{"id":"W2100505577","doi":"10.1109/icws.2009.86","title":"Reducing User Perceived Latency with a Middleware for Mobile SOA Access","year":2009,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Computer science; Latency (audio); Computer network; Cache; Usability; Mobile computing; Mobile device; Operating system; Telecommunications","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":[0.00009144973,0.0001111772,0.0001232482,0.0000620333,0.0001420872,0.0003046338,0.0006829769,0.00003412892,0.00001580418],"category_scores_gemma":[0.000008699963,0.00007980868,0.0000635219,0.0001583249,0.00001150612,0.0007097779,0.00006347653,0.00005434423,0.00001081578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265592,"about_ca_system_score_gemma":0.00004709393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329443,"about_ca_topic_score_gemma":0.00002047799,"domain_scores_codex":[0.9991395,0.00001498304,0.0001196637,0.0003463306,0.0001389356,0.0002405223],"domain_scores_gemma":[0.999371,0.00003857791,0.00003732974,0.0003844823,0.0001001177,0.00006850535],"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":[0.0005278122,0.001564499,0.01013939,0.0001807054,0.000258068,0.0001959258,0.01413106,0.01795674,0.07453297,0.06216122,0.04078679,0.7775648],"study_design_scores_gemma":[0.007695087,0.006330913,0.1157768,0.0008495265,0.0001367554,0.0003040855,0.001627254,0.828344,0.0122154,0.009815127,0.01356114,0.003343905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.706247,0.00007416084,0.2890958,0.0009571041,0.0001361419,0.000368868,0.000001716311,0.0003482132,0.002770924],"genre_scores_gemma":[0.9841285,0.000006885964,0.01084489,0.0009165575,0.00005380162,0.00003559053,0.000002290219,0.000005962527,0.004005522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8103873,"threshold_uncertainty_score":0.3254503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635844988482144,"score_gpt":0.2669874562965944,"score_spread":0.2406290064117729,"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."}}