{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001736132,0.0003945491,0.000396961,0.0002959774,0.0002299553,0.000454152,0.0003902391,0.0004369689,0.001287967],"category_scores_gemma":[0.000303761,0.0002158597,0.0005623624,0.0001509095,0.0001538095,0.0003108943,0.0001973498,0.0002316869,0.0002896302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694873,"about_ca_system_score_gemma":0.0004139742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137174,"about_ca_topic_score_gemma":0.002125187,"domain_scores_codex":[0.9999276,0.00001454946,0.000003270273,0.00001154752,0.00003184615,0.0000111661],"domain_scores_gemma":[0.9998938,0.00002257927,0.00001805197,0.00001629351,0.00004016068,0.000009130702],"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":[0.0002310306,0.0001334412,0.003314675,0.0001446782,0.00002017091,0.0003611966,0.00006331845,0.8026271,0.1228176,0.002067205,0.0006069488,0.06761263],"study_design_scores_gemma":[0.000009497228,0.0001559121,0.001061392,0.000004710041,0.000009433643,0.00004572045,0.00001604346,0.9897115,0.008043278,0.0001911661,0.0007441295,0.000007247027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4528085,0.0008068116,0.5344632,0.0002093454,0.0001080256,0.0001591809,0.0001317505,0.0007079564,0.01060527],"genre_scores_gemma":[0.9656072,0.0001596385,0.0324738,0.00001333738,0.000008898299,0.00002107478,0.00006325405,0.00002970938,0.001623175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002137174,"threshold_uncertainty_score":0.004308701,"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."}}