{"id":"W2002565369","doi":"10.1115/imece2007-41346","title":"Aerodynamic Factors Affecting Performance of Straight-Bladed Vertical Axis Wind Turbines","year":2007,"lang":"en","type":"article","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Stall (fluid mechanics); Aerodynamics; Wake; Angle of attack; Cascade; Wind power; Mechanics; Curvature; Wind tunnel; Control theory (sociology); Vertical axis; Aerospace engineering; Computer science; Engineering; Physics; Mathematics; Geometry","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":[0.0001811904,0.0001182137,0.0001364126,0.0001038835,0.00003695528,0.00001094421,0.00009920017,0.00006418988,0.0002367245],"category_scores_gemma":[0.00002933475,0.00009217511,0.00003817328,0.0001844766,0.00003026767,0.0001047635,0.0000257572,0.0001306415,0.0000170392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005537062,"about_ca_system_score_gemma":0.00001788073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002067343,"about_ca_topic_score_gemma":0.00005843237,"domain_scores_codex":[0.9990835,0.000005928275,0.0001997112,0.0001048282,0.0002217878,0.0003842923],"domain_scores_gemma":[0.9996404,0.00008608477,0.000006864951,0.0001114524,0.00002877017,0.0001263957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002011287,0.0002087112,0.368241,0.0009267581,0.0004489681,0.00004463929,0.002524244,0.06769268,0.5274253,0.0007511143,0.001267006,0.03026843],"study_design_scores_gemma":[0.0002181461,0.00007119106,0.7013631,0.0000246463,0.00000307935,0.000002489674,0.0001588872,0.009746589,0.2881564,0.000004820443,0.0000953809,0.0001552943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823071,0.00003012893,0.000786302,0.000005260346,0.0001417929,0.00005381267,7.367017e-7,0.0001354365,0.0165394],"genre_scores_gemma":[0.9990149,0.00001127801,0.0006715244,0.000003865756,0.00003869448,5.43826e-7,0.000005731711,0.00001602306,0.0002374042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3331221,"threshold_uncertainty_score":0.3758792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002726892677425,"score_gpt":0.218843955634421,"score_spread":0.2088166867076467,"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."}}