{"id":"W2012089464","doi":"10.2514/1.21367","title":"Transient and Limit Cycle Simulation of a Nonlinear Aeroelastic System","year":2007,"lang":"en","type":"article","venue":"Journal of Aircraft","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aeroelasticity; Transient (computer programming); Nonlinear system; Transient response; Mechanics; Limit cycle; Wing; Steady state (chemistry); Wind tunnel; Aerodynamics; Limit (mathematics); Flutter; Aerodynamic force; Physics; Degrees of freedom (physics and chemistry); Control theory (sociology); Structural engineering; Mathematics; Engineering; Computer science; Mathematical analysis","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":[0.0002630762,0.0001845449,0.0003032032,0.0002404046,0.0002601912,0.0003301238,0.0004698963,0.0005473472,0.002239136],"category_scores_gemma":[0.001228777,0.0001500533,0.0002438763,0.0001780686,0.0006467957,0.0003688096,0.0003587841,0.0003147634,0.0001424274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005047777,"about_ca_system_score_gemma":0.000368163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005025244,"about_ca_topic_score_gemma":0.001801885,"domain_scores_codex":[0.9998964,0.00002029456,0.00000562207,0.00001471119,0.0000396887,0.00002328808],"domain_scores_gemma":[0.999687,0.0001812189,0.00002841271,0.00003191268,0.000046904,0.00002466275],"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":[0.0001207503,0.00007721389,0.00164881,0.00004407994,0.00001183877,0.000124261,0.000132082,0.9829983,0.009673235,0.002650729,0.000142663,0.002376109],"study_design_scores_gemma":[0.000006534961,0.00002638137,0.0003034389,0.000001479747,0.000001307157,0.000006943618,0.0000120495,0.9984591,0.0009136498,0.0001996022,0.00006729912,0.000002262725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570022,0.00003952285,0.03567054,0.00006986875,0.00001027865,0.00003533604,0.0001406397,0.0002369513,0.006794705],"genre_scores_gemma":[0.9975943,0.00001317919,0.001544778,0.0000057128,8.436696e-7,0.00003065382,0.00005001935,0.000008475821,0.0007520349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005025244,"threshold_uncertainty_score":0.009992003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006998151187611366,"score_gpt":0.2156079151152724,"score_spread":0.208609763927661,"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."}}