{"id":"W1552483219","doi":"10.1109/ccnc.2015.7158078","title":"Two-phase ontology-based resource allocation approach for IaaS cloud service","year":2015,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cloud computing; Computer science; Distributed computing; Resource allocation; Closeness; Ontology; Resource (disambiguation); Service (business); Computer network; Database; Operating system","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":[0.0008958004,0.0001631358,0.0001735727,0.0001063991,0.0001428456,0.0001324016,0.001024328,0.00006211207,0.000002067965],"category_scores_gemma":[0.00004476107,0.0001391144,0.00007166947,0.0004338793,0.00002589272,0.00002573175,0.0002684689,0.00009154058,0.00003000043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007169277,"about_ca_system_score_gemma":0.0000882595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001338457,"about_ca_topic_score_gemma":0.00002198327,"domain_scores_codex":[0.9984983,0.0001008265,0.0002440293,0.0005242099,0.0002861007,0.0003465345],"domain_scores_gemma":[0.9986428,0.0001007758,0.0001011897,0.0007872639,0.0001856886,0.0001822974],"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":[0.000196617,0.001611959,0.0001104303,0.0001786857,0.00009328852,0.000009945675,0.003153387,0.598197,0.0001537471,0.2276221,0.08688993,0.0817829],"study_design_scores_gemma":[0.002978181,0.0001847012,0.00001068204,0.00000721111,0.0000121612,0.000005030333,0.0002622413,0.9257436,0.0002592131,0.0007248016,0.06962544,0.000186704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01776009,0.00004935924,0.9466152,0.00703852,0.0002399397,0.000460058,7.985437e-7,0.0004961471,0.02733986],"genre_scores_gemma":[0.5405226,8.156556e-8,0.4490685,0.007765099,0.0003823826,0.00008355082,0.00002917508,0.00001871788,0.002129914],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5227625,"threshold_uncertainty_score":0.567292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04822867333692577,"score_gpt":0.2931154058115892,"score_spread":0.2448867324746635,"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."}}