{"id":"W2046742935","doi":"10.1016/j.ast.2013.12.007","title":"Rapid supersonic performance estimation for a novel RBCC engine inlet","year":2013,"lang":"en","type":"article","venue":"Aerospace Science and Technology","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Supersonic speed; Inlet; Aerospace engineering; Computer science; Environmental science; Engineering; Mechanical 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":[0.0001254916,0.00009248532,0.00009193385,0.0002250765,0.0001496083,0.0000561943,0.0001706061,0.00006599074,0.000004969745],"category_scores_gemma":[0.00006293706,0.00008922511,0.00001109855,0.0007185625,0.0002535122,0.0003188638,0.00004631061,0.00008608666,0.00001258957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005649773,"about_ca_system_score_gemma":0.0000395196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003989367,"about_ca_topic_score_gemma":0.000003772381,"domain_scores_codex":[0.9993511,7.085249e-7,0.00009405687,0.0001770827,0.0001172912,0.00025972],"domain_scores_gemma":[0.9996291,0.00002773037,0.00001343821,0.0001275961,0.0001613295,0.00004079608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003555567,0.00004444568,0.002574372,0.0001399434,0.00002495381,5.313967e-7,0.000352071,0.08377817,0.2789538,0.07741416,0.0005236113,0.5561904],"study_design_scores_gemma":[0.0001971348,0.00005246889,0.003042705,0.000009968436,0.000002864134,0.00001209687,0.0000621133,0.9934002,0.001879729,0.0009786559,0.0002509579,0.0001110965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928302,0.0001540111,0.06959639,0.001294007,0.0001287574,0.0002127359,0.000004436597,0.0002277197,0.00007998],"genre_scores_gemma":[0.9714592,0.0000841499,0.02829449,0.00003285622,0.00001042416,0.00006666686,0.000004599251,0.000009982115,0.00003767046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.909622,"threshold_uncertainty_score":0.3638495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00488343691097042,"score_gpt":0.1892027785833067,"score_spread":0.1843193416723363,"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."}}