{"id":"W2122792880","doi":"10.1109/icas.2006.64","title":"Workload Models for Autonomic Database Management Systems","year":2006,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Science Council","keywords":"Workload; Computer science; Database; Key (lock); Autonomic computing; Computer security; Cloud computing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004593639,0.0009543211,0.0007315449,0.0009981176,0.0007007348,0.002988958,0.001736077,0.001042093,0.001189176],"category_scores_gemma":[0.01984656,0.0006383306,0.0006786838,0.0008485545,0.0007577138,0.003180713,0.001136887,0.001507076,0.0004553424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488662,"about_ca_system_score_gemma":0.001256562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002559418,"about_ca_topic_score_gemma":0.001843509,"domain_scores_codex":[0.9961299,0.001580537,0.0004134343,0.0003013073,0.001317031,0.0002578142],"domain_scores_gemma":[0.9905427,0.005030378,0.0009224695,0.001225922,0.001859271,0.0004192441],"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":[0.0002420519,0.0002218695,0.005272464,0.0001915144,0.00006226161,0.0002775782,0.0008427535,0.6807338,0.006977264,0.2563483,0.004416711,0.04441335],"study_design_scores_gemma":[0.0000110432,0.00002845042,0.000343432,0.00001742942,0.000007163203,0.00004614112,0.00004645163,0.9517044,0.0004204522,0.04487367,0.002488347,0.00001303721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0613407,0.0009738645,0.9252689,0.001332396,0.0001801386,0.0003173421,0.0004484438,0.00098536,0.009152873],"genre_scores_gemma":[0.7431586,0.001167187,0.2490599,0.0003070144,0.0003467915,0.001083847,0.00100329,0.0003144117,0.003558875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004593639,"threshold_uncertainty_score":0.02429378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619195290593527,"score_gpt":0.2296421131300048,"score_spread":0.2134501602240696,"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."}}