{"id":"W7116973783","doi":"10.2514/1.c038496","title":"Experimental Test Campaign for Stall Characterization on a Generic Variable Sweep Wing","year":2025,"lang":"en","type":"article","venue":"Journal of Aircraft","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Stall (fluid mechanics); Aerodynamics; Wing; Angle of attack; Wind tunnel; Swept wing; Computational fluid dynamics; Control theory (sociology)","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":[0.0001770502,0.0001102266,0.0001797036,0.000160308,0.00005542862,0.00004021426,0.0001129432,0.00007454117,0.00008604462],"category_scores_gemma":[0.00003049115,0.00009441745,0.00007623054,0.0001596392,0.000006951118,0.0001176393,0.00001231121,0.0001089733,0.000005911201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008218169,"about_ca_system_score_gemma":0.00003455097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.672194e-7,"about_ca_topic_score_gemma":9.657006e-8,"domain_scores_codex":[0.9993407,0.00001207651,0.0003060014,0.00007382227,0.0001215875,0.0001458802],"domain_scores_gemma":[0.9996548,0.00006644257,0.00007420161,0.00008819153,0.00006398778,0.00005234691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004039921,0.00006021414,0.00001559386,0.000042978,0.00003482001,0.00000309096,0.00009940135,0.0006137656,0.994356,0.0003266399,0.001713987,0.002693109],"study_design_scores_gemma":[0.0008493267,0.0004478751,0.0002747811,0.0001495799,0.00003342143,0.00001250964,0.0000720809,0.01100098,0.9610624,0.0004110416,0.025556,0.0001300595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4875872,0.0005619273,0.5044243,0.0005015245,0.003971783,0.0005602168,0.00002889025,0.0001174193,0.002246812],"genre_scores_gemma":[0.9808035,0.00003002764,0.01760603,0.0003398496,0.0003547741,0.0000182615,0.00001077466,0.00003095735,0.0008057903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4932164,"threshold_uncertainty_score":0.3850232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020643419420851,"score_gpt":0.2268479685422878,"score_spread":0.2166415343480793,"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."}}