{"id":"W2587188045","doi":"10.1145/3022876","title":"Cocoa","year":2017,"lang":"en","type":"article","venue":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Cloud computing; Computer science; Resource (disambiguation); Container (type theory); Virtual machine; Knapsack problem; Resource allocation; Service (business); Shared resource; Service provider; Distributed computing; Computer security; Operating system; Business; Computer network; Engineering; Marketing; Algorithm","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":[0.0008385066,0.00143327,0.0007309905,0.002175026,0.001570699,0.004544612,0.002543148,0.001490232,0.158336],"category_scores_gemma":[0.004543655,0.0006089758,0.001026488,0.002996759,0.001005843,0.003977686,0.003577587,0.001252276,0.0799439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129589,"about_ca_system_score_gemma":0.001877869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004212306,"about_ca_topic_score_gemma":0.004809698,"domain_scores_codex":[0.9984653,0.0002020767,0.00008098365,0.0003415187,0.0005916827,0.0003184678],"domain_scores_gemma":[0.9976321,0.0003093762,0.000182765,0.0006799743,0.0008453073,0.0003503619],"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":[0.001098215,0.0002763093,0.002285442,0.001327298,0.0001030079,0.0007926029,0.0006100581,0.007766198,0.01014569,0.114741,0.3162201,0.5446341],"study_design_scores_gemma":[0.0000683071,0.0001239426,0.0006036178,0.000187631,0.00003551883,0.0005273526,0.0002329634,0.0114584,0.003888773,0.01726897,0.9655408,0.00006369558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01823116,0.004020203,0.2082198,0.002878301,0.003652139,0.000965859,0.004758152,0.04913817,0.7081363],"genre_scores_gemma":[0.2231953,0.005609835,0.2012199,0.004086405,0.00117383,0.001490614,0.0179249,0.01958854,0.5257106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.158336,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0775013278459236,"score_gpt":0.3155710742925842,"score_spread":0.2380697464466606,"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."}}