{"id":"W4254905260","doi":"10.1145/1272998.1273000","title":"JIT instrumentation","year":2007,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Instrumentation (computer programming); x86; Computer science; Debugging; Operating system; Profiling (computer programming); Embedded system; Linux kernel; Computer hardware; 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":[0.00212521,0.000156241,0.0002937341,0.00007484275,0.0002042904,0.0002520655,0.00107882,0.00005281879,0.000007093069],"category_scores_gemma":[0.0005032825,0.0001347084,0.00005987509,0.0005286928,0.00001444181,0.0004196249,0.0002554979,0.0001212482,0.00008032233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006117298,"about_ca_system_score_gemma":0.00004815917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005237613,"about_ca_topic_score_gemma":0.000001651413,"domain_scores_codex":[0.9982864,0.0001655017,0.0006468715,0.0003479666,0.0002908726,0.0002623449],"domain_scores_gemma":[0.9984753,0.000152531,0.000221007,0.000890218,0.0001779633,0.0000829648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002913416,0.0002025512,0.00388489,0.007143417,0.0001073231,0.00008563785,0.001376717,0.004891421,0.001481663,0.1575386,0.06145038,0.7618344],"study_design_scores_gemma":[0.002333522,0.001185072,0.00227243,0.06429901,0.0001536275,0.001207689,0.0002700665,0.4270609,0.00980901,0.001764659,0.4849468,0.004697217],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005879244,0.0325411,0.9583869,0.0007148025,0.0004605969,0.0006526857,5.235399e-7,0.000692314,0.005963184],"genre_scores_gemma":[0.3921908,0.008923303,0.5941752,0.003360391,0.000271593,0.00009025316,0.00002016412,0.00003208769,0.0009361963],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7571372,"threshold_uncertainty_score":0.5493248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852908696458277,"score_gpt":0.3162919382443155,"score_spread":0.2877628512797327,"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."}}