{"id":"W4250640589","doi":"10.1007/978-3-540-89856-6_1","title":"Adaptive Content-Based Routing in General Overlay Topologies","year":2008,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Network topology; PlanetLab; Computer network; Overlay; Overlay network; Distributed computing; Software deployment; Publication; Routing (electronic design automation); The Internet; World Wide Web; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000662235,0.0004007127,0.0007379439,0.0007728909,0.0005432703,0.0009719859,0.00152824,0.0007968575,0.001477415],"category_scores_gemma":[0.002886437,0.0003805292,0.0003067735,0.001150146,0.0005675943,0.002017987,0.001057343,0.0007117213,0.0003976757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005911568,"about_ca_system_score_gemma":0.000256776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008170035,"about_ca_topic_score_gemma":0.001106687,"domain_scores_codex":[0.9995582,0.0001094687,0.00001983736,0.00008715048,0.0001692398,0.00005627857],"domain_scores_gemma":[0.99873,0.0006811795,0.00006421981,0.0002898181,0.0001797037,0.00005517362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003088735,0.0001218828,0.001137093,0.000358141,0.00009760208,0.0004013273,0.0003531936,0.5014796,0.05505209,0.1356993,0.008900274,0.2960906],"study_design_scores_gemma":[0.00001426347,0.00004178001,0.0003328934,0.000009972986,0.00002130114,0.0002228636,0.00003667179,0.9432367,0.005102737,0.04719976,0.003767535,0.0000135119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03809341,0.0008956041,0.9507985,0.0002040148,0.0001171229,0.00008246377,0.00007296513,0.001070617,0.00866532],"genre_scores_gemma":[0.7243767,0.001270206,0.2632048,0.00007583261,0.0001948062,0.00009605001,0.0002584989,0.0002163975,0.01030657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00152824,"threshold_uncertainty_score":0.004942477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433323594301749,"score_gpt":0.2503619896689924,"score_spread":0.2070296302388175,"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."}}