{"id":"W2101486793","doi":"10.1145/1723028.1723092","title":"Root cause analysis and diagnosis in SOA and cloud environments","year":2009,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Victoria","funders":"","keywords":"Computer science; Orchestration; Service-oriented architecture; Cloud computing; Process management; Implementation; Service (business); Software engineering; Flexibility (engineering); Business process; Enterprise application integration; Business Process Execution Language; Provisioning; Component (thermodynamics); Enterprise architecture; Web service; World Wide Web; Architecture; Enterprise systems engineering; Business; Operating system; Engineering; Operations management","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":[0.004209981,0.0006883138,0.0009883365,0.00556885,0.001177408,0.001996508,0.0009374768,0.00100074,0.002312993],"category_scores_gemma":[0.01683693,0.000343317,0.001179896,0.003463455,0.001052201,0.001733299,0.002094812,0.0008894883,0.0003553346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491877,"about_ca_system_score_gemma":0.003765299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0197547,"about_ca_topic_score_gemma":0.01552473,"domain_scores_codex":[0.9956951,0.00131338,0.0003144019,0.0005643815,0.001682176,0.000430511],"domain_scores_gemma":[0.992462,0.004577804,0.0009807893,0.0005611826,0.001169223,0.0002489767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005760418,0.0003701395,0.08730913,0.001276991,0.0006007757,0.006487926,0.002059223,0.2402029,0.006134621,0.1529596,0.01289844,0.4891241],"study_design_scores_gemma":[0.00007857682,0.0001070215,0.01250834,0.0001251216,0.0001574074,0.001281631,0.00169625,0.7973459,0.003519368,0.1721645,0.01094637,0.0000695074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1287521,0.003922985,0.8479142,0.003276292,0.0002265741,0.0005536206,0.001331274,0.003397231,0.01062567],"genre_scores_gemma":[0.7922609,0.001146833,0.2038018,0.0001481957,0.00007097419,0.000159872,0.0006619394,0.00007044,0.001679161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0197547,"threshold_uncertainty_score":0.03927946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005648845088491531,"score_gpt":0.2162432090428801,"score_spread":0.2105943639543886,"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."}}