{"id":"W4411573190","doi":"10.1007/978-3-031-95489-4_16","title":"Automatic Weight-Shift Aircraft Control with Experimental Fly-By-Wire Flights","year":2025,"lang":"en","type":"book-chapter","venue":"Mechanisms and machine science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Aeronautics; Aerospace engineering; Control (management); Computer science; Engineering; Automotive engineering; Marine engineering; Artificial intelligence","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":[0.0002327428,0.0003627358,0.0002095278,0.0001594494,0.0002652242,0.0003946908,0.0006814925,0.0003456547,0.00484626],"category_scores_gemma":[0.0004247196,0.0001868714,0.0001796619,0.0001872358,0.0005284187,0.0005419863,0.0003244702,0.0004538759,0.0005642989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396284,"about_ca_system_score_gemma":0.0001911143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008554416,"about_ca_topic_score_gemma":0.001359289,"domain_scores_codex":[0.9998431,0.00002427587,0.000005791127,0.00002459032,0.00009035946,0.00001186016],"domain_scores_gemma":[0.9998418,0.00005962509,0.00001376146,0.00004068203,0.00003875814,0.000005425616],"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":[0.001164126,0.0003410653,0.0006509374,0.0004251197,0.00004100486,0.00009646482,0.0002527218,0.09389503,0.5499657,0.04549456,0.003858744,0.3038145],"study_design_scores_gemma":[0.0001563466,0.001632541,0.003864526,0.00008375291,0.00004372645,0.0001875111,0.00007971131,0.6911637,0.2646638,0.01219814,0.02587117,0.00005505504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3265173,0.001079604,0.5850451,0.0002676285,0.0004100428,0.0001880335,0.0003122951,0.001467665,0.08471232],"genre_scores_gemma":[0.942732,0.0002742249,0.04253356,0.0000258464,0.00003341247,0.00008993156,0.0001296806,0.00006828713,0.01411308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00484626,"threshold_uncertainty_score":0.0162124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005053581003435457,"score_gpt":0.194612705810126,"score_spread":0.1895591248066906,"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."}}