{"id":"W2785404896","doi":"10.1007/s10494-018-9965-8","title":"Modeling of Conjugate Heat Transfer in a Kerosene/Air Spray Flame used for Aeronautical Fire Resistance Tests","year":2018,"lang":"en","type":"article","venue":"Flow Turbulence and Combustion","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Combustor; Kerosene; Heat transfer; Nuclear engineering; Mechanical engineering; Heat flux; Convective heat transfer; Combustion; Engineering; Aerospace engineering; Environmental science; Materials science; Mechanics; Thermodynamics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342185,0.0005266309,0.0005827056,0.0003674137,0.0007747588,0.0007388988,0.0006309662,0.0008644974,0.001264662],"category_scores_gemma":[0.0007547569,0.0002670962,0.0006397622,0.0002208202,0.0008146329,0.000698712,0.0004612139,0.0005594472,0.0001268035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009655497,"about_ca_system_score_gemma":0.0009627815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611764,"about_ca_topic_score_gemma":0.004915933,"domain_scores_codex":[0.9998924,0.00002644467,0.000005779075,0.00001890943,0.00003466999,0.00002191906],"domain_scores_gemma":[0.9997049,0.0001748645,0.00002479469,0.00001978129,0.00005192323,0.00002362418],"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":[0.0004039716,0.0001479066,0.003044242,0.0000593962,0.00001995106,0.0002274658,0.000139048,0.9408324,0.04818739,0.003160771,0.0001374856,0.003639796],"study_design_scores_gemma":[0.00001871338,0.00004364345,0.0005236825,0.000001416335,0.00000406086,0.00001140009,0.00001160598,0.9907675,0.008429722,0.0001168106,0.00006521412,0.000006157035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641751,0.0001001886,0.03042321,0.00009763491,0.00002984278,0.00006266651,0.00007958681,0.0001844627,0.004847277],"genre_scores_gemma":[0.9974086,0.00003043334,0.001434649,0.00000580201,0.000002699928,0.00001271389,0.00001712906,0.00001837361,0.001069629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611764,"threshold_uncertainty_score":0.03204763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131146193548186,"score_gpt":0.2239391305293145,"score_spread":0.2126276685938326,"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."}}