{"id":"W4367300574","doi":"10.1016/j.aej.2023.04.011","title":"Last stage stator blade profile improvement for a steam turbine under a non-equilibrium condensation condition: A CFD and cost-saving approach","year":2023,"lang":"en","type":"article","venue":"Alexandria Engineering Journal","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Blade (archaeology); Stator; Condensation; Computational fluid dynamics; Stage (stratigraphy); Steam turbine; Turbine; Mechanical engineering; Environmental science; Engineering; Marine engineering; Thermodynamics; Aerospace engineering; Geology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031932,0.0001440104,0.0001576747,0.0001735532,0.0001671338,0.0002186158,0.00008486109,0.00005021088,0.000520453],"category_scores_gemma":[0.00004035714,0.0001343175,0.00005159386,0.0002331708,0.00003035354,0.0005152771,0.00001333266,0.0001959721,0.0000597732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002713948,"about_ca_system_score_gemma":0.00005440744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002292439,"about_ca_topic_score_gemma":0.00002840824,"domain_scores_codex":[0.9989251,0.00001859566,0.0003037251,0.0001968541,0.0002193713,0.0003363379],"domain_scores_gemma":[0.9993252,0.0001866389,0.0001177129,0.00009837269,0.00008421505,0.0001878311],"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":[0.0001468301,0.00005310019,0.01223644,0.0001852574,0.0002005787,0.00002160104,0.001101136,0.8295451,0.1452847,0.0001114196,0.004459297,0.006654592],"study_design_scores_gemma":[0.001781818,0.0003220143,0.09709286,0.00006016195,0.00004374778,0.0001269459,0.001605113,0.8886399,0.004651885,0.0000495094,0.005335606,0.0002903888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820887,0.00005537491,0.01610823,0.0002316482,0.0005374649,0.0005485256,0.0002086845,0.0001063762,0.0001150017],"genre_scores_gemma":[0.9951109,0.0000201594,0.003472567,0.00005966503,0.0001843652,0.00002047585,0.0001298177,0.00001446628,0.0009875584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406328,"threshold_uncertainty_score":0.5698596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719375711476723,"score_gpt":0.2408944918552673,"score_spread":0.2237007347405001,"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."}}