{"id":"W2762915977","doi":"10.1145/3132747.3132768","title":"Pensieve","year":2017,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; NetApp","keywords":"Computer science; Process (computing); Service (business); Software engineering; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001560553,0.001218067,0.0006238501,0.001810821,0.0020598,0.006024841,0.001986787,0.002043437,0.5724987],"category_scores_gemma":[0.007429969,0.0005014598,0.0007696149,0.001070367,0.001111501,0.005392958,0.005888252,0.003083241,0.3506943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196545,"about_ca_system_score_gemma":0.001772873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889203,"about_ca_topic_score_gemma":0.003977567,"domain_scores_codex":[0.9985014,0.0002762683,0.00005699563,0.0002998987,0.0007013287,0.0001640966],"domain_scores_gemma":[0.9966472,0.0006103497,0.00009916638,0.0007528067,0.001064602,0.0008258196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001472286,0.00005309778,0.0002825438,0.0001775429,0.00000897164,0.0002200493,0.0003077852,0.0002804077,0.00103801,0.02332266,0.8247288,0.1494328],"study_design_scores_gemma":[0.000008459251,0.00001144742,0.00008926228,0.00005119971,0.000002224839,0.0001300418,0.00007636254,0.0002231516,0.0003344152,0.002862429,0.9962024,0.000008588623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.002751947,0.003795384,0.05112528,0.01611752,0.01487749,0.000247623,0.003901039,0.02547665,0.8817072],"genre_scores_gemma":[0.01216261,0.002092345,0.01119689,0.003643217,0.001234233,0.0001430621,0.002728443,0.005640347,0.9611589],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.5724987,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179864294680257,"score_gpt":0.2712332145326458,"score_spread":0.2532467850646201,"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."}}