{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002433219,0.0007157967,0.0003030702,0.001928975,0.0006500011,0.002194545,0.0006658648,0.0004868836,0.01904625],"category_scores_gemma":[0.006028491,0.0002556203,0.0003676656,0.001154641,0.0002565002,0.001514514,0.0008127391,0.0008756588,0.006077675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000524224,"about_ca_system_score_gemma":0.001398803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976504,"about_ca_topic_score_gemma":0.002079953,"domain_scores_codex":[0.998737,0.0002446386,0.0001015276,0.0001811848,0.0006522875,0.00008324037],"domain_scores_gemma":[0.9945887,0.001695185,0.0003311424,0.0008319963,0.00207757,0.0004753236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006972558,0.0005719389,0.02803834,0.0009173623,0.0001436927,0.0005610104,0.0008651093,0.01437979,0.0495442,0.01389887,0.169407,0.7209754],"study_design_scores_gemma":[0.0001297156,0.00104735,0.07720785,0.0005338976,0.0002110522,0.001277996,0.0006558372,0.2044506,0.101706,0.01864156,0.5939408,0.0001972428],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2378063,0.005381974,0.4944869,0.008367356,0.005398895,0.001666099,0.01178294,0.04105197,0.1940576],"genre_scores_gemma":[0.649803,0.002567183,0.2246716,0.0005608394,0.00201746,0.000344095,0.015852,0.00721121,0.09697269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01904625,"threshold_uncertainty_score":0.06371605,"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."}}