{"id":"W2155925949","doi":"10.1109/ccece.2009.5090311","title":"Design and development of hybrid vertical axis turbine","year":2009,"lang":"en","type":"article","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Turbine; Vertical axis wind turbine; Marine engineering; Rotor (electric); Wind power; Wells turbine; Lift (data mining); Engineering; Mechanical engineering; Turbine blade; Computer science; 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":[0.00009373256,0.00006455553,0.00008526745,0.00004427273,0.00001914093,0.000007865685,0.00004459622,0.00001370735,0.00008242151],"category_scores_gemma":[0.000008875258,0.00005253178,0.000006989475,0.00004537799,0.00001180298,0.00003589455,0.0000123818,0.00004090737,0.00001680165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000213637,"about_ca_system_score_gemma":0.00003430774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.573638e-7,"about_ca_topic_score_gemma":3.739701e-7,"domain_scores_codex":[0.99951,0.000005867738,0.0001274449,0.00006871322,0.0001189647,0.000168984],"domain_scores_gemma":[0.9998059,0.00001958007,0.00000210534,0.00005852815,0.0000159877,0.00009794789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001573252,0.0002080249,0.0005760695,0.0001403784,0.000218231,0.00009060952,0.001224338,0.03501261,0.1271259,0.001813222,0.02123083,0.8122025],"study_design_scores_gemma":[0.0004119969,0.00008152329,0.01216435,0.0000163701,0.000001852143,0.00001388624,0.00001772185,0.02307372,0.9583055,0.0002873678,0.005444791,0.0001809351],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5677048,0.0002159781,0.4246692,0.00008190946,0.00003428832,0.0000801184,1.922095e-7,0.0001279531,0.007085558],"genre_scores_gemma":[0.8971011,0.00002295471,0.1027338,0.000027387,0.000007587822,0.000002934747,0.000001692661,0.000004464847,0.00009807129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8311796,"threshold_uncertainty_score":0.2142184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871774228559503,"score_gpt":0.2213797257301676,"score_spread":0.2026619834445726,"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."}}