{"id":"W2164222867","doi":"10.1109/icdcs.2010.73","title":"Reliability Calculus: A Theoretical Framework to Analyze Communication Reliability","year":2010,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reliability (semiconductor); Computer science; Backup; Aerospace; Automotive industry; Domain (mathematical analysis); Telecommunications network; Complex system; Distributed computing; Communications system; Actuator; Cyber-physical system; Reliability engineering; Computer network; Engineering","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":[0.001514885,0.000148521,0.0002005464,0.0000469972,0.0001876682,0.0001711056,0.001572046,0.0001821448,0.0004456048],"category_scores_gemma":[0.001326969,0.0001178809,0.0001013717,0.0005497372,0.0002725503,0.0002462273,0.0004006094,0.0006666911,0.0002830344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003188923,"about_ca_system_score_gemma":0.00007837956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003315478,"about_ca_topic_score_gemma":0.00004718991,"domain_scores_codex":[0.9982783,0.0002378422,0.0003339294,0.0005380221,0.0002961988,0.0003156583],"domain_scores_gemma":[0.9956744,0.0009825581,0.00004974129,0.002726585,0.0002679006,0.0002987636],"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":[0.00001176509,0.00008721677,0.0005926855,0.000001942054,0.000003814261,6.071735e-7,0.000171692,0.0002907221,0.00006207808,0.9209626,0.00116194,0.07665295],"study_design_scores_gemma":[0.0002975916,0.0001065444,0.01272825,0.00002147142,0.00001522496,0.000006872023,0.00003300392,0.6068668,0.0001798382,0.358488,0.02085725,0.000399089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09856162,0.00001384343,0.8712966,0.02193063,0.0003801284,0.0002947272,0.000001041882,0.0004311818,0.007090263],"genre_scores_gemma":[0.780674,0.000003487304,0.2171837,0.001897572,0.00007197152,0.00004154192,0.00000109045,0.00000544516,0.000121113],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6821124,"threshold_uncertainty_score":0.4879061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004656640237882618,"score_gpt":0.2494757146018399,"score_spread":0.2448190743639573,"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."}}