{"id":"W4255914661","doi":"10.1145/1735971.1736038","title":"SherLog","year":2010,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Unavailability; Task (project management); Code (set theory); Software; Software bug; Source code; Operating system; Server; Programming language; Software engineering; Reliability engineering; Set (abstract data type)","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":[0.00280586,0.001780986,0.001352945,0.002523063,0.0009122647,0.003542216,0.00694082,0.002034917,0.1412704],"category_scores_gemma":[0.008861805,0.002047316,0.001705969,0.002023249,0.0007772116,0.006547058,0.003662112,0.003300335,0.09953021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222557,"about_ca_system_score_gemma":0.002841362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002776089,"about_ca_topic_score_gemma":0.004596274,"domain_scores_codex":[0.9980545,0.0002575056,0.0001789033,0.0003355077,0.0009264867,0.0002470802],"domain_scores_gemma":[0.9953607,0.001763461,0.0002542862,0.001414889,0.0009595426,0.0002471719],"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":[0.0008937303,0.0002684901,0.002090186,0.001266757,0.00009092918,0.0003752313,0.0001906004,0.004661283,0.003672512,0.02176603,0.8099876,0.1547367],"study_design_scores_gemma":[0.000599885,0.0001863928,0.001407712,0.0002402877,0.00006332172,0.0005480282,0.0001395331,0.05772189,0.01162126,0.04510007,0.8822428,0.0001288311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.003264249,0.0006619223,0.1807936,0.001194591,0.0005948932,0.0006451971,0.06451356,0.6969267,0.05140535],"genre_scores_gemma":[0.07757071,0.002326026,0.2583306,0.003872912,0.000505961,0.002520476,0.3786293,0.1543747,0.1218692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1412704,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029332178757227,"score_gpt":0.2435370911879403,"score_spread":0.233243769400368,"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."}}