{"id":"W151148388","doi":"10.1007/978-1-4614-7738-9_4","title":"Distributed Failure Localization","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[0.0003310943,0.001066922,0.0006595404,0.001036123,0.0005876219,0.001281757,0.001301579,0.000786753,0.03968478],"category_scores_gemma":[0.0007891666,0.0004710641,0.0003411875,0.001060001,0.0007292601,0.002059885,0.001516328,0.001393479,0.02318785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007238766,"about_ca_system_score_gemma":0.0006767062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000730258,"about_ca_topic_score_gemma":0.00124386,"domain_scores_codex":[0.9997404,0.00002716201,0.000008521993,0.00007862587,0.0001236,0.00002161879],"domain_scores_gemma":[0.999703,0.00006469269,0.00001478301,0.0001083207,0.0000900545,0.00001906966],"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":[0.00003945211,0.0000436476,0.0001333111,0.0002071227,0.00001325611,0.00006753108,0.0001510075,0.007886973,0.005292337,0.08325525,0.1133901,0.78952],"study_design_scores_gemma":[0.00001807559,0.00007530647,0.0005374292,0.0002531079,0.00003186372,0.0005792874,0.0001157615,0.03405439,0.008212683,0.1368545,0.8192283,0.00003938286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002283061,0.008863426,0.7254488,0.001106982,0.001042646,0.00008676036,0.0002596579,0.005209111,0.2556995],"genre_scores_gemma":[0.07426829,0.01184803,0.1664698,0.000744555,0.0007938895,0.000222177,0.001165661,0.001249566,0.7432381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03968478,"threshold_uncertainty_score":0.1327588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008169465942049293,"score_gpt":0.2015851257521307,"score_spread":0.1934156598100814,"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."}}