{"id":"W2569674968","doi":"10.2514/6.2017-1549","title":"Development of Post-stall Flight Models from Certification Flight Test and Wind-tunnel Data","year":2017,"lang":"en","type":"article","venue":"AIAA Modeling and Simulation Technologies Conference","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Wind tunnel; Aeronautics; Stall (fluid mechanics); Certification; Flight test; Aerospace engineering; Flight simulator; Computer science; 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":[0.0006581377,0.000782445,0.0004722092,0.0008611965,0.0005440874,0.0006939235,0.001542055,0.0007738266,0.002604991],"category_scores_gemma":[0.001930415,0.0007749101,0.0007824685,0.0005313901,0.0002354679,0.0008576739,0.0004130489,0.0008311567,0.001007873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009106814,"about_ca_system_score_gemma":0.001745364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04153037,"about_ca_topic_score_gemma":0.03273704,"domain_scores_codex":[0.9998164,0.00003071507,0.00001734415,0.00003809276,0.00007043883,0.00002697377],"domain_scores_gemma":[0.9991819,0.0002379203,0.0000803094,0.00009025821,0.0003682768,0.00004127737],"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":[0.00003475608,0.00007392332,0.003646752,0.00003464704,0.00002575857,0.00004960148,0.0000269559,0.983568,0.001991264,0.0004129207,0.000938591,0.009196959],"study_design_scores_gemma":[0.000009951053,0.0000183958,0.001395917,0.000005459538,0.000008603898,0.000009962191,0.00001198346,0.9964992,0.001388303,0.0001709101,0.000472342,0.000008973846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5817041,0.0001969195,0.3829722,0.0003824279,0.0001451365,0.000799535,0.0113345,0.008866274,0.01359885],"genre_scores_gemma":[0.9196271,0.0001200557,0.0689204,0.00004893529,0.00001379328,0.0003969764,0.007025337,0.0006869179,0.003160464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04153037,"threshold_uncertainty_score":0.08257729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09852501052659553,"score_gpt":0.2738975747588451,"score_spread":0.1753725642322496,"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."}}