{"id":"W2760135708","doi":"10.4271/2017-01-9287","title":"Reduced Convective Combustion Chamber Wall Heat Transfer Losses of Hydrogen-Fueled Engines by Vortex-Stratified Combustion - Part 2: Numerical Analyses","year":2017,"lang":"en","type":"article","venue":"SAE International Journal of Engines","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Combustion chamber; Combustion; Mechanics; Vortex; Convective heat transfer; Convection; Hydrogen; Materials science; Heat transfer; Thermodynamics; Environmental science; Chemistry; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001941478,0.0003429732,0.0003067892,0.000319403,0.0002285306,0.0005019741,0.000377254,0.000322861,0.000892077],"category_scores_gemma":[0.000448359,0.0001380287,0.0003944656,0.0002206741,0.0002922208,0.0002127388,0.0002226799,0.0002398746,0.0001157291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681721,"about_ca_system_score_gemma":0.000362176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004704149,"about_ca_topic_score_gemma":0.001921931,"domain_scores_codex":[0.9999516,0.000008801792,0.000003388701,0.000007135458,0.00001685073,0.00001230763],"domain_scores_gemma":[0.9998822,0.00005760614,0.00001945779,0.00001020437,0.00002312438,0.000007347809],"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":[0.0001749556,0.000115185,0.003658498,0.00008884133,0.00002145538,0.0001074458,0.00007950936,0.9376253,0.0465483,0.002459659,0.0002037327,0.008917047],"study_design_scores_gemma":[0.00001228536,0.00004449398,0.001110891,0.000004144387,0.000005597103,0.000009698756,0.00001406779,0.98519,0.01322219,0.0001789251,0.0002014934,0.00000621536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699592,0.0001700311,0.02495172,0.0000621155,0.00002311862,0.000039365,0.0001985586,0.0001386212,0.004457182],"genre_scores_gemma":[0.9947161,0.00006119606,0.00414512,0.000006031942,0.000002790042,0.00002056447,0.0000746816,0.000016517,0.0009568841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004704149,"threshold_uncertainty_score":0.009353518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932737367728993,"score_gpt":0.3123838676921664,"score_spread":0.2830564940148764,"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."}}