{"id":"W4416970857","doi":"10.1177/0309524x251405726","title":"A review of aeroelastic instabilities and resonance effects in wind turbine blade dynamics","year":2025,"lang":"en","type":"review","venue":"Wind Engineering","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aeroelasticity; Flutter; Timoshenko beam theory; Beam (structure); Aerodynamics; Turbine blade; Vibration; Turbine; Stiffness; Computational fluid dynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005022115,0.0009249538,0.001012052,0.001988592,0.0003698129,0.001186104,0.0006311334,0.0009480317,0.002999608],"category_scores_gemma":[0.001119689,0.0005287724,0.0007000536,0.003064091,0.0003304617,0.001714829,0.0004818123,0.0008578426,0.001268248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003800113,"about_ca_system_score_gemma":0.001117043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427469,"about_ca_topic_score_gemma":0.001561028,"domain_scores_codex":[0.9996717,0.00004725831,0.00006708891,0.00007402972,0.0001203768,0.00001957095],"domain_scores_gemma":[0.999233,0.0003849112,0.00009988955,0.00002347344,0.0002255675,0.00003305541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009617056,0.0001042305,0.001220638,0.03842818,0.0001730605,0.0003976078,0.0002492638,0.004272075,0.006027335,0.006903181,0.04728906,0.8948393],"study_design_scores_gemma":[0.0000112315,0.0002646817,0.004779545,0.01020775,0.000275162,0.001542456,0.0001703786,0.002311333,0.001644002,0.003921094,0.9747906,0.00008176244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007651445,0.9939168,0.002436185,0.0003224838,0.0007841444,0.00000750545,0.00006010515,0.00002923344,0.00167848],"genre_scores_gemma":[0.00417501,0.9915475,0.001492293,0.0002740694,0.001093022,0.00001093151,0.0001193423,0.00001345987,0.001274326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002999608,"threshold_uncertainty_score":0.01003468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007195686415458115,"score_gpt":0.2330251139120843,"score_spread":0.2258294274966262,"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."}}