00002249716,0.00005364719,0.000008552391,0.0004354326,0.0001015851,0.00006083817,0.0002833734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004965876,"about_ca_system_score_gemma":0.000009420638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004650461,"about_ca_topic_score_gemma":0.00001358856,"domain_scores_codex":[0.999448,0.00002412812,0.0001078526,0.0001788112,0.0001244754,0.0001167292],"domain_scores_gemma":[0.9997016,0.00001722006,0.00002034079,0.0002281338,0.00000323096,0.00002948421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007670193,0.0004501162,0.01144247,0.000005946147,0.0000170908,0.0000251298,0.0006168087,0.007659575,0.04853278,0.01618966,0.003871339,0.9111814],"study_design_scores_gemma":[0.00138435,0.0001164456,0.006423888,0.00002741622,0.000005325297,0.0000300893,0.00008463256,0.5878603,0.1514168,0.0009325635,0.2511513,0.0005669027],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8508254,0.0001616542,0.1457927,0.0004126913,0.00006535924,0.00009034184,3.987783e-7,0.00006413254,0.002587309],"genre_scores_gemma":[0.9933702,0.00002557112,0.004164703,0.0004713963,0.00002803987,0.00001532003,0.000002460017,0.000002529262,0.001919831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9106145,"threshold_uncertainty_score":0.3642286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414631344825749,"score_gpt":0.2207247716011096,"score_spread":0.2065784581528521,"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."}}