{"id":"W2990154492","doi":"10.1115/1.4045477","title":"Effect of Fuel Nozzle Geometry on Swirling Partially Premixed Methane Flames","year":2019,"lang":"en","type":"article","venue":"Journal of Engineering for Gas Turbines and Power","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nozzle; Body orifice; Mechanics; Particle image velocimetry; Combustor; Mixing (physics); Optics; Materials science; Physics; Chemistry; Combustion; Turbulence; Mechanical engineering; Thermodynamics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003747672,0.0001606009,0.000362556,0.0002148428,0.000008551602,0.00001742419,0.00008923977,0.00007812769,0.00003008339],"category_scores_gemma":[0.000115997,0.0001282592,0.0001591527,0.0001133952,0.000007731955,0.0000892699,0.00001284423,0.0001853026,0.000001876752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002055672,"about_ca_system_score_gemma":0.000007972585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.5398e-7,"about_ca_topic_score_gemma":3.371062e-7,"domain_scores_codex":[0.9992858,0.000007739774,0.0003298627,0.00007459616,0.0001339124,0.0001680525],"domain_scores_gemma":[0.9993599,0.000294259,0.00008651159,0.0001107526,0.00007203681,0.0000765427],"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":[0.0003301727,0.00002767995,0.00154121,0.001297388,0.0002374038,0.000006939926,0.0001845433,0.9225682,0.06882794,0.0004014805,0.0001986494,0.004378383],"study_design_scores_gemma":[0.006357571,0.005322399,0.008071554,0.001383303,0.0003024976,0.0002170633,0.00006216256,0.8526394,0.1020545,0.0001064124,0.02261761,0.0008654261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909387,0.0009494583,0.006375181,0.00002309784,0.001405689,0.0001407224,0.000006917592,0.00003542263,0.0001248256],"genre_scores_gemma":[0.9987755,0.0001564718,0.0008207329,0.000007963444,0.0001156555,0.000002168518,0.000002121492,0.0000342217,0.00008512717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06992876,"threshold_uncertainty_score":0.5230258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003021363152340827,"score_gpt":0.2052401958329905,"score_spread":0.2022188326806497,"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."}}