{"id":"W2139391817","doi":"10.1145/2342356.2342360","title":"HyperDex","year":2012,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Computer science; Scalability; Key (lock); Hash function; Chaining; Distributed computing; Consistency (knowledge bases); Block (permutation group theory); Overhead (engineering); Information retrieval; Database; Operating system; Programming language","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":[0.00007429352,0.00002340913,0.00002382009,0.00001457123,0.00002495992,0.0000258994,0.0001724143,0.000008367977,0.00002473897],"category_scores_gemma":[0.000005266337,0.00001795145,0.00001768893,0.00004489419,0.000003449071,0.0002728944,0.00006229235,0.00002295586,0.000450924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004369375,"about_ca_system_score_gemma":0.000003469775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001783969,"about_ca_topic_score_gemma":3.931682e-7,"domain_scores_codex":[0.9997462,0.000007536934,0.00003009157,0.00004725129,0.00005618989,0.0001127134],"domain_scores_gemma":[0.9997706,0.00001390078,0.000004966233,0.0001576615,0.000007437198,0.00004545832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[7.76716e-7,0.00007578149,0.01657288,0.000001788413,0.000007653684,0.000001948103,0.0003595155,0.000003920314,0.004234323,0.8541845,0.01689192,0.107665],"study_design_scores_gemma":[0.001408372,0.0001980671,0.1345823,0.00002680494,0.00002379102,0.0003736765,0.0003171506,0.235737,0.0152743,0.009028223,0.6014151,0.001615172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1330476,0.0002771288,0.6954388,0.0009697878,0.0007791888,0.00002582688,8.477908e-8,0.0003266617,0.169135],"genre_scores_gemma":[0.991994,0.000001480596,0.003997536,0.0007518031,0.00006206438,7.964572e-7,7.055074e-8,9.882483e-7,0.003191253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8589464,"threshold_uncertainty_score":0.5795866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762094190157679,"score_gpt":0.2097950455450563,"score_spread":0.1921741036434796,"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."}}