{"id":"W3213950540","doi":"10.32920/ryerson.14661660.v1","title":"Availability Modeling of Computing Systems with Virtual Architectures","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cloud computing; Virtual machine; Computer science; Operating system; Distributed computing; Software; Virtualization; Service (business); High availability; Embedded 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007742715,0.0003408324,0.0006165965,0.0001608783,0.0001132223,0.0003963355,0.001617503,0.0001451217,0.000003437196],"category_scores_gemma":[0.00003343941,0.0002554432,0.0001736661,0.0002677942,0.00006675742,0.000007502686,0.005438799,0.000616551,0.000001993714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007353613,"about_ca_system_score_gemma":0.0001820957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009279205,"about_ca_topic_score_gemma":0.00002220357,"domain_scores_codex":[0.9970893,0.0002381099,0.000621768,0.001045492,0.0006598275,0.0003454565],"domain_scores_gemma":[0.9974989,0.0001531355,0.0003124553,0.001691874,0.0002500492,0.00009363558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003810505,0.00007109185,0.0001969846,0.0003931889,0.0001079543,0.0000157363,0.001846904,0.9895799,0.000006586195,0.002024975,0.00002017127,0.005732654],"study_design_scores_gemma":[0.0001544315,0.00009258895,0.000125757,0.0006873208,0.00001995364,0.0000159459,0.0004824975,0.9979354,0.00004516093,0.0001221496,0.00001192104,0.0003068372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4721236,0.0001446663,0.5248459,0.00008294773,0.0003653662,0.0001974888,6.945517e-7,0.0002056111,0.002033713],"genre_scores_gemma":[0.953279,0.000001315555,0.04631486,0.00005838763,0.0001237757,0.000005353283,0.000003338065,0.00001659028,0.0001973993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4811554,"threshold_uncertainty_score":0.9999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895966017133821,"score_gpt":0.2287334412929519,"score_spread":0.2097737811216137,"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."}}