{"id":"W4299600647","doi":"","title":"Towards Low-NOx Operation in a Complex Burner: Optimization of an Annular Trapped Vortex Combustor","year":2013,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Combustor; NOx; Vortex; Aerospace engineering; Environmental science; Materials science; Mechanics; Combustion; Physics; Engineering; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009565368,0.0003016065,0.0004125136,0.0004313772,0.00005733676,0.0001172499,0.0005407159,0.0003210171,0.001900567],"category_scores_gemma":[0.0001222444,0.0003457725,0.00009255618,0.0004211619,0.0001124926,0.0001644112,0.00008427551,0.0002853867,0.00003340534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107006,"about_ca_system_score_gemma":0.00006766932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072567,"about_ca_topic_score_gemma":0.002603301,"domain_scores_codex":[0.9975909,0.001036153,0.0005040598,0.0003503927,0.0002772295,0.0002412535],"domain_scores_gemma":[0.9981484,0.00008891588,0.0002073026,0.001000163,0.0004309164,0.0001243117],"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":[0.00003976812,0.003072176,0.0009145309,0.002059771,0.0003951016,0.00001930773,0.0147836,0.643199,0.00969183,0.08675741,0.06548409,0.1735834],"study_design_scores_gemma":[0.0006506429,6.486355e-7,0.0008046299,0.0005792259,0.00001889009,0.000002835237,0.00006951384,0.9781242,0.0008643168,0.00004299836,0.01849644,0.0003456461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01142807,0.0007889656,0.6547093,0.0004856454,0.0002658852,0.000987631,0.0001456131,0.0008008655,0.330388],"genre_scores_gemma":[0.5041363,0.003621234,0.2294142,0.0001400363,0.000115416,0.000222922,0.009676334,0.001293393,0.2513802],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4927082,"threshold_uncertainty_score":0.9998994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007811374502621236,"score_gpt":0.2009182180397416,"score_spread":0.1931068435371203,"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."}}