{"id":"W1997592258","doi":"10.1109/cts.2012.6261066","title":"On-the-Cloud Computing: Challenges in controlling cloud resources","year":2012,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Provisioning; Cloud computing; Computer science; Virtual machine; Utility computing; Distributed computing; Resource (disambiguation); Implementation; Cloud testing; Cloud computing security; Resource management (computing); Resource allocation; Operating system; Computer network; 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":[0.005292157,0.001004071,0.001955167,0.0007526962,0.002017742,0.0110289,0.004152687,0.005729138,0.005345007],"category_scores_gemma":[0.009266367,0.000548278,0.0004952174,0.002149579,0.007396041,0.02085678,0.004100753,0.00783771,0.002354414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00301017,"about_ca_system_score_gemma":0.004663604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007098734,"about_ca_topic_score_gemma":0.004344693,"domain_scores_codex":[0.9966717,0.0008392291,0.0001409618,0.0004647641,0.001507895,0.0003755631],"domain_scores_gemma":[0.9939718,0.003121124,0.0002498248,0.0006572386,0.001340883,0.0006592285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009669891,0.0001359655,0.0008185958,0.0008859702,0.00004938247,0.0001976352,0.0003668585,0.02757492,0.00144769,0.7020018,0.05457763,0.2118468],"study_design_scores_gemma":[0.00002978632,0.00009146406,0.0006191678,0.0004368963,0.00001967097,0.0002233459,0.0009060389,0.06647953,0.001119296,0.697998,0.2319844,0.00009249157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01529817,0.1652377,0.3274728,0.3578155,0.009123824,0.0001959998,0.0003709767,0.00088067,0.1236044],"genre_scores_gemma":[0.5708537,0.2158805,0.1264983,0.03261705,0.0163791,0.0004476446,0.0004639318,0.0005922155,0.03626769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0110289,"threshold_uncertainty_score":0.02798796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158085035101049,"score_gpt":0.2454811101560861,"score_spread":0.2039002598050756,"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."}}