{"id":"W2168425579","doi":"10.1109/hicss.2005.546","title":"Social Networks in Peer-to-Peer Systems","year":2005,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Peer-to-peer; Computer network; Protocol (science); Service (business); Quality of service; World Wide Web; Distributed computing","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":[0.002822417,0.0008333054,0.00138259,0.001710288,0.002771399,0.005152029,0.001901263,0.003377648,0.00480211],"category_scores_gemma":[0.01082097,0.0009439182,0.0005464908,0.00253342,0.004161807,0.00664992,0.002982129,0.001931062,0.001312755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057905,"about_ca_system_score_gemma":0.0018993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221377,"about_ca_topic_score_gemma":0.002713397,"domain_scores_codex":[0.9961235,0.001906687,0.0002460961,0.0005433459,0.0009258006,0.0002547212],"domain_scores_gemma":[0.9938566,0.004121499,0.0005528224,0.0005289078,0.0005238934,0.0004162831],"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":[0.0000932655,0.0001046079,0.001507309,0.000701162,0.000102574,0.001013127,0.001534797,0.1142174,0.001928495,0.8115066,0.01018828,0.05710234],"study_design_scores_gemma":[0.00009606911,0.0000967469,0.0007264542,0.0001546492,0.00006019929,0.0005110702,0.0006073228,0.1931305,0.001027009,0.7089479,0.09454786,0.00009420091],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05236591,0.02279986,0.8441606,0.01013379,0.001296796,0.001069363,0.0004875989,0.002401481,0.06528472],"genre_scores_gemma":[0.7947643,0.01475875,0.1679116,0.0007545777,0.001446703,0.001165489,0.0004674145,0.0001654107,0.01856581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005152029,"threshold_uncertainty_score":0.01606464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027619623320526,"score_gpt":0.274946441700225,"score_spread":0.2546702454670197,"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."}}