{"id":"W4206676904","doi":"10.1145/1218063.1217937","title":"Fireflies","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"PlanetLab; Computer science; Scalability; Computer network; Protocol (science); Set (abstract data type); Distributed computing; Intrusion; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371647,0.001112806,0.0006616842,0.001330803,0.0008892302,0.001657237,0.002576286,0.001217803,0.03056118],"category_scores_gemma":[0.002956103,0.0006282919,0.0009107249,0.000799893,0.0005339389,0.002643877,0.001989872,0.002041912,0.02337438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020308,"about_ca_system_score_gemma":0.001187261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004979555,"about_ca_topic_score_gemma":0.005624529,"domain_scores_codex":[0.9992294,0.00008481918,0.00003378533,0.0001167475,0.0004121147,0.0001230603],"domain_scores_gemma":[0.9989434,0.0002215555,0.00006692901,0.0002384736,0.0003199552,0.0002096641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001206969,0.0004033227,0.002195916,0.000962093,0.0001060201,0.0003721455,0.0004391285,0.008289068,0.01944792,0.03865233,0.5674096,0.3605155],"study_design_scores_gemma":[0.0002013015,0.0002381354,0.0009750319,0.0001283433,0.00004612236,0.0003910809,0.00005209782,0.0183346,0.00802444,0.00750623,0.9640159,0.0000867934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02682547,0.009432223,0.2632368,0.004902344,0.003623663,0.001780153,0.008433006,0.3336334,0.3481329],"genre_scores_gemma":[0.1308832,0.0104668,0.34177,0.004535116,0.0009861571,0.001776716,0.03915355,0.04067368,0.4297547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03056118,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161561308848781,"score_gpt":0.2634790050626419,"score_spread":0.2473228741777638,"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."}}