{"id":"W3175791070","doi":"","title":"Modeling of conjugate heat transfer in a kerosene/air spray flame used for aeronautical fire resistance tests","year":2017,"lang":"en","type":"article","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; Environmental science; Meteorology; Aeronautics; Forensic engineering; Waste management; Engineering; Mechanics; Chemistry; Geography","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":[0.000369108,0.000591857,0.0006224067,0.0003458165,0.0007180897,0.0008585639,0.0007003049,0.001093609,0.00171682],"category_scores_gemma":[0.0009265777,0.0003221901,0.0007465243,0.0002160485,0.0009028582,0.0008105588,0.0004965651,0.0006314974,0.0001850053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009250243,"about_ca_system_score_gemma":0.001089052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187962,"about_ca_topic_score_gemma":0.003923985,"domain_scores_codex":[0.9998815,0.0000278799,0.000005769079,0.00002164607,0.00003989698,0.00002334043],"domain_scores_gemma":[0.9995825,0.0002611041,0.00003518931,0.00002437864,0.00007026704,0.00002660815],"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":[0.0002360364,0.000101343,0.001750109,0.00006109344,0.00001429499,0.0002062362,0.0001156743,0.9579322,0.03401614,0.002576211,0.0001223006,0.002868433],"study_design_scores_gemma":[0.00001480033,0.00003854684,0.0003379166,0.000001597731,0.000003543988,0.00001229868,0.00001077054,0.9926569,0.006702133,0.0001370848,0.0000791279,0.000005269404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138425,0.0001640048,0.07560062,0.0001728152,0.00005146303,0.0001251949,0.0001147454,0.0002695226,0.00965929],"genre_scores_gemma":[0.9951782,0.00004922009,0.002394641,0.000009784415,0.000004734291,0.00002366254,0.00002122679,0.0000338086,0.002284697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01187962,"threshold_uncertainty_score":0.02362096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684192305629972,"score_gpt":0.2452456985196094,"score_spread":0.2284037754633097,"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."}}