{"id":"W2148583599","doi":"10.1145/2498328.2500073","title":"A taxonomy of protocol frameworks and gap analysis for adaptive publish/subscribe distributed realtime embedded systems","year":2013,"lang":"en","type":"article","venue":"","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Standardization; Protocol (science); Publication; Taxonomy (biology); Adaptive system; Distributed computing; Context (archaeology); Quality of service; Adaptive management; Profiling (computer programming); Computer network; Artificial intelligence; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01341861,0.001393571,0.001705977,0.009307449,0.00403556,0.009138535,0.004248454,0.003586611,0.002732279],"category_scores_gemma":[0.02382544,0.001134711,0.00233119,0.009508522,0.003145191,0.01667489,0.00386861,0.005274449,0.0009285675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00414304,"about_ca_system_score_gemma":0.006778988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005110135,"about_ca_topic_score_gemma":0.002846454,"domain_scores_codex":[0.9893505,0.002332166,0.002115092,0.0009856723,0.004235816,0.0009807692],"domain_scores_gemma":[0.9825068,0.007452423,0.001779272,0.002593939,0.00504162,0.0006259521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007946082,0.0001364279,0.002350805,0.0008487841,0.00003107845,0.0003440639,0.001127112,0.01211283,0.001478936,0.854866,0.00393051,0.1226941],"study_design_scores_gemma":[0.00004456568,0.000218436,0.001485685,0.001619862,0.00009818611,0.001616983,0.002221358,0.1671599,0.003389318,0.6671708,0.1547946,0.0001803785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01072023,0.009465212,0.962324,0.002116471,0.0003074503,0.0008559978,0.0003203808,0.001210848,0.01267933],"genre_scores_gemma":[0.1255938,0.01147711,0.8560612,0.0004307029,0.0002329018,0.001568184,0.001032443,0.0003564439,0.003247222],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01341861,"threshold_uncertainty_score":0.07096529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04383517131758333,"score_gpt":0.2714354313663533,"score_spread":0.22760026004877,"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."}}