{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003266594,0.00009169649,0.0001127208,0.00004463744,0.0001109649,0.0001234585,0.001642534,0.00008802021,0.00005824281],"category_scores_gemma":[0.0002820005,0.00007130304,0.00004130492,0.0001720544,0.00004912927,0.0005233095,0.0002737769,0.0002079966,0.0005867693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005912511,"about_ca_system_score_gemma":0.00004008547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006683423,"about_ca_topic_score_gemma":0.00008281622,"domain_scores_codex":[0.9991345,0.00002227854,0.0001548447,0.000277704,0.0001907124,0.0002199213],"domain_scores_gemma":[0.9982876,0.0002506415,0.00006045063,0.001272869,0.0000491922,0.00007927055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001871363,0.0002420394,0.591889,0.000214437,0.00005703227,0.00005952995,0.003717025,0.00009318153,0.01093006,0.01926704,0.01109179,0.3624202],"study_design_scores_gemma":[0.0009742244,0.0002944796,0.8101428,0.00005656232,0.00002397,0.00009961293,0.0001058485,0.01207119,0.01592302,0.01536684,0.1438783,0.001063188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858609,0.00004650863,0.004667184,0.001362223,0.002699951,0.0001149651,0.000001510587,0.0004111408,0.004835632],"genre_scores_gemma":[0.9750705,0.000002212784,0.02428562,0.0002734178,0.0002071625,0.000007606615,0.000001473445,0.000004697985,0.0001473459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.361357,"threshold_uncertainty_score":0.7541928,"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."}}