{"id":"W2131033443","doi":"10.1109/ipdps.2009.5160947","title":"Reliable P2P networks: TrebleCast and TrebleCast","year":2009,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Exploit; Computer network; Overlay; Node (physics); Overlay network; Distributed computing; Residual; Reliability (semiconductor); Computer security; The Internet; Engineering; Operating system","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":[0.0002539074,0.0002292097,0.0002477726,0.0001941366,0.0001576879,0.0003305446,0.00119163,0.000142371,0.000017874],"category_scores_gemma":[0.00004193174,0.0001992507,0.00004334614,0.001144603,0.00005047369,0.0004979185,0.0004374346,0.000213417,0.0000825301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004565002,"about_ca_system_score_gemma":0.00002804741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002993059,"about_ca_topic_score_gemma":0.00003728446,"domain_scores_codex":[0.9982126,0.00001963765,0.0002466958,0.0006286481,0.0002479728,0.0006444812],"domain_scores_gemma":[0.9986921,0.00006002171,0.00005184636,0.0009520564,0.00006348915,0.0001804828],"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":[0.00001357611,0.00009326733,0.0007561608,0.000004394124,0.00001629643,0.00006662957,0.0001830448,0.006047234,0.0003034564,0.1050824,0.2474858,0.6399477],"study_design_scores_gemma":[0.001298352,0.001658928,0.01681997,0.0001240182,0.00002019936,0.0002949489,0.000109263,0.7222527,0.003032875,0.0426616,0.2101589,0.001568298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01385478,0.0009668618,0.9067907,0.02441691,0.0003914837,0.00034023,8.945097e-7,0.003060441,0.0501777],"genre_scores_gemma":[0.7975414,0.0001188598,0.1927847,0.003657228,0.0001221019,0.00001242134,0.000001427812,0.00001252824,0.005749315],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7836866,"threshold_uncertainty_score":0.8125208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008601863893528279,"score_gpt":0.2179088509144977,"score_spread":0.2093069870209694,"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."}}