{"id":"W3125053678","doi":"10.1115/gt2020-14819","title":"CFD-CRN Study of NOx Formation in a High-Pressure Combustor Fired With Lean Premixed CH4 / H2 - Air Mixtures","year":2020,"lang":"en","type":"article","venue":"","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Siemens (Canada)","funders":"Siemens Canada; Science Foundation Ireland; Center of Excellence in Applied Computational Science and Engineering","keywords":"NOx; Combustor; Computational fluid dynamics; Methane; Mechanics; Heat transfer; Materials science; Chemistry; Thermodynamics; Combustion; Physics; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004227314,0.0001254892,0.0002023659,0.00006788544,0.00001939169,0.00001025574,0.0001236006,0.00005313855,0.00006144756],"category_scores_gemma":[0.00001354525,0.0001075964,0.00002115707,0.000221324,0.00001172549,0.0001463575,0.00002969561,0.0001463865,0.00000581822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000023538,"about_ca_system_score_gemma":0.000006192607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006296312,"about_ca_topic_score_gemma":0.000356694,"domain_scores_codex":[0.9993545,0.00001729239,0.000232638,0.0001126187,0.000158349,0.0001245492],"domain_scores_gemma":[0.9996949,0.00002286128,0.00003603001,0.0001556864,0.00003507881,0.00005544007],"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":[0.000235742,0.000367855,0.008443672,0.0004951615,0.0001441692,0.00001611563,0.01449176,0.9659081,0.003612897,0.0006389281,0.003562763,0.00208281],"study_design_scores_gemma":[0.002961282,0.0003885844,0.03043145,0.00003763997,0.00004736881,0.000001822593,0.002368032,0.9615552,0.001329528,0.0000165599,0.0006177068,0.000244771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991231,0.00004168254,0.007141894,0.0001421138,0.00006779526,0.000419087,0.000008018754,0.0002564376,0.0006919333],"genre_scores_gemma":[0.9993197,0.000004964643,0.0003862812,0.00005337073,0.00002149667,0.00001422794,0.0000375575,0.00001976909,0.0001426816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198778,"threshold_uncertainty_score":0.4387654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00795115952790502,"score_gpt":0.1815524712065981,"score_spread":0.1736013116786931,"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."}}