{"id":"W2095232315","doi":"10.1145/1453175.1453188","title":"Running applications efficiently in online social networks","year":2008,"lang":"en","type":"article","venue":"ACM SIGMETRICS Performance Evaluation Review","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Exploit; Computer science; The Internet; World Wide Web; Computer security","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":[0.004472966,0.001090819,0.0007563784,0.0008252744,0.001898649,0.003403408,0.002505462,0.001298529,0.003696816],"category_scores_gemma":[0.0140678,0.0008928248,0.0005852378,0.0009516136,0.001121242,0.005769277,0.003734128,0.001130413,0.002651776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171055,"about_ca_system_score_gemma":0.001840538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004475152,"about_ca_topic_score_gemma":0.004954225,"domain_scores_codex":[0.9957829,0.001594283,0.0002574438,0.0005336202,0.001183025,0.0006487259],"domain_scores_gemma":[0.9923799,0.002428619,0.0004753502,0.003152273,0.0009765961,0.000587353],"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":[0.002535001,0.003413472,0.03485041,0.0009188129,0.0005644912,0.001945936,0.00391025,0.2914585,0.07070645,0.1006636,0.0628394,0.4261937],"study_design_scores_gemma":[0.0003543916,0.0005450399,0.006187989,0.00009354282,0.0001354805,0.0004124777,0.001037881,0.8271716,0.02165131,0.07599831,0.0663318,0.0000803294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5768066,0.001112776,0.3257868,0.00263805,0.0002902972,0.001988142,0.0006279839,0.03323903,0.05751028],"genre_scores_gemma":[0.8828579,0.0004519561,0.1039367,0.0003142975,0.00009052882,0.0005889999,0.0008286269,0.001179015,0.0097519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004475152,"threshold_uncertainty_score":0.02365559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09291162759527359,"score_gpt":0.3481661690136663,"score_spread":0.2552545414183927,"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."}}