{"id":"W3211537704","doi":"10.1109/cloud53861.2021.00051","title":"Oasis: Performance Matching IoT System Emulation","year":2021,"lang":"en","type":"article","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Scalability; Emulation; Computer science; Software deployment; Internet of Things; Implementation; Embedded system; Key (lock); Distributed computing; Computer architecture; Operating system; Software 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002505754,0.001535468,0.0007853784,0.0008415419,0.0006031969,0.001851592,0.002799289,0.0006810254,0.005440895],"category_scores_gemma":[0.007795006,0.0005410353,0.0006303678,0.0004616336,0.0007165891,0.00262084,0.002687988,0.001620449,0.001761359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125521,"about_ca_system_score_gemma":0.001286327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630692,"about_ca_topic_score_gemma":0.0009911645,"domain_scores_codex":[0.9977951,0.0004410563,0.0001999134,0.0003353815,0.0009675757,0.0002609173],"domain_scores_gemma":[0.9965215,0.0008127198,0.0003595663,0.001250068,0.0007606637,0.000295564],"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":[0.003621267,0.002725639,0.02264738,0.0008980497,0.0005887964,0.001896481,0.001358578,0.3082985,0.1735619,0.03637075,0.07960052,0.3684322],"study_design_scores_gemma":[0.0002656462,0.0006933089,0.002495421,0.00004032391,0.00007627093,0.0003653192,0.00008531242,0.8884704,0.07836373,0.00471182,0.02432045,0.0001119317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1692153,0.0003405388,0.6375201,0.000445247,0.0006459733,0.001297149,0.0008282893,0.1654068,0.02430055],"genre_scores_gemma":[0.8327817,0.0002104486,0.150861,0.0004669637,0.00008248261,0.0005806037,0.00228084,0.005140953,0.007594989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005440895,"threshold_uncertainty_score":0.01820159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250610919111926,"score_gpt":0.2088540477245658,"score_spread":0.1963479385334465,"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."}}