{"id":"W2322330124","doi":"10.1145/2020976.1958783","title":"Abstract only","year":2011,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Root cause; Web service; Software engineering; Web application; Root cause analysis; Risk analysis (engineering); World Wide Web; Engineering; Reliability engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001289365,0.001005413,0.001171939,0.001410403,0.001905725,0.005834073,0.001937242,0.003063826,0.8990438],"category_scores_gemma":[0.007976373,0.0004297089,0.0009617722,0.001438417,0.0009307045,0.003488483,0.004052434,0.002213126,0.8937119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110026,"about_ca_system_score_gemma":0.001623027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559058,"about_ca_topic_score_gemma":0.002129869,"domain_scores_codex":[0.9984081,0.0002423371,0.0001214104,0.0004365373,0.0005562154,0.0002354412],"domain_scores_gemma":[0.9940399,0.0006159587,0.0002141212,0.001677858,0.002322258,0.001129919],"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":[0.00009322476,0.00006711334,0.0002913697,0.0001755157,0.000009009465,0.0001304566,0.00006346709,0.00005201745,0.000770985,0.005189135,0.9149299,0.07822786],"study_design_scores_gemma":[0.00001881709,0.0000252772,0.0003677041,0.00007845877,0.000004711838,0.0001610594,0.00003009946,0.00008057761,0.0003575115,0.001530369,0.9973369,0.000008451973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001007081,0.0005468818,0.004691569,0.009132713,0.01102855,0.0003840213,0.0113418,0.006454766,0.9554126],"genre_scores_gemma":[0.006615423,0.0003663772,0.001152403,0.003489529,0.001672882,0.000150307,0.005879031,0.001300627,0.9793733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1009562,"threshold_uncertainty_score":0.1440017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516248366012888,"score_gpt":0.2198654068305163,"score_spread":0.1947029231703875,"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."}}