{"id":"W4399149673","doi":"10.47176/jafm.17.8.2490","title":"Numerical Analysis of the Kline and Fogleman Airfoil's Effect on the Operation of Straight Darrieus Wind Turbine","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Fluid Mechanics","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Airfoil; Turbine; Marine engineering; Aerospace engineering; Structural engineering; Geology; Engineering","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":[0.0002998004,0.0003148288,0.0003431941,0.0003250458,0.0003930276,0.0004563209,0.0002771732,0.000486398,0.0008940413],"category_scores_gemma":[0.001251533,0.0001416371,0.0003339846,0.0002439228,0.0004352925,0.000228474,0.0002411806,0.0002184323,0.0001275158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339801,"about_ca_system_score_gemma":0.0003930462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004969818,"about_ca_topic_score_gemma":0.003626391,"domain_scores_codex":[0.9998287,0.00002859763,0.000009183762,0.00001521629,0.00007180098,0.00004653636],"domain_scores_gemma":[0.9995306,0.0001903121,0.0001072127,0.00003495136,0.0001025516,0.00003441992],"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":[0.0008236245,0.0002069484,0.009350145,0.0002915164,0.00004743116,0.0008570579,0.000313591,0.8299143,0.1243686,0.00277409,0.0008982507,0.03015443],"study_design_scores_gemma":[0.00003338735,0.0004433768,0.007815593,0.00002435981,0.00002953026,0.0001315879,0.0001249263,0.9656495,0.02425129,0.0001782862,0.001288162,0.00003007624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859884,0.0002742936,0.007507118,0.00007300194,0.00003876438,0.0000250938,0.0000645673,0.00008045705,0.005948198],"genre_scores_gemma":[0.9957641,0.00006908252,0.003494682,0.000009299149,0.000002518947,0.000009940622,0.00003002443,0.000009511177,0.0006108977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004969818,"threshold_uncertainty_score":0.009881735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005765398087974868,"score_gpt":0.2120711023984395,"score_spread":0.2063057043104646,"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."}}