{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001487874,0.00009297377,0.0001400902,0.0001815016,0.0003355353,0.0003489541,0.003645102,0.00002647557,0.000003506849],"category_scores_gemma":[0.000006690537,0.00007494497,0.0000550134,0.0003922655,0.0001661935,0.0001515835,0.0009109057,0.00009484182,0.000006321476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008431639,"about_ca_system_score_gemma":0.00004679832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002613053,"about_ca_topic_score_gemma":0.000004807246,"domain_scores_codex":[0.998596,0.0001712277,0.000489431,0.0001580875,0.000438635,0.0001466806],"domain_scores_gemma":[0.9987283,0.00006650148,0.0004654173,0.0004466823,0.00022879,0.00006432072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001115474,0.00009543091,0.000937202,0.00001180978,0.000206301,0.00001672351,0.001763932,0.003343906,0.000005990407,0.9022747,0.01102409,0.08030877],"study_design_scores_gemma":[0.00182497,0.000574444,0.0143442,0.001151423,0.0001306778,0.0006128974,0.01183456,0.6721696,0.00009269086,0.02454744,0.2719148,0.0008022466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09303258,0.008986006,0.5188015,0.01459355,0.007700874,0.0005086025,0.000005181958,0.0002181667,0.3561536],"genre_scores_gemma":[0.9349445,0.0002835605,0.06425086,0.0001520029,0.0001531416,0.00000429939,6.538569e-7,0.000003257784,0.0002077532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8777272,"threshold_uncertainty_score":0.6773568,"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."}}