{"id":"W2013877714","doi":"10.1109/lcn.2008.4664144","title":"Distributed search revisited: Resolving the conflict of flexibility and efficiency","year":2008,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Distributed computing; Peer-to-peer; XML; Overlay network; Bandwidth (computing); Distributed data store; Population; Shared resource; World Wide Web; Computer network; The Internet","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":[0.01533069,0.0008856425,0.00324705,0.00282828,0.002875638,0.009701566,0.004321509,0.00686659,0.004534801],"category_scores_gemma":[0.06471469,0.000878486,0.001635653,0.004701446,0.009214401,0.02065722,0.01108696,0.006386372,0.001065014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324402,"about_ca_system_score_gemma":0.002856073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160983,"about_ca_topic_score_gemma":0.001372746,"domain_scores_codex":[0.9856441,0.006644419,0.000737436,0.001600212,0.003938973,0.001434837],"domain_scores_gemma":[0.9471853,0.03867367,0.001963958,0.008096324,0.002395859,0.001684864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001863292,0.00005242215,0.0008119777,0.0002471791,0.00009299082,0.0003433664,0.001041187,0.03285484,0.001410798,0.8651793,0.003750795,0.09402885],"study_design_scores_gemma":[0.0001371049,0.00005850708,0.000266632,0.00008549717,0.00005094529,0.0004572811,0.0004059322,0.08361725,0.0009564405,0.8997104,0.0142109,0.00004308125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06864543,0.0103307,0.839587,0.0364152,0.0005043544,0.0002139387,0.000102117,0.0006222004,0.04357905],"genre_scores_gemma":[0.8121561,0.003768145,0.1690451,0.002389985,0.0009772793,0.000329988,0.0000898997,0.0004104582,0.0108331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01533069,"threshold_uncertainty_score":0.0810774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06149806376840947,"score_gpt":0.2922563113061862,"score_spread":0.2307582475377768,"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."}}