{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003172962,0.00008410968,0.0001274818,0.00002605487,0.00007396817,0.00007566482,0.001078816,0.0000265587,0.000002507746],"category_scores_gemma":[0.00004494549,0.00005317201,0.00007586957,0.0002391316,0.00002530611,0.000231157,0.0002963919,0.0000629722,0.00001483453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002500387,"about_ca_system_score_gemma":0.000008758345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000192429,"about_ca_topic_score_gemma":4.504925e-7,"domain_scores_codex":[0.9991644,0.000004892761,0.0001885269,0.0001911645,0.0002855265,0.0001654902],"domain_scores_gemma":[0.9994839,0.00001402389,0.0001627259,0.0001847409,0.0001146909,0.00003987816],"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":[0.000007157571,0.0001059234,0.00561211,0.000108151,0.00002694596,1.367419e-7,0.0005112722,0.00003324191,0.04444461,0.8808494,0.01633962,0.05196147],"study_design_scores_gemma":[0.002070665,0.0003582177,0.03465035,0.0005434484,0.00003405881,0.00006159868,0.0002220709,0.04016763,0.445632,0.04928875,0.426241,0.0007302884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.500711,0.0004651298,0.1816962,0.01313686,0.003989565,0.001638644,0.00001327959,0.0006125223,0.2977368],"genre_scores_gemma":[0.9971385,0.000004537841,0.002265825,0.0001539736,0.00006377158,0.00001909656,1.49565e-7,0.000003881318,0.000350253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8315606,"threshold_uncertainty_score":0.2168292,"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."}}