{"id":"W4317584219","doi":"10.2514/6.2023-1228","title":"Validation and Verification of reactingPimpleCentralFOAM for Ejector Ramjet Applications","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Laminar flow; Mechanics; Computational fluid dynamics; Turbulence; Combustion; Combustor; Flame speed; Ramjet; Laminar flame speed; Jet (fluid); Mixing (physics); Aerospace engineering; Materials science; Simulation; Premixed flame; Chemistry; Computer science; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001917395,0.0009023795,0.0005023485,0.0006874216,0.0007116388,0.001082823,0.002478864,0.0009382514,0.004636541],"category_scores_gemma":[0.003642541,0.0004100247,0.0007756367,0.0003200965,0.0005958345,0.0008666744,0.0009200913,0.001131667,0.001159236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007658365,"about_ca_system_score_gemma":0.001388561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006579485,"about_ca_topic_score_gemma":0.003408378,"domain_scores_codex":[0.9993211,0.00006689394,0.00004424452,0.00006357815,0.0003966285,0.0001076098],"domain_scores_gemma":[0.9986641,0.0004175042,0.00008439714,0.0002174337,0.0005202352,0.00009624651],"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":[0.002783107,0.001311463,0.02146908,0.001306469,0.0001900535,0.001273018,0.0005954186,0.6264957,0.1578352,0.01094776,0.02131418,0.1544786],"study_design_scores_gemma":[0.0002828088,0.0006118023,0.003997797,0.0001327999,0.00004127541,0.0001627503,0.00008902719,0.8201446,0.1531394,0.0005815238,0.02072423,0.00009199577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8066903,0.0008807674,0.1329774,0.0005741334,0.0007495885,0.0008083294,0.003787491,0.02339524,0.03013675],"genre_scores_gemma":[0.9057448,0.0003034537,0.08135498,0.0001346185,0.00002951327,0.0004202751,0.00426869,0.001506739,0.006236974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006579485,"threshold_uncertainty_score":0.0155108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207523501029849,"score_gpt":0.2440333697486899,"score_spread":0.2319581347383914,"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."}}