{"id":"W4210396534","doi":"10.1115/imece2021-71173","title":"Bell 412 Full Flight Envelope Aircraft Simulation Model Development and Evaluation With Nonlinear Equations of Motion","year":2021,"lang":"en","type":"article","venue":"","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Nonlinear system; Flight envelope; Trim; Equations of motion; Envelope (radar); Control theory (sociology); Stability derivatives; Flight simulator; Flight dynamics; Aircraft flight mechanics; Perturbation (astronomy); Aerospace engineering; System identification; Engineering; Computer science; Aerodynamics; Data modeling; Physics; Classical mechanics; Control (management); Structural 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112671,0.00008157178,0.0000962188,0.0000695042,0.00004585518,0.000008820892,0.00002757558,0.00007704158,0.00005802655],"category_scores_gemma":[0.00002930214,0.00007657083,0.00001048107,0.0001859611,0.00001464814,0.00013287,0.00001621865,0.00005386456,0.000009959252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005086354,"about_ca_system_score_gemma":0.00006914137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000131762,"about_ca_topic_score_gemma":0.00008942768,"domain_scores_codex":[0.9994176,0.00001057878,0.0001851433,0.000121265,0.0001773352,0.00008806064],"domain_scores_gemma":[0.9995822,0.00002925795,0.0000340932,0.0001115471,0.0002198523,0.00002303005],"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":[0.000002538816,0.00001884894,0.0002962921,0.00002133946,0.00001900571,2.549178e-7,0.0003279957,0.9745223,0.006965211,0.0006839135,0.00001304361,0.01712926],"study_design_scores_gemma":[0.000299983,0.00001295124,0.0008248266,0.00001246935,0.00002010832,8.468265e-7,0.00009120454,0.9206342,0.0776336,0.0002030644,0.0001779325,0.00008880289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3730831,0.00007032866,0.6260142,0.0001112819,0.00001589642,0.00009950157,0.000001808539,0.00009460532,0.000509256],"genre_scores_gemma":[0.9119947,0.00001571841,0.0876594,0.00001446822,0.000008859314,0.00001522455,0.00008052879,0.00001158847,0.0001994955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5389116,"threshold_uncertainty_score":0.3122468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193647615282601,"score_gpt":0.2435971506213258,"score_spread":0.2216606744684998,"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."}}