{"id":"W3021369417","doi":"10.1145/3358960.3379125","title":"A Framework for Satisfying the Performance Requirements of Containerized Software Systems Through Multi-Versioning","year":2020,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"","keywords":"Software versioning; Computer science; Software system; Software engineering; Software; Software development; Software requirements; Operating system; Software construction","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":[0.0004841619,0.0001596544,0.0003130801,0.00001956477,0.0003163271,0.00008475407,0.0008935733,0.00009484272,0.000006760229],"category_scores_gemma":[0.0004127152,0.0000968555,0.0001174876,0.0003565155,0.00006536094,0.0006497903,0.0002524224,0.0001409495,0.00001476521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004107308,"about_ca_system_score_gemma":0.00007991098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005290325,"about_ca_topic_score_gemma":8.610783e-7,"domain_scores_codex":[0.9984707,0.00006596661,0.0004826089,0.000360631,0.0003282821,0.0002917982],"domain_scores_gemma":[0.9984838,0.0004574345,0.00024976,0.0005473099,0.000197419,0.00006421751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007162532,0.000474404,0.6055893,0.01262471,0.0008742054,0.00001110279,0.08712097,0.0290485,0.005225494,0.1916872,0.006272148,0.0603557],"study_design_scores_gemma":[0.003089654,0.0006966732,0.006598411,0.0009081054,0.00004084849,0.000009998369,0.002091628,0.9754493,0.005798815,0.0006656845,0.0040895,0.000561418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07852014,0.0002486982,0.9186874,0.0008070812,0.0006221162,0.0008372748,0.000003660856,0.0002310097,0.00004259283],"genre_scores_gemma":[0.7257844,0.0000217614,0.2734826,0.0005284674,0.00007275827,0.00007306773,0.00000148406,0.000008458905,0.00002702461],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9464008,"threshold_uncertainty_score":0.3949653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0870762866696795,"score_gpt":0.3091759355003669,"score_spread":0.2220996488306874,"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."}}