{"id":"W4298958707","doi":"","title":"Conjugate Heat Transfer modeling in a kerosene/air spray flame impacting a plate Towards modeling of fire resistance on helicopter crankcases","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Kerosene; Heat transfer; Conjugate; Materials science; Aerospace engineering; Environmental science; Mechanics; Engineering; Physics; Thermodynamics","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":[0.0002869917,0.0006400564,0.0006095187,0.0003460947,0.0005459568,0.00105333,0.0007401688,0.001217942,0.001634002],"category_scores_gemma":[0.0009027786,0.000359827,0.0007098702,0.000218967,0.001079164,0.0006507523,0.0007811367,0.0007763854,0.0002172267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735583,"about_ca_system_score_gemma":0.0008275858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236231,"about_ca_topic_score_gemma":0.003922401,"domain_scores_codex":[0.9998876,0.00003013428,0.000004335582,0.00002308299,0.00003050322,0.00002439624],"domain_scores_gemma":[0.9997692,0.0001017659,0.00002618233,0.00002270025,0.00005039798,0.00002977541],"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":[0.00004860604,0.00004392472,0.0006602381,0.00001884252,0.000008621552,0.0001237952,0.00006180817,0.9876618,0.006915626,0.002753687,0.00008065112,0.001622257],"study_design_scores_gemma":[0.000004228298,0.00001163407,0.0001385715,9.548278e-7,0.000001605456,0.000005449359,0.000008958456,0.9986083,0.0009782754,0.0001768446,0.00006301638,0.00000223187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8054816,0.0002319418,0.1769245,0.0002609919,0.00007996721,0.0001357135,0.00008000084,0.0002563631,0.0165489],"genre_scores_gemma":[0.9926808,0.00006167787,0.003197175,0.00001784333,0.000009423646,0.00002000257,0.00001723116,0.00003859312,0.00395724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236231,"threshold_uncertainty_score":0.02458072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889770805459642,"score_gpt":0.2525339909573853,"score_spread":0.2236362829027889,"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."}}