{"id":"W4417165771","doi":"10.1016/j.euromechflu.2025.204443","title":"Aerodynamic and aeroacoustic evaluation of slat and slot separation control on a small-scale HAWT: A computational study","year":2025,"lang":"en","type":"article","venue":"European Journal of Mechanics - B/Fluids","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Aerodynamics; Separation (statistics); Wind power; Inflow; Flow separation; Rotor (electric); Wind tunnel; Noise (video); Computational fluid dynamics; Flow (mathematics)","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":[0.0002227521,0.0003232787,0.0005603082,0.0002283359,0.0003446425,0.000541695,0.000386001,0.0006129167,0.001289279],"category_scores_gemma":[0.000616928,0.0001353249,0.0004477732,0.0002088564,0.0006246161,0.0002597039,0.000363436,0.0003915767,0.0001040038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024545,"about_ca_system_score_gemma":0.0003439176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004858254,"about_ca_topic_score_gemma":0.003071107,"domain_scores_codex":[0.9999079,0.00001837274,0.000004367862,0.0000162185,0.0000318701,0.00002136458],"domain_scores_gemma":[0.9996023,0.0002589462,0.00003895825,0.00002807088,0.0000461937,0.00002549322],"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":[0.0002272079,0.0001494966,0.00389168,0.0001080472,0.00002120982,0.0003381218,0.00005515982,0.9670638,0.01838279,0.0007962161,0.0003304008,0.008635969],"study_design_scores_gemma":[0.00002197638,0.0001726442,0.00153223,0.000004146405,0.000006341824,0.00002481488,0.00004636012,0.9947967,0.003045667,0.00009703908,0.0002451031,0.00000703622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831004,0.00009120337,0.01284138,0.00008059068,0.00002731724,0.00003448637,0.00009712456,0.00007395213,0.003653552],"genre_scores_gemma":[0.9960719,0.00004167848,0.003183706,0.00001188033,0.000004124741,0.00001931039,0.0000593385,0.00000831613,0.0005996132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004858254,"threshold_uncertainty_score":0.009659946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777655375080303,"score_gpt":0.2641645556703838,"score_spread":0.2463880019195808,"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."}}