{"id":"W2163160678","doi":"10.1109/icps.2004.16","title":"Hybrid cache invalidation schemes in mobile environments","year":2004,"lang":"en","type":"article","venue":"International Conference on Pervasive Services","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":3,"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":[0.0001193807,0.0001434302,0.0001146545,0.0001696557,0.00005498455,0.0002223699,0.001045593,0.00003799885,0.00008965989],"category_scores_gemma":[0.00001008284,0.0001407181,0.00005223149,0.00007738575,0.00002436401,0.0007654824,0.0001926055,0.0001569693,0.0002933296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605437,"about_ca_system_score_gemma":0.00006062134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004549804,"about_ca_topic_score_gemma":0.0001542697,"domain_scores_codex":[0.9987693,0.00003641316,0.0002112336,0.0003935111,0.0004221007,0.0001673974],"domain_scores_gemma":[0.9994727,0.00002894949,0.00009747307,0.0002762165,0.00007133876,0.00005328733],"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":[0.0001429161,0.001508475,0.01654119,0.00007132751,0.00020582,0.000368476,0.005903489,0.02257498,0.1193303,0.7723065,0.00007199386,0.06097452],"study_design_scores_gemma":[0.01413331,0.001937216,0.0771227,0.002817299,0.00005175344,0.000245594,0.00579875,0.3501209,0.2961428,0.2113877,0.03644224,0.003799701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836258,0.00007072926,0.009487015,0.001991816,0.0004371913,0.0001633126,0.00001438853,0.00005920854,0.004150589],"genre_scores_gemma":[0.9977362,0.0001347221,0.0005986104,0.001177539,0.00004979196,0.00005230197,0.00004865988,0.000006282087,0.0001958988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5609188,"threshold_uncertainty_score":0.5738319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810207447982097,"score_gpt":0.2649748696277204,"score_spread":0.2368727951478995,"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."}}