{"id":"W2116748557","doi":"10.1243/09544100jaero799","title":"Stability derivatives for a delta-wing X-31 aircraft validated using wind tunnel test data","year":2011,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Aerodynamics; Wind tunnel; Stability derivatives; Wing; Aerospace engineering; Longitudinal static stability; Airplane; Stability (learning theory); Engineering; Flight test; Structural engineering; Computer 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":[0.0003170671,0.0002434219,0.0002417956,0.00008380536,0.0001422417,0.00006895471,0.0004152972,0.00008539305,0.00003644173],"category_scores_gemma":[0.0002888742,0.0002598022,0.00006364039,0.0002606288,0.00005210454,0.0003957102,0.0002073826,0.0001504734,0.000009191052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235954,"about_ca_system_score_gemma":0.00007140101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007017852,"about_ca_topic_score_gemma":0.0002513316,"domain_scores_codex":[0.9987506,0.00002226252,0.0002911921,0.0004076873,0.0001641163,0.0003641243],"domain_scores_gemma":[0.9987687,0.0003435686,0.00005077364,0.000608717,0.0001213916,0.0001068513],"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":[0.0001886623,0.0008187396,0.05079703,0.0008757021,0.0007378507,0.00004739749,0.01165657,0.6789972,0.243784,0.00595144,0.001783717,0.004361756],"study_design_scores_gemma":[0.0003592389,0.0000299216,0.02036271,0.00004275249,0.00003738275,0.000005390018,0.0002116092,0.976917,0.0006309055,0.00066396,0.0004177574,0.0003213452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7699724,0.00007192304,0.2284416,0.0000541794,0.0002417238,0.0003037104,0.0005206171,0.0002043593,0.0001894234],"genre_scores_gemma":[0.9414949,0.000007939351,0.05791475,0.0000269159,0.00008433299,0.000006942979,0.0003667001,0.00006348332,0.00003408136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2979199,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673430485265887,"score_gpt":0.2652632192299417,"score_spread":0.2085289143772828,"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."}}