{"id":"W3162298342","doi":"10.18280/i2m.200206","title":"CFD Analysis and NOx Prediction in H2 and Ch4 Turbulent Non-premixed Flame Compared with Swirling Flame","year":2021,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direction Générale de la Recherche Scientifique et du Développement Technologique","keywords":"Combustion; Turbulence; NOx; Computational fluid dynamics; Mechanics; Premixed flame; Adiabatic flame temperature; Coaxial; Fluent; Work (physics); Dissociation (chemistry); Laminar flame speed; Combustion chamber; Chemistry; Materials science; Thermodynamics; Combustor; Mechanical engineering; Physics; Engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001781758,0.0001730668,0.0002792214,0.000267573,0.00005814505,0.00007944385,0.00005412295,0.0001008407,0.00003324316],"category_scores_gemma":[0.00002077046,0.0001715414,0.00003931103,0.0006081373,0.00004796009,0.0001795291,0.0000306085,0.0002011302,0.000001887366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026169,"about_ca_system_score_gemma":0.00002475646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001975894,"about_ca_topic_score_gemma":0.0003995005,"domain_scores_codex":[0.9989907,0.00005529603,0.0002998977,0.0002803926,0.0001694185,0.000204329],"domain_scores_gemma":[0.9995983,0.00005478847,0.00005184189,0.0001676576,0.00005750317,0.00006994694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001275565,0.00005955983,0.5570502,0.0001117735,0.0006285289,0.00008596942,0.001404285,0.4160434,0.0102358,0.00009282463,0.00008126093,0.01407881],"study_design_scores_gemma":[0.001303233,0.00003880826,0.4534033,0.00002304805,0.0001703038,0.00002625718,0.0004499538,0.5427452,0.001580436,0.00006151685,0.00005318048,0.0001448234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752054,0.0001276399,0.0237786,0.0002162866,0.0001284654,0.0001563875,0.00001858404,0.000152958,0.0002156969],"genre_scores_gemma":[0.9959701,0.0001903306,0.003337463,0.00006540756,0.00002634267,0.00002421588,0.0003332223,0.00001589022,0.00003704603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267017,"threshold_uncertainty_score":0.6995255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007881970892881512,"score_gpt":0.2183360812444436,"score_spread":0.2104541103515621,"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."}}