{"id":"W4321227337","doi":"10.3390/fluids8020070","title":"High Power Output Augmented Vertical Axis Wind Turbine","year":2023,"lang":"en","type":"article","venue":"Fluids","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Coquitlam College","funders":"","keywords":"Vertical axis wind turbine; Turbine; Marine engineering; Wind power; Shroud; Environmental science; Casing; Wind speed; Geology; Meteorology; Automotive engineering; Mechanical engineering; Engineering; Electrical engineering; Petroleum engineering; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001044824,0.0001159089,0.0001206896,0.0001203013,0.00004351891,0.00002889069,0.000123225,0.00006614952,0.0006384063],"category_scores_gemma":[0.00004005643,0.0001042984,0.00003837074,0.0003661717,0.00002343072,0.0000610032,0.00006795793,0.0001244038,0.002785162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006890703,"about_ca_system_score_gemma":0.00002450149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000146665,"about_ca_topic_score_gemma":0.000001974877,"domain_scores_codex":[0.9989948,0.00001104398,0.0001416274,0.0001398563,0.0002765685,0.0004361514],"domain_scores_gemma":[0.9995837,0.00002850904,0.000001758866,0.0001809203,0.0000252624,0.0001799032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006263591,0.00006463364,0.002323615,0.00007257694,0.000274482,0.0003314425,0.0004991346,0.01557756,0.04548149,0.002075413,0.927044,0.006192989],"study_design_scores_gemma":[0.002748091,0.0003373933,0.4261564,0.0001022824,0.00002050094,0.00001626557,0.0001563198,0.04406731,0.07860344,0.0007699116,0.4459202,0.001101898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885129,0.00009322451,0.0005142158,0.0003248599,0.0007084219,0.00006705243,0.000008618868,0.0007906181,0.008980112],"genre_scores_gemma":[0.9947346,0.00003221389,0.0002384663,0.0000624335,0.0001156265,0.00001264828,0.0000592939,0.00003112378,0.004713566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4811239,"threshold_uncertainty_score":0.9979913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244662219043452,"score_gpt":0.2224237781954001,"score_spread":0.2099771560049656,"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."}}