{"id":"W1981374951","doi":"10.4236/ijcns.2011.432097","title":"Towards Cloud Management by Autonomic Manager Collaboration","year":2011,"lang":"en","type":"article","venue":"International Journal of Communications Network and System Sciences","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cloud computing; Computer science; Hierarchy; Virtual machine; Autonomic computing; Service (business); Cloud management; Knowledge management; Process management; Business","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":[0.007005514,0.0004686474,0.000493938,0.0008353856,0.001791606,0.005100334,0.001677774,0.002189724,0.001667241],"category_scores_gemma":[0.007699749,0.000501154,0.0005173233,0.0009454227,0.001666002,0.006367174,0.005769156,0.002726297,0.0007023307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008794218,"about_ca_system_score_gemma":0.003830898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539585,"about_ca_topic_score_gemma":0.001471817,"domain_scores_codex":[0.9948826,0.002618455,0.0002035608,0.0005407294,0.001172478,0.0005822569],"domain_scores_gemma":[0.9958625,0.0009558997,0.00051247,0.001116026,0.0006669196,0.0008861324],"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":[0.0003720535,0.000612144,0.01376864,0.0004803505,0.0002126043,0.001226475,0.007877059,0.06583214,0.02194918,0.581485,0.02593544,0.2802489],"study_design_scores_gemma":[0.0001878557,0.0002645827,0.002676702,0.0002522456,0.0001003306,0.0007160355,0.003153753,0.3187209,0.008748591,0.4959041,0.1691677,0.0001071661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0828277,0.002295604,0.8578065,0.01677599,0.0003536432,0.0003587046,0.0000454741,0.002092384,0.03744404],"genre_scores_gemma":[0.6038582,0.0009754024,0.3881044,0.001825441,0.0003074731,0.0002784322,0.00008520736,0.0001485518,0.004416838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007005514,"threshold_uncertainty_score":0.03704911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656254046074276,"score_gpt":0.269111263754054,"score_spread":0.2425487232933112,"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."}}