{"id":"W2970546348","doi":"10.14778/3342263.33422629","title":"DimmStore","year":2019,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Testbed; Server; Exploit; Locality; Power (physics); Memory management; Embedded system; Power consumption; Operating system; Computer network; Semiconductor memory","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":[0.0002313374,0.00009707034,0.0001189258,0.0000483708,0.00006508474,0.00005874638,0.001409719,0.00002196737,0.00000771905],"category_scores_gemma":[0.00001374009,0.00006027769,0.0001003694,0.0002731321,0.00002396775,0.0000274063,0.001116531,0.00008581913,0.0000522615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004331682,"about_ca_system_score_gemma":0.00000906704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001463681,"about_ca_topic_score_gemma":1.50783e-7,"domain_scores_codex":[0.9990334,0.000003601504,0.0001647602,0.0002435445,0.0003587094,0.0001960154],"domain_scores_gemma":[0.9994953,0.00001688843,0.0001439369,0.0002454622,0.00006404235,0.00003439521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001997701,0.0004063856,0.0501323,0.0004372382,0.0001785246,0.00000111786,0.004712468,0.001842514,0.04183332,0.8185715,0.02299059,0.05887405],"study_design_scores_gemma":[0.004542072,0.001028494,0.09470952,0.001185345,0.0001102207,0.00007492841,0.00172614,0.1671365,0.340748,0.0475902,0.3394217,0.001726895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380495,0.00008152104,0.0002299447,0.002469163,0.0005989055,0.0003428549,2.349228e-7,0.00010543,0.05812244],"genre_scores_gemma":[0.9937643,0.000002050881,0.002036674,0.0002352501,0.00004245381,0.000007571573,3.513742e-8,0.000005675925,0.003905931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7709813,"threshold_uncertainty_score":0.2619632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005575699143324562,"score_gpt":0.1855055953102538,"score_spread":0.1799298961669292,"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."}}