{"id":"W1990181832","doi":"10.1115/1.1589028","title":"Robustness of Rotating Stall Control for Axial-Flow Compressors*","year":2003,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Stall (fluid mechanics); Control theory (sociology); Axial compressor; Gas compressor; Robustness (evolution); Nonlinear system; Operating point; Computer science; Engineering; Physics; Mechanical engineering; Control (management); Aerospace 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":[0.001081437,0.0007887588,0.0004396732,0.0006604553,0.0003429371,0.0007712322,0.0003818255,0.0004298093,0.0007147875],"category_scores_gemma":[0.00354636,0.0002096909,0.0003463768,0.000196253,0.0008629913,0.0004595238,0.0005120343,0.0003665403,0.00007062748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006579653,"about_ca_system_score_gemma":0.0002644458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196268,"about_ca_topic_score_gemma":0.0007551094,"domain_scores_codex":[0.9995521,0.0001173734,0.00002189894,0.00006876631,0.0001730379,0.00006683453],"domain_scores_gemma":[0.9983265,0.0009357668,0.0003475325,0.00008375748,0.0002809936,0.00002546272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003278936,0.00004121356,0.0008990009,0.0001715155,0.0000597769,0.0001298992,0.0001026471,0.8884685,0.06028375,0.01644284,0.0003552342,0.03271772],"study_design_scores_gemma":[0.000009763831,0.0001391622,0.0004102602,0.00000632969,0.000009428037,0.00001675197,0.00001123929,0.9896527,0.007023331,0.002549234,0.0001625946,0.000009093517],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4386805,0.001005083,0.5513656,0.0003131142,0.00005118167,0.0000547953,0.00009296314,0.0006164062,0.007820492],"genre_scores_gemma":[0.9983101,0.00006625811,0.001393117,0.000007936462,0.000005627966,0.000007392166,0.00001459619,0.00000759607,0.0001874738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002196268,"threshold_uncertainty_score":0.005719244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014172252543774,"score_gpt":0.195033331207303,"score_spread":0.1848916086818653,"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."}}