{"id":"W3021661368","doi":"10.5194/wes-2020-76","title":"Numerical and Experimental Simulation of Extreme Operational Conditions for Horizontal Axis Wind Turbines Based on the IEC Standard","year":2020,"lang":"en","type":"article","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Western University","funders":"","keywords":"Turbine; Wind power; Marine engineering; Inlet; Wind tunnel; Vertical axis wind turbine; Computational fluid dynamics; Engineering; Aerospace engineering; Mechanical engineering; Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003894845,0.00006500772,0.00007322786,0.00001948046,0.00006451516,0.00002080217,0.00003603995,0.00002051831,0.0003917114],"category_scores_gemma":[0.00003386411,0.00004491967,0.00002413999,0.00005492445,0.00002440781,0.00005454927,0.00000755952,0.00003602711,0.000002912362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002441729,"about_ca_system_score_gemma":0.00003005682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003684005,"about_ca_topic_score_gemma":0.000001016481,"domain_scores_codex":[0.9995639,0.000009331988,0.0001004933,0.00008092068,0.0001573279,0.00008805381],"domain_scores_gemma":[0.9997209,0.0001341093,0.000006428023,0.00004121513,0.00003232327,0.00006503938],"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":[0.0001325958,0.0000223575,0.0001783954,0.00001542808,0.0000239264,6.395243e-7,0.0001919748,0.9783735,0.0161242,0.001246448,0.003479256,0.0002112676],"study_design_scores_gemma":[0.0004908366,0.0002470949,0.000675011,0.000005219216,0.000001637462,1.908601e-7,0.0001211514,0.9395812,0.05670974,0.00002745073,0.002074114,0.00006640485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671033,0.00009038082,0.1250669,0.002746184,0.00009401463,0.0005391443,0.0002188753,0.000116014,0.004025206],"genre_scores_gemma":[0.9985079,7.645407e-7,0.001149343,0.0001687719,0.0000559722,0.00002682266,0.0000650909,0.000008441051,0.00001688813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314046,"threshold_uncertainty_score":0.4288965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741637494308789,"score_gpt":0.267939111161964,"score_spread":0.2305227362188761,"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."}}