{"id":"W4404826360","doi":"10.1017/jfm.2024.999","title":"Wake dynamics of wind turbines in unsteady streamwise flow conditions","year":2024,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Andlinger Center for Energy and the Environment, Princeton University; National Science Foundation","keywords":"Wake; Mechanics; Physics; Dynamics (music); Flow (mathematics); Acoustics","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":[0.0001227118,0.0001132752,0.0001647536,0.000215136,0.0002550108,0.0002517399,0.0001085063,0.0001742371,0.0005368952],"category_scores_gemma":[0.0004079449,0.0001497203,0.0001301315,0.00007040631,0.0003580502,0.000291447,0.0002855354,0.000248474,0.0001189244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292069,"about_ca_system_score_gemma":0.0002223336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000793846,"about_ca_topic_score_gemma":0.001045086,"domain_scores_codex":[0.9999528,0.000007202219,0.00000323652,0.000006600562,0.0000169795,0.00001320881],"domain_scores_gemma":[0.9998709,0.00003209517,0.00003060282,0.00001236129,0.00003229841,0.00002166347],"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":[0.0005564011,0.000378249,0.07290676,0.0001100193,0.00005523705,0.002146621,0.001165535,0.2543499,0.6224505,0.008956942,0.001001816,0.0359219],"study_design_scores_gemma":[0.0000423385,0.0005485479,0.08296104,0.00001683557,0.00001192603,0.0002777534,0.0003671311,0.8658862,0.04542127,0.003234664,0.001181641,0.00005079748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930642,0.00003038032,0.006065123,0.00001696659,0.00000614903,0.000009755747,0.00002464879,0.00003963169,0.0007431856],"genre_scores_gemma":[0.9975229,0.00002733533,0.001948101,0.000007473661,0.000002559561,0.000009420441,0.00005480714,0.000007785146,0.0004195996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000793846,"threshold_uncertainty_score":0.001796067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007713857184396477,"score_gpt":0.2291329042973719,"score_spread":0.2214190471129754,"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."}}