{"id":"W2170123632","doi":"10.1109/tc.2013.111","title":"Data Similarity-Aware Computation Infrastructure for the Cloud","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Computers","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Cache; Cloud computing; Scalability; Exploit; Locality; Cache algorithms; Distributed computing; Parallel computing; Database; CPU cache; 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":[0.0003784053,0.0003392898,0.0005386858,0.0006361539,0.001003559,0.0009021156,0.002002199,0.0004731202,0.001975975],"category_scores_gemma":[0.001492771,0.0002222555,0.0004606771,0.001593574,0.0003863219,0.002056408,0.001874102,0.0007064659,0.0005687472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159492,"about_ca_system_score_gemma":0.002490652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004960216,"about_ca_topic_score_gemma":0.006930682,"domain_scores_codex":[0.9994666,0.00007466507,0.00003482246,0.00008614147,0.000236184,0.0001016226],"domain_scores_gemma":[0.9990315,0.00009876559,0.00007305125,0.0004172802,0.0002876142,0.00009180453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001017512,0.000440875,0.008687203,0.0005416524,0.0002091091,0.0007019105,0.000349056,0.1994753,0.1200853,0.1244087,0.04220343,0.50188],"study_design_scores_gemma":[0.00005480042,0.000138478,0.00155757,0.00002135878,0.00004964697,0.0002677879,0.00009991902,0.927264,0.030268,0.02380127,0.01643475,0.00004247267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09367903,0.001652539,0.8898858,0.000994838,0.0001678948,0.0001974738,0.0002987715,0.00566136,0.007462377],"genre_scores_gemma":[0.7268414,0.0004074023,0.2699674,0.0001984217,0.00006278301,0.00009472423,0.0004798541,0.0000776766,0.001870143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004960216,"threshold_uncertainty_score":0.011572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791889465467431,"score_gpt":0.2611096420787313,"score_spread":0.223190747424057,"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."}}