{"id":"W4392141504","doi":"","title":"Efficiency of high-order strong discontinuous spectral methods in combustion","year":2022,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Combustion; Order (exchange); Computer science; Environmental science; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002585797,0.0001274424,0.0002005152,0.0001993665,0.0001338297,0.00003694428,0.0004058201,0.00004251525,0.0002808787],"category_scores_gemma":[0.0002375034,0.0001519716,0.00006548705,0.0007304919,0.00007657319,0.00008342884,0.00019719,0.0003293113,0.000003696653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344461,"about_ca_system_score_gemma":0.00003993728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004410215,"about_ca_topic_score_gemma":0.0006771695,"domain_scores_codex":[0.9972553,0.001747955,0.0003531994,0.0002123184,0.0002089216,0.0002223351],"domain_scores_gemma":[0.9986429,0.0004348441,0.00009559016,0.0005520675,0.0002202993,0.00005433791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000278912,0.001406147,0.007524024,0.0001691894,0.00007268944,0.00001012556,0.01316902,0.2907181,0.04581037,0.4366778,0.000363364,0.2040513],"study_design_scores_gemma":[0.001139784,0.000001487869,0.0215039,0.0001479424,0.00002274751,0.00001165255,0.0008806047,0.9391546,0.03216894,0.001730455,0.002846141,0.0003917326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4400388,0.0002335102,0.5481438,0.0005664662,0.0001983769,0.0001591937,0.00002389442,0.0001477577,0.01048822],"genre_scores_gemma":[0.9421303,0.00003946039,0.05658806,0.000009461794,0.000004568153,0.00002476,0.00009473685,0.00002385777,0.001084824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6484365,"threshold_uncertainty_score":0.6197224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007970658774052031,"score_gpt":0.2325176229428036,"score_spread":0.2245469641687516,"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."}}