{"id":"W2033819515","doi":"10.4108/icst.valuetools2009.7807","title":"A Performance Experiment System Supporting Fast Mapping of System Issues","year":2009,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exploit; Computer science; Estimation; Industrial engineering; Reliability engineering; Systems engineering; Engineering; Computer security","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":[0.009001855,0.002629982,0.002074331,0.003315021,0.000604338,0.002003843,0.002744935,0.001517919,0.06443303],"category_scores_gemma":[0.0301577,0.001498434,0.0008053217,0.001913586,0.001003333,0.004459895,0.002520099,0.002019087,0.0170067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007439882,"about_ca_system_score_gemma":0.001621781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049061,"about_ca_topic_score_gemma":0.0005467357,"domain_scores_codex":[0.9952944,0.001558184,0.0006834802,0.001032161,0.001217989,0.0002136621],"domain_scores_gemma":[0.9431915,0.03161645,0.002611548,0.01567418,0.004985883,0.001920426],"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":[0.01624853,0.003855739,0.02608708,0.002479943,0.001061583,0.001737409,0.001037358,0.04557907,0.1518387,0.02146999,0.2457539,0.4828507],"study_design_scores_gemma":[0.006452348,0.004368392,0.01620778,0.0001790141,0.0004928902,0.001453857,0.0001113581,0.6443266,0.1706731,0.02818952,0.126726,0.0008191154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.0114578,0.0001183771,0.4322941,0.0002277822,0.0002558107,0.001706857,0.008169421,0.5405475,0.00522231],"genre_scores_gemma":[0.3688156,0.0004718305,0.5192013,0.001020129,0.0008440856,0.01044185,0.02600987,0.04847365,0.02472183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06443303,"threshold_uncertainty_score":0.21555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319430648794685,"score_gpt":0.2547697918591688,"score_spread":0.2415754853712219,"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."}}