{"id":"W2137723287","doi":"10.1145/1735970.1736038","title":"SherLog","year":2010,"lang":"en","type":"article","venue":"ACM SIGARCH Computer Architecture News","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":217,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Computer science; Unavailability; Task (project management); Software bug; Code (set theory); Software; Server; Source code; Operating system; Software engineering; Programming language; 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":[],"consensus_categories":[],"category_scores_codex":[0.002766107,0.001734787,0.001335756,0.002525346,0.0009054457,0.003504961,0.006751765,0.002020391,0.137532],"category_scores_gemma":[0.008714853,0.002006103,0.001657396,0.002028943,0.0007461964,0.006468909,0.003527154,0.003283197,0.09833055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202598,"about_ca_system_score_gemma":0.002793124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027413,"about_ca_topic_score_gemma":0.004478074,"domain_scores_codex":[0.9980941,0.0002482525,0.0001752986,0.0003264317,0.0009143303,0.0002415527],"domain_scores_gemma":[0.9954154,0.001717436,0.0002529127,0.001416833,0.0009547137,0.0002425779],"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":[0.0008627662,0.0002615195,0.002076683,0.001206704,0.00008902404,0.0003622054,0.0001830786,0.004467567,0.003612878,0.02066167,0.8139142,0.1523018],"study_design_scores_gemma":[0.0005966307,0.0001848378,0.001448674,0.0002323521,0.00006239534,0.0005465053,0.0001390698,0.05858988,0.01183371,0.04353157,0.8827059,0.0001283847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0033363,0.0006423172,0.1738091,0.001199848,0.0006042454,0.0006316581,0.06564459,0.7029825,0.05114939],"genre_scores_gemma":[0.07844023,0.0023046,0.2502634,0.003810931,0.0005129657,0.00244275,0.3893413,0.1507326,0.1221513],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.137532,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007245533686210765,"score_gpt":0.2351668028681178,"score_spread":0.2279212691819071,"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."}}