{"id":"W2125264722","doi":"10.1007/978-3-540-87353-2_1","title":"SOON: A Scalable Self-organized Overlay Network for Distributed Information Retrieval","year":2008,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Overlay network; Scalability; Overlay; Distributed computing; Information retrieval; Computer network; World Wide Web; Database; Operating system; 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":[0.0009708072,0.0003615554,0.001056825,0.001225805,0.0007451784,0.001116126,0.001322355,0.0006155265,0.004867316],"category_scores_gemma":[0.002032437,0.0003723258,0.0002843064,0.001545753,0.0002606212,0.00274536,0.001944465,0.0007974705,0.001770306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427402,"about_ca_system_score_gemma":0.0008983283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693095,"about_ca_topic_score_gemma":0.004375682,"domain_scores_codex":[0.99964,0.00007693534,0.0000268013,0.00003883415,0.0001831058,0.00003431271],"domain_scores_gemma":[0.9993122,0.0001935597,0.00004170494,0.0002034415,0.000148647,0.0001004448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007489029,0.0003406413,0.001034962,0.0005596235,0.0001503061,0.0004012733,0.0003333809,0.03256343,0.04705755,0.02202841,0.09017723,0.8046044],"study_design_scores_gemma":[0.0004725742,0.0006172812,0.001949405,0.00007443976,0.0002118289,0.0007871405,0.0002619138,0.7379613,0.0303825,0.06649683,0.1606484,0.0001364308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03098278,0.003239505,0.9303191,0.0007959234,0.0005504807,0.0004547209,0.00101574,0.02260838,0.01003344],"genre_scores_gemma":[0.2728543,0.003104626,0.6890149,0.0004343185,0.0003678025,0.0004924501,0.003777622,0.0009186591,0.02903525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004867316,"threshold_uncertainty_score":0.0162828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043761292481086,"score_gpt":0.2180584741621273,"score_spread":0.2076208612373165,"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."}}