{"id":"W2540534323","doi":"","title":"Automated Storage Layout For Database Systems","year":2011,"lang":"en","type":"book","venue":"UWSpace (University of Waterloo)","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Database; Workload; Computer science; Database tuning; Information repository; Computer data storage; Database design; Converged storage; Database testing; Storage area network; Database administrator; Distributed computing; View; Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000832242,0.001121375,0.0008363784,0.0008770286,0.0009922283,0.002626196,0.001617739,0.0007588953,0.007160853],"category_scores_gemma":[0.00417977,0.0009194188,0.0006085708,0.001384019,0.0006151227,0.00255912,0.001501865,0.0009201484,0.002276567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864866,"about_ca_system_score_gemma":0.001809452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445899,"about_ca_topic_score_gemma":0.003764682,"domain_scores_codex":[0.9984758,0.0003714084,0.0001218133,0.0003319364,0.0005349312,0.0001640838],"domain_scores_gemma":[0.9979977,0.0006687522,0.0002403345,0.0005690075,0.0004514527,0.00007272817],"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":[0.0003770971,0.0002209395,0.004104021,0.0005582334,0.00004994053,0.0001849178,0.0002594182,0.4308808,0.08949708,0.03146148,0.01970953,0.4226966],"study_design_scores_gemma":[0.00005267564,0.0001764116,0.001236631,0.00003502976,0.00002861228,0.000193341,0.0001257873,0.9115522,0.04701808,0.01913103,0.02040263,0.00004762471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04666319,0.001160188,0.9281489,0.0006346782,0.000143386,0.0002444208,0.0008181324,0.01299622,0.009190882],"genre_scores_gemma":[0.34338,0.000703727,0.6463004,0.0002427532,0.00007333025,0.0002071837,0.001351277,0.001105767,0.00663556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007160853,"threshold_uncertainty_score":0.0239554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360760125376264,"score_gpt":0.2112000641029756,"score_spread":0.187592462849213,"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."}}