{"id":"W2750477667","doi":"10.1115/gt2017-64786","title":"Validation of Transonic Axial Compressor Stage Unsteady-State Rotor-Stator Simulations","year":2017,"lang":"en","type":"article","venue":"","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emmanuel Bible College","funders":"","keywords":"Transonic; Stator; Mechanics; Rotor (electric); Turbulence; Gas compressor; Computational fluid dynamics; Turbomachinery; Laminar flow; Boundary layer; Axial compressor; Physics; Control theory (sociology); Aerospace engineering; Computer science; Engineering; Aerodynamics; 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":[0.001079315,0.0005533606,0.0007373759,0.0004731378,0.0006224491,0.0007438131,0.001093574,0.0007383645,0.002463973],"category_scores_gemma":[0.00284786,0.0002846951,0.0005010157,0.000496416,0.0006223512,0.0005418985,0.000702419,0.0008382625,0.00041319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008350226,"about_ca_system_score_gemma":0.001242981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123159,"about_ca_topic_score_gemma":0.008115711,"domain_scores_codex":[0.9992901,0.0001448719,0.00006834154,0.00008226647,0.0002973861,0.0001170719],"domain_scores_gemma":[0.9983466,0.0005686546,0.00009651393,0.0002467413,0.0006644648,0.00007708783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005209881,0.0002968354,0.007411569,0.0002112189,0.00003310883,0.0002082684,0.0003039184,0.9387286,0.03325053,0.002562005,0.0008404249,0.01563251],"study_design_scores_gemma":[0.00003491125,0.0003406786,0.002344904,0.00001344831,0.000006680432,0.0000242476,0.00007130056,0.9687274,0.02732706,0.0001805573,0.0009097339,0.00001900662],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702478,0.0001080292,0.02072466,0.00009213669,0.00004816413,0.0001225169,0.00121218,0.0006032951,0.006841372],"genre_scores_gemma":[0.9863301,0.00006887117,0.01101401,0.00002093587,0.000003718875,0.0001044596,0.0009342668,0.00006764467,0.001455847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123159,"threshold_uncertainty_score":0.02448845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467263105643786,"score_gpt":0.2496624450167308,"score_spread":0.234989813960293,"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."}}