{"id":"W4413471059","doi":"10.1115/1.4069473","title":"Investigation of Dual-Flame-Front Stabilization in Partially Premixed Hydrogen Flames Using Synchronized PIV/OH-PLIF","year":2025,"lang":"en","type":"article","venue":"Journal of Engineering for Gas Turbines and Power","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"Association Nationale de la Recherche et de la Technologie","keywords":"Flame front; Premixed flame; Hydrogen; Materials science; Front (military); Combustion; Chemistry; Combustor; Physics; Physical chemistry; Organic chemistry; Meteorology","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":[0.000245323,0.0001341527,0.0002800014,0.0002834643,0.00001775214,0.00002204457,0.0000586915,0.00008301664,0.000007291173],"category_scores_gemma":[0.0001233833,0.0001299167,0.00007564523,0.0001819367,0.0000186811,0.0001577359,0.00001541617,0.0001208375,1.000318e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007916176,"about_ca_system_score_gemma":0.00004474919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004050663,"about_ca_topic_score_gemma":0.000015153,"domain_scores_codex":[0.9991448,0.00001090152,0.0005244154,0.00007761562,0.00009909703,0.0001431913],"domain_scores_gemma":[0.9995492,0.00007944676,0.0001047161,0.00008608882,0.000129137,0.0000514697],"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":[0.00004794785,0.00001134493,0.003787841,0.0003532202,0.00007154961,0.000002451971,0.0004255915,0.9146172,0.07967192,0.0005139542,0.00006599851,0.0004309532],"study_design_scores_gemma":[0.001084694,0.00006884652,0.005526846,0.0004852331,0.00005862208,0.00001615801,0.00005434862,0.9791564,0.01233782,0.0003003612,0.0007618179,0.0001488437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341368,0.001036691,0.06408206,0.0000570631,0.0004785187,0.0001540003,0.0000057924,0.00002678984,0.00002226087],"genre_scores_gemma":[0.995475,0.0001558864,0.004257143,0.000009374978,0.0000503364,0.000003598521,0.000005126903,0.00002106408,0.0000224882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06733409,"threshold_uncertainty_score":0.5297847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007511414930923816,"score_gpt":0.2116779157678027,"score_spread":0.2041665008368789,"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."}}