{"id":"W1848162185","doi":"10.1109/empdp.1996.500585","title":"Systematic assessment of the overhead of tracing parallel programs","year":2002,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Computer science; Generality; Overhead (engineering); Tracing; Parallel computing; Transient (computer programming); Computer engineering; Programming language; Distributed computing","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":[0.0003015776,0.00006951069,0.0002013138,0.00003930976,0.00004281742,0.00002906467,0.0006635219,0.00002868633,0.000007910751],"category_scores_gemma":[0.00002291962,0.00004170613,0.00008643446,0.0002997638,0.00003104513,0.00009875714,0.0001253236,0.00005378193,0.000001110694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001448617,"about_ca_system_score_gemma":0.00001407259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001224264,"about_ca_topic_score_gemma":0.000001146796,"domain_scores_codex":[0.9990255,0.0001023313,0.0003753446,0.0001266852,0.0002647602,0.000105426],"domain_scores_gemma":[0.9990832,0.00006390642,0.0002500204,0.0005031864,0.00007902343,0.00002063023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000312703,0.002402328,0.01841881,0.0218344,0.0003217827,0.000004807713,0.006379989,0.1160174,0.0009059039,0.7969233,0.004328115,0.03246006],"study_design_scores_gemma":[0.00009308961,0.00005347349,0.0006270528,0.001363193,0.000006033889,0.000004325575,0.00001460901,0.9966626,0.0006795165,0.0004314225,0.000005454869,0.00005928869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002166249,0.0001306519,0.9854025,0.0001575963,0.00005744124,0.0003480126,1.215749e-7,0.0001468111,0.01159062],"genre_scores_gemma":[0.7330847,0.00001025786,0.2665146,0.00002835395,0.000003127363,0.00001090506,8.28793e-8,0.000002316026,0.0003455685],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8806452,"threshold_uncertainty_score":0.1700727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840547975976079,"score_gpt":0.2734382376911343,"score_spread":0.2450327579313735,"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."}}