{"id":"W2889491111","doi":"10.1115/gt2018-77203","title":"Performance Desensitization for a High-Speed Axial Compressor","year":2018,"lang":"en","type":"article","venue":"","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Tip clearance; Casing; Stall (fluid mechanics); Overall pressure ratio; Gas compressor; Sensitivity (control systems); Mechanics; Axial compressor; Materials science; Rotational speed; Computational fluid dynamics; Physics; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002272198,0.0002898534,0.000239087,0.0001919771,0.000212258,0.0002930782,0.0003124549,0.0002942364,0.002050184],"category_scores_gemma":[0.0005399159,0.00009419348,0.0003158097,0.00008787007,0.0002768829,0.0002141192,0.0002051021,0.0003491506,0.0002686436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765716,"about_ca_system_score_gemma":0.0002480664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009229589,"about_ca_topic_score_gemma":0.0008453932,"domain_scores_codex":[0.9998331,0.00001974383,0.000007621456,0.00002690749,0.00008357853,0.00002898231],"domain_scores_gemma":[0.9998102,0.00005414602,0.00004124366,0.00003345254,0.00004930221,0.00001165766],"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":[0.0006571119,0.0002365995,0.003860798,0.0002771909,0.0000338828,0.0003295773,0.0001293684,0.1271789,0.8101202,0.001391115,0.0006346958,0.05515055],"study_design_scores_gemma":[0.00008839217,0.005239306,0.01775626,0.00002346989,0.00006390574,0.0003964244,0.0001132759,0.4420952,0.5280515,0.0005477662,0.005577888,0.00004668729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637446,0.0002320228,0.03150791,0.0001380383,0.00004112937,0.00004578137,0.00005693173,0.000471377,0.00376221],"genre_scores_gemma":[0.9973291,0.00003124641,0.002010762,0.00001194143,0.000002482158,0.000006023353,0.00001803292,0.00001218301,0.0005782984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002050184,"threshold_uncertainty_score":0.006858587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008924502063949786,"score_gpt":0.2061869910785861,"score_spread":0.1972624890146363,"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."}}