{"id":"W4408658824","doi":"10.1016/j.jfluidstructs.2025.104304","title":"Exploring optimal spacing in parallel fully-passive flapping-foil hydrokinetic turbines","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Université de Strasbourg; Université Laval","keywords":"FOIL method; Flapping; Wind power; Acoustics; Materials science; Structural engineering; Marine engineering; Physics; Engineering; Electrical engineering; Wing; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003138303,0.0004217628,0.00050791,0.0002531853,0.0002599533,0.0004809448,0.0004958029,0.0006337049,0.001524252],"category_scores_gemma":[0.001450184,0.0003982846,0.0002237474,0.0001605088,0.0003950687,0.0007192563,0.000550461,0.0002751765,0.0001621806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178247,"about_ca_system_score_gemma":0.0004640014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005655174,"about_ca_topic_score_gemma":0.0007812358,"domain_scores_codex":[0.9999262,0.00001953395,0.000003126648,0.00001663864,0.00001730219,0.00001720354],"domain_scores_gemma":[0.9995255,0.0003019753,0.00006303327,0.00002016982,0.00004857593,0.00004067646],"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":[0.0001423583,0.00008036813,0.001000103,0.00006186645,0.00001194456,0.0001535542,0.00002765143,0.981846,0.006189059,0.00239666,0.000165901,0.007924454],"study_design_scores_gemma":[0.00001868293,0.0001024473,0.0002630612,0.000006003085,0.000005723553,0.00003322998,0.00003277453,0.9968277,0.001176269,0.001412188,0.0001179714,0.000003971518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7653217,0.0003523359,0.223354,0.0001652908,0.00005945025,0.00004758383,0.00007274361,0.0001369545,0.01049001],"genre_scores_gemma":[0.987287,0.00005369173,0.01200594,0.000009157818,0.000004901406,0.00001103883,0.00001660628,0.00001186313,0.0005996024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001524252,"threshold_uncertainty_score":0.005099118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984461945330077,"score_gpt":0.2207458353092346,"score_spread":0.2009012158559338,"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."}}