{"id":"W2098095723","doi":"10.14778/2732977.2732979","title":"Accordion","year":2014,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Accordion; Partition (number theory); Heuristics; Bottleneck; Server; Distributed computing; Throughput; Distributed database; Database; Parallel computing; Operating system; Embedded 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":[0.001985298,0.001475038,0.0009447496,0.001538044,0.001201947,0.004556341,0.003207856,0.001792109,0.2288791],"category_scores_gemma":[0.005362922,0.000751793,0.0008381822,0.001365597,0.0007371636,0.00428231,0.004370139,0.002248552,0.1484844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009450336,"about_ca_system_score_gemma":0.001882148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133195,"about_ca_topic_score_gemma":0.002298619,"domain_scores_codex":[0.9978116,0.0003156245,0.0001297797,0.0004723166,0.0009858033,0.0002847965],"domain_scores_gemma":[0.9967727,0.0004588309,0.0001620222,0.0009963633,0.001084622,0.0005253346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001209342,0.0002745814,0.001976469,0.0005380274,0.00005316388,0.0004179681,0.0003106295,0.002743797,0.01005848,0.03331614,0.647711,0.3013904],"study_design_scores_gemma":[0.0001471898,0.0001464569,0.000887865,0.0001020689,0.00002300243,0.0003661808,0.00007912028,0.008552309,0.004479775,0.008482157,0.9766858,0.00004801772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01178072,0.00293048,0.1248691,0.004466131,0.003741567,0.0007818755,0.01421457,0.1674204,0.6697952],"genre_scores_gemma":[0.1045452,0.002944361,0.1208969,0.003665075,0.001413285,0.0009475531,0.0585077,0.03341533,0.6736646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2288791,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004902096397346088,"score_gpt":0.1855455746408213,"score_spread":0.1806434782434752,"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."}}