{"id":"W2025879072","doi":"10.1145/1923947.1924029","title":"Integrated system diagnosis and root cause analysis","year":2010,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo; Glycemic Index Laboratories; University of Victoria; University of Alberta","funders":"","keywords":"Root cause analysis; Root cause; Root (linguistics); Computer science; Reliability engineering; Engineering; Linguistics","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":[0.002107485,0.001963418,0.001959389,0.008020802,0.000759342,0.002414678,0.002178312,0.001476122,0.009632715],"category_scores_gemma":[0.01150079,0.000671109,0.001498683,0.002740972,0.0007056241,0.002157155,0.002251569,0.00148143,0.002697849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252785,"about_ca_system_score_gemma":0.003383285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213006,"about_ca_topic_score_gemma":0.01032883,"domain_scores_codex":[0.9959618,0.0008153549,0.0002446546,0.0008758435,0.001739456,0.0003627508],"domain_scores_gemma":[0.9951101,0.001957878,0.0005417239,0.0007261612,0.001512127,0.0001519233],"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":[0.0005958496,0.0005921861,0.02630401,0.001012917,0.0007639145,0.001187326,0.0004679907,0.2103879,0.01101943,0.02188304,0.01174799,0.7140374],"study_design_scores_gemma":[0.00008649888,0.0002543287,0.007315939,0.0001232508,0.0002633338,0.0005607279,0.0002249794,0.9428039,0.008134576,0.03116909,0.008997433,0.00006604088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01438491,0.0008075609,0.9702204,0.00047126,0.0001235442,0.0003928705,0.00119957,0.008616846,0.003782919],"genre_scores_gemma":[0.4752069,0.0009219479,0.5127288,0.0002710135,0.0001701882,0.0005633605,0.003657722,0.0002989258,0.006181277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01213006,"threshold_uncertainty_score":0.0322246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009798907823721763,"score_gpt":0.2348170139960843,"score_spread":0.2250181061723626,"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."}}