{"id":"W2020844079","doi":"10.1115/gt2012-68632","title":"Determination of Steady State Gas Turbine Operation","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Ministère de la Défense Nationale; National Research Council Canada; Defence Research and Development Canada","keywords":"Turbofan; Steady state (chemistry); Jet engine; Benchmark (surveying); Turboprop; Computer science; Turbine; Interval (graph theory); Control theory (sociology); Test data; Simulation; Automotive engineering; Engineering; Aerospace engineering; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005666878,0.00004765093,0.00005954106,0.00007481944,0.00001079357,0.000004443456,0.00006318693,0.00003159194,0.00007291255],"category_scores_gemma":[0.00004222402,0.00004238591,0.00001012426,0.00008837736,0.00001831194,0.0002426233,0.00001929547,0.00006796615,0.00003850216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004274742,"about_ca_system_score_gemma":0.000001912813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003608152,"about_ca_topic_score_gemma":0.000006393683,"domain_scores_codex":[0.9995947,0.000006295735,0.0000997949,0.00004037403,0.0000994553,0.0001594109],"domain_scores_gemma":[0.9997897,0.00002275843,0.00000879195,0.0001252883,0.00003076004,0.00002270447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005770098,0.00003138692,0.0009884438,0.00007204992,0.000008649933,0.000001040581,0.0004028884,0.01683887,0.5481694,0.001211343,0.0002217969,0.4320484],"study_design_scores_gemma":[0.00012844,0.000028686,0.001140113,0.000004176474,0.000001498118,0.000002245834,0.0001522558,0.1256846,0.8716991,0.000282869,0.0007954456,0.00008051712],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8298821,0.0001096255,0.1624167,0.00002553593,0.00007463645,0.0001276343,0.00000309794,0.0003995012,0.00696111],"genre_scores_gemma":[0.9832353,0.00006188467,0.01624714,0.00000248837,0.00001245891,0.000004026079,0.000003802386,0.00001135733,0.0004215619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4319679,"threshold_uncertainty_score":0.1728447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304629351358697,"score_gpt":0.2882709626296134,"score_spread":0.2652246691160264,"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."}}