{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003886838,0.0001118219,0.0001401389,0.00006754813,0.0001071374,0.0001476877,0.0005740655,0.00003923142,0.000004043813],"category_scores_gemma":[0.000001517016,0.00008598009,0.00006321372,0.0001466691,0.00001586994,0.0006325381,0.0001686782,0.00003426227,0.00007749342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007526729,"about_ca_system_score_gemma":0.00002530514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002201321,"about_ca_topic_score_gemma":0.000005986399,"domain_scores_codex":[0.9989198,0.00001742373,0.0002813866,0.0003737512,0.0001441491,0.0002634735],"domain_scores_gemma":[0.9990352,0.00004561506,0.00005603809,0.0007774223,0.00004404115,0.00004161984],"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":[0.000009882942,0.0001200663,0.0007273137,0.000367576,0.00003110736,0.000004899754,0.00004226649,0.1032528,0.00002591343,0.8478038,0.03388108,0.0137332],"study_design_scores_gemma":[0.000406513,0.000021079,0.0003980352,0.00006248715,0.000006605364,0.000004783318,0.00002125801,0.9805481,0.00009722953,0.006703822,0.01155233,0.0001777125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003996277,0.000327803,0.9767978,0.000113832,0.000868689,0.0006831561,0.000005403637,0.0003971015,0.01680994],"genre_scores_gemma":[0.8760126,0.00001943679,0.1184896,0.00008907983,0.0001599558,0.0002795475,0.00001056943,0.000009309039,0.004929938],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8772953,"threshold_uncertainty_score":0.3506166,"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."}}