{"id":"W4405796765","doi":"10.2514/1.c037797","title":"Fire Reaction of Carbon Epoxy Composite Laminates at Small and Large Scales","year":2024,"lang":"en","type":"article","venue":"Journal of Aircraft","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Combustor; Kerosene; Epoxy; Composite number; Materials science; Composite material; Combustion; Structural engineering; Nuclear engineering; Forensic engineering; Engineering","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":[0.0002400875,0.00006777201,0.0001504014,0.00009821817,0.00002188717,0.00002102648,0.00005990524,0.00005323232,0.00000530003],"category_scores_gemma":[0.00001055505,0.00005698362,0.00006133635,0.00009198928,0.00002222396,0.00006563593,0.00003034561,0.0002086129,0.000001674584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006542624,"about_ca_system_score_gemma":0.00001112844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001285692,"about_ca_topic_score_gemma":0.00004295336,"domain_scores_codex":[0.9994435,0.00001435295,0.0002240025,0.000053382,0.0001441535,0.0001205534],"domain_scores_gemma":[0.9997301,0.00007170402,0.00003008204,0.00005897833,0.00005592638,0.00005325588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001375195,0.0001190027,0.02978083,0.00242156,0.0005638409,0.000637296,0.001449189,0.003245486,0.9060566,0.0004686243,0.001571972,0.05354802],"study_design_scores_gemma":[0.0007576675,0.0003977928,0.1893317,0.001067113,0.0000895062,0.0008624266,0.000151125,0.7750156,0.01759902,0.000585411,0.01385796,0.0002847216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926116,0.005960986,0.0001253954,0.0002557984,0.0002410792,0.00002977947,0.000009596528,0.00002049065,0.0007452182],"genre_scores_gemma":[0.9981977,0.001298891,0.0002029085,0.000003078334,0.00007403562,3.879691e-7,0.000002148893,0.00001616437,0.0002046883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8884577,"threshold_uncertainty_score":0.2323725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007201813356219873,"score_gpt":0.2259443857554722,"score_spread":0.2187425723992523,"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."}}