{"id":"W4391330148","doi":"10.2514/6.2024-2577","title":"Numerical Simulation of the fogging System Location and Geometry on the Characteristics of Inlet Air to a Gas Turbine","year":2024,"lang":"en","type":"article","venue":"","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Fogging; Inlet; Gas turbines; Mechanics; Computer simulation; Environmental science; Aerospace engineering; Marine engineering; Computer science; Simulation; Mechanical engineering; Optics; Physics; 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":[0.0002118464,0.0003860776,0.0004462533,0.0003191841,0.0005489379,0.0005293372,0.0003942632,0.001009734,0.001852435],"category_scores_gemma":[0.001127679,0.0002241674,0.0005664175,0.0004633706,0.0004995784,0.0002972344,0.0003340728,0.000453688,0.0001606089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005914028,"about_ca_system_score_gemma":0.0007191011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02264894,"about_ca_topic_score_gemma":0.0142581,"domain_scores_codex":[0.9998938,0.00001789081,0.000005832236,0.000017668,0.00002772667,0.00003697733],"domain_scores_gemma":[0.9994479,0.0003071076,0.00007910551,0.0000244409,0.0001081851,0.00003321817],"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":[0.00008567757,0.00006409999,0.003638799,0.00005098026,0.000009282123,0.0001393686,0.000060526,0.9886959,0.004309041,0.0005656818,0.0002506585,0.002129902],"study_design_scores_gemma":[0.00001135054,0.00004265156,0.001494443,0.000005170384,0.000005376713,0.00001377125,0.00004162355,0.9969843,0.001149561,0.00007122237,0.0001742076,0.000006400355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743289,0.0001984471,0.01420221,0.0002034418,0.0000842409,0.00004448881,0.0003485758,0.0001561315,0.01043363],"genre_scores_gemma":[0.9944562,0.00009970599,0.003926535,0.00002278503,0.000005538902,0.0000214056,0.0001391348,0.00001213344,0.001316607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02264894,"threshold_uncertainty_score":0.04503417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006750623734171181,"score_gpt":0.2075612696813433,"score_spread":0.2008106459471721,"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."}}