{"id":"W4392694667","doi":"10.3390/aerospace11030220","title":"Modelling and Control of an Urban Air Mobility Vehicle Subject to Empirically-Developed Urban Airflow Disturbances","year":2024,"lang":"en","type":"article","venue":"Aerospace","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada); National Research Council Canada; Carleton University","funders":"","keywords":"Airflow; Subject (documents); Control (management); Environmental science; Computer science; Engineering; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448103,0.0004859012,0.000347752,0.0002308952,0.0003407516,0.000683086,0.000369461,0.0006637062,0.0008780555],"category_scores_gemma":[0.0004715087,0.0001964351,0.0003579175,0.00013653,0.0006125946,0.0002089377,0.0004810988,0.0003729762,0.0001457911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627681,"about_ca_system_score_gemma":0.0005995361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02071932,"about_ca_topic_score_gemma":0.009701762,"domain_scores_codex":[0.9998895,0.0000257974,0.000004752119,0.00002371039,0.0000284183,0.00002790619],"domain_scores_gemma":[0.9998183,0.0000712601,0.00004782183,0.00001053841,0.00004222762,0.000009928821],"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":[0.00003090699,0.00001023077,0.0004781903,0.00001915844,0.00000613147,0.00006861256,0.00003073593,0.9948817,0.002487145,0.0005799201,0.00005556335,0.001351635],"study_design_scores_gemma":[0.000004410098,0.00003253042,0.0003589363,0.000001700009,0.000002702967,0.000007732076,0.0000132277,0.9989506,0.000400226,0.00009717367,0.0001284961,0.000002216786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6266983,0.0002608268,0.3559383,0.0002616794,0.0000567787,0.0001556133,0.0002004444,0.0004362066,0.01599193],"genre_scores_gemma":[0.9971122,0.00004269496,0.001264759,0.000006591748,0.000002787382,0.00002870847,0.00002610072,0.000005880664,0.001510301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02071932,"threshold_uncertainty_score":0.04119742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278655390351274,"score_gpt":0.2563775218368601,"score_spread":0.2435909679333473,"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."}}