{"id":"W2322803622","doi":"10.2514/6.2012-3217","title":"N+2 Low Boom Wind Tunnel Model Design and Validation","year":2012,"lang":"en","type":"article","venue":"30th AIAA Applied Aerodynamics Conference","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Boom; Wind tunnel; Marine engineering; Computer science; Engineering; Aerospace engineering; Environmental science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001635187,0.0002323472,0.0001840735,0.0001126897,0.0001333748,0.000106198,0.0001285834,0.0001267775,0.00005217425],"category_scores_gemma":[0.00001169749,0.0002532668,0.00003177061,0.000136917,0.00005023273,0.0003882955,0.0000432111,0.0002302021,0.00006742441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009348484,"about_ca_system_score_gemma":0.00003037307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004469527,"about_ca_topic_score_gemma":0.000007738256,"domain_scores_codex":[0.998992,0.00001563093,0.0002648876,0.0002077051,0.0001411501,0.0003786582],"domain_scores_gemma":[0.9993665,0.00008484634,0.00004218664,0.0002789113,0.00006385835,0.0001637443],"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":[0.000007614019,0.00003558534,0.00009435837,0.00002368539,0.00002155348,1.586429e-7,0.0003003212,0.9079512,0.02966803,0.05996197,0.0001015011,0.001834052],"study_design_scores_gemma":[0.0002267882,0.000009669348,0.001182331,0.0000155417,0.00002395825,0.000003833789,0.00005107943,0.9950875,0.0007935489,0.002246848,0.00007414854,0.0002847187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2905748,0.00003052015,0.7018863,0.00001871703,0.000188046,0.0002557635,0.0000211149,0.0001952785,0.006829404],"genre_scores_gemma":[0.9762295,0.00009237169,0.0232238,0.00003838574,0.00005908263,0.00003819918,0.00008751604,0.00004679017,0.0001842883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6856547,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992477497025454,"score_gpt":0.2206274683307202,"score_spread":0.2007026933604657,"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."}}