{"id":"W2930100872","doi":"10.1155/2019/7042692","title":"Large Eddy Simulation of Premixed Stratified Swirling Flame Using the Finite Rate Chemistry Approach","year":2019,"lang":"en","type":"article","venue":"International Journal of Aerospace Engineering","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Egg Farmers of Canada","keywords":"Mechanics; Vortex; Large eddy simulation; Combustor; Stratification (seeds); Combustion; Precession; Flow (mathematics); Chemistry; Materials science; Thermodynamics; Turbulence; Physics; Physical chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003405629,0.0001349801,0.0001839464,0.00008985571,0.00001696353,0.00005331066,0.0002985753,0.00007035998,0.00004153719],"category_scores_gemma":[0.0001017234,0.0001184057,0.0001167208,0.0001265381,0.0000101034,0.0002169472,0.00003561372,0.0003265275,0.000001890777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159465,"about_ca_system_score_gemma":0.00002769028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.69609e-7,"about_ca_topic_score_gemma":3.394518e-7,"domain_scores_codex":[0.9990417,0.00001162184,0.0004109942,0.00007791659,0.0003142044,0.0001435148],"domain_scores_gemma":[0.9992248,0.0001657167,0.0001821823,0.0001315313,0.0002530713,0.0000427327],"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":[0.00001612076,0.00001563733,0.0002672043,0.00004770527,0.0001143739,0.000002329489,0.0002953409,0.8885825,0.1104869,0.00009673681,0.00000531263,0.00006984763],"study_design_scores_gemma":[0.0004973712,0.000009004501,0.0004039913,0.0001192043,0.00001791182,0.00001958261,0.00021795,0.9904386,0.007981774,0.00001051868,0.0001738826,0.0001102277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5616279,0.00006907513,0.4374225,0.00001464966,0.0006526373,0.0000515002,0.000006076003,0.0000249067,0.0001307209],"genre_scores_gemma":[0.9960874,0.00002344233,0.003560945,0.000006638799,0.0002197597,7.431817e-7,0.000007272343,0.00002804128,0.00006571064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4344596,"threshold_uncertainty_score":0.4828444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007993487340256771,"score_gpt":0.2242280006240607,"score_spread":0.216234513283804,"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."}}