{"id":"W4387127410","doi":"10.1115/gt2023-102238","title":"Thrust Rebalance to Extend Engine Time On-Wing With Consideration of Engine Degradation and Creep Life Consumption","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuel efficiency; Automotive engineering; Thrust; Thrust specific fuel consumption; Engineering; Schedule; Aeronautics; Jet engine; Turbine; Computer science; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002349473,0.0004858412,0.0003267447,0.0004048368,0.0001791788,0.0003895424,0.000344032,0.0002519495,0.0007757358],"category_scores_gemma":[0.00047908,0.0001346169,0.0002361036,0.0001854576,0.0001612571,0.000356398,0.0002597774,0.0002238927,0.000187463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295458,"about_ca_system_score_gemma":0.0003613456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181751,"about_ca_topic_score_gemma":0.0024202,"domain_scores_codex":[0.9998318,0.00001733675,0.00001148238,0.00004100328,0.00006704062,0.00003142086],"domain_scores_gemma":[0.9997507,0.0000499978,0.00008820908,0.00003287483,0.00005808027,0.00002023294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006038199,0.0002091223,0.008558276,0.0002397229,0.00005089238,0.0002805593,0.0001400934,0.208116,0.6670478,0.0008209738,0.0004166321,0.1135161],"study_design_scores_gemma":[0.00006627032,0.001317043,0.01518342,0.00003449218,0.00008550145,0.0005195558,0.0002220952,0.7075515,0.2704545,0.0005485335,0.003969307,0.00004765422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8177351,0.001109405,0.1753327,0.0001359761,0.000059844,0.00008821642,0.00005779826,0.000578934,0.004902011],"genre_scores_gemma":[0.9845544,0.00007220684,0.01461224,0.00001439447,0.000005469393,0.0000118268,0.00002018576,0.00002168373,0.0006876892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00181751,"threshold_uncertainty_score":0.003613889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661765566435546,"score_gpt":0.2298894978739158,"score_spread":0.2132718422095603,"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."}}