{"id":"W4296229014","doi":"10.1007/978-3-031-00978-5_1","title":"Control of Unmanned Aerial Vehicle Using Vision System and Sensor Fusion for Wing Shape Deflection Measurement","year":2022,"lang":"en","type":"book-chapter","venue":"Studies in systems, decision and control","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Deflection (physics); Wind tunnel; Wing; Aerodynamics; Strain gauge; Ranging; Angle of attack; Sensor fusion","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":[0.002285344,0.0004111883,0.001252781,0.0003697679,0.0003041004,0.00003548302,0.00007534864,0.0002779108,0.000007762743],"category_scores_gemma":[0.0002178543,0.000382762,0.0001365938,0.00007091546,0.00006778551,0.0001077543,0.00005783021,0.0002963373,6.183253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006227855,"about_ca_system_score_gemma":0.0000234182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299103,"about_ca_topic_score_gemma":0.00001842017,"domain_scores_codex":[0.9973682,0.0001420197,0.001063898,0.0004497648,0.0007139641,0.000262215],"domain_scores_gemma":[0.9983753,0.0005783605,0.00033904,0.0002216811,0.0004139501,0.00007164948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01945039,0.0001362318,0.0004310062,0.01970427,0.005254456,0.0001013421,0.002954031,0.2149481,0.3862016,0.01452474,0.0008206964,0.3354732],"study_design_scores_gemma":[0.03384302,0.001676304,0.0001203191,0.0109212,0.001412124,0.0001301311,0.006302404,0.8720692,0.0005718741,0.001470832,0.0696021,0.001880423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03216849,0.1685558,0.7669193,0.00002977589,0.01644616,0.008940363,0.0002258092,0.0005167436,0.006197554],"genre_scores_gemma":[0.9964663,0.001188552,0.001432699,0.00001429821,0.0003885053,0.0001691501,0.000002193977,0.00008966605,0.0002485834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9642978,"threshold_uncertainty_score":0.9998624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09137212848940755,"score_gpt":0.3292456878140003,"score_spread":0.2378735593245928,"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."}}