{"id":"W2018758714","doi":"10.1145/945721.945733","title":"The hyperion project","year":2003,"lang":"en","type":"article","venue":"ACM SIGMOD Record","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Computer science; Schema (genetic algorithms); Database; Distributed database; Database schema; Key (lock); Information retrieval; Database design; Computer security","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":[0.005429474,0.001050344,0.0005375269,0.001906743,0.001163005,0.007612455,0.002121122,0.001645176,0.06355105],"category_scores_gemma":[0.005349402,0.0003816552,0.0007265592,0.00178049,0.001077129,0.00961628,0.008716254,0.00195439,0.02565198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222351,"about_ca_system_score_gemma":0.003106795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637163,"about_ca_topic_score_gemma":0.001069434,"domain_scores_codex":[0.9958922,0.001324379,0.0001598232,0.0006665071,0.001377242,0.000579839],"domain_scores_gemma":[0.9963883,0.0005768691,0.0001986205,0.0009443024,0.0004959031,0.001396032],"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":[0.0006429633,0.0001815998,0.001657055,0.0004586737,0.00005675601,0.0004298056,0.0008338091,0.001311297,0.003306578,0.1891637,0.4108627,0.391095],"study_design_scores_gemma":[0.00005417251,0.00004834141,0.0002882519,0.0001099497,0.000010811,0.0001535462,0.000155486,0.0009262835,0.001026543,0.01388533,0.9833278,0.00001349618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01905378,0.02208889,0.1425715,0.02943457,0.01012636,0.001096693,0.008579178,0.02702741,0.7400216],"genre_scores_gemma":[0.08512127,0.01673586,0.1499948,0.008586554,0.003850811,0.001767662,0.03528403,0.007909112,0.69075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06355105,"threshold_uncertainty_score":0.2125994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685393339233145,"score_gpt":0.2671210670957384,"score_spread":0.240267133703407,"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."}}