{"id":"W4312638836","doi":"10.1109/ic2e55432.2022.00039","title":"Poster Paper: Operating System Support for Applications Performance Analysis","year":2022,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Computer science; Code refactoring; Tracing; Cloud computing; Distributed computing; Open source; Software engineering; Multi-core processor; Operating system; Software","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":[0.0008075309,0.000112634,0.000219426,0.0001519743,0.0009209578,0.0001053522,0.0008196625,0.00002800964,0.0001248283],"category_scores_gemma":[0.000004910235,0.00009230465,0.0001751822,0.001123927,0.0000151844,0.0004577834,0.0003578905,0.00009264171,0.00004267237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424008,"about_ca_system_score_gemma":0.00009312548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002323387,"about_ca_topic_score_gemma":0.000003779924,"domain_scores_codex":[0.9986005,0.00004855644,0.0003676536,0.0004326022,0.0002903873,0.0002602802],"domain_scores_gemma":[0.9988389,0.00007613718,0.00009138184,0.0008132452,0.0001176857,0.00006263195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005286631,0.0006975112,0.6564581,0.002274019,0.001765215,0.000008423864,0.00576609,0.07333615,0.00120867,0.08907072,0.008122824,0.1612394],"study_design_scores_gemma":[0.00073135,0.000484477,0.02297418,0.000009304847,0.0002224159,0.00008270841,0.0009118504,0.8548284,0.000882629,0.00003510918,0.1182007,0.0006369487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06357148,0.00004917035,0.9243419,0.0004644153,0.0003803063,0.00136155,0.00002708951,0.0006903969,0.00911374],"genre_scores_gemma":[0.9808475,0.000001581617,0.01512183,0.0004201477,0.00005783446,0.002111167,0.00003026922,0.000007209896,0.001402421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9172761,"threshold_uncertainty_score":0.7083356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009465354628461172,"score_gpt":0.23639123272022,"score_spread":0.2269258780917588,"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."}}