{"id":"W1936333376","doi":"10.3390/en81010684","title":"A New Approach for Modeling Darrieus-Type Vertical Axis Wind Turbine Rotors Using Electrical Equivalent Circuit Analogy: Basis of Theoretical Formulations and Model Development","year":2015,"lang":"en","type":"article","venue":"Energies","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université du Québec à Chicoutimi","funders":"","keywords":"Aerodynamics; Turbine; Engineering; Electrical network; Development (topology); Analogy; Wind tunnel; Engineering design process; Wind power; Mechanical engineering; Process (computing); Equivalent circuit; Underpinning; Control engineering; Computer science; Aerospace engineering; Electrical engineering; Mathematics; Voltage","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002526856,0.0001737021,0.000256479,0.0001699806,0.00007655408,0.00003228511,0.0001235175,0.0001082898,0.00001199947],"category_scores_gemma":[0.0001432994,0.0001561798,0.00004490954,0.0002327751,0.00005645406,0.0001220222,0.00007665482,0.0001103991,7.765688e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603785,"about_ca_system_score_gemma":0.0004433718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001749726,"about_ca_topic_score_gemma":0.000002431826,"domain_scores_codex":[0.9987078,0.00001773211,0.0003192943,0.0002189916,0.0003163856,0.0004198127],"domain_scores_gemma":[0.999333,0.00005709189,0.00001256393,0.000148076,0.0001211877,0.0003281291],"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":[0.00006733761,0.0000242741,0.0001472617,0.00003682714,0.0000798848,6.805129e-7,0.0005650587,0.9680455,0.001600234,0.0271392,0.0001643334,0.00212942],"study_design_scores_gemma":[0.0005250658,0.00004592222,0.00005414864,0.00001465548,0.00002179427,0.00000407262,0.00006469193,0.9862046,0.006891376,0.0059153,0.00007157832,0.0001867859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4626987,0.0002147179,0.5362896,0.0000113263,0.00003143631,0.000114958,0.000002025811,0.00004872743,0.0005885519],"genre_scores_gemma":[0.8392864,0.00001709005,0.1605331,0.000008433659,0.0000504598,0.00001726706,0.00002388564,0.00002758519,0.00003582678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3765877,"threshold_uncertainty_score":0.6368829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07059699010727181,"score_gpt":0.2812377562736481,"score_spread":0.2106407661663763,"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."}}