{"id":"W4240284616","doi":"10.32920/ryerson.14665251","title":"Small Scale Vertical Axis Wind Turbine","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wind power; Vertical axis wind turbine; Renewable energy; Turbine; Electricity; Rotor (electric); Marine engineering; Electricity generation; Wind hybrid power systems; Automotive engineering; Stator; Power (physics); Electrical engineering; Engineering; Distributed generation; Mechanical engineering; Grid energy storage","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":[0.00009733799,0.0002268068,0.000268818,0.0000801503,0.00002643772,0.0001266513,0.0002352753,0.0002658189,0.001457829],"category_scores_gemma":[0.00002647836,0.0002082085,0.0001050966,0.000096002,0.00002637608,0.0000285194,0.0005679132,0.0006088404,0.0001524195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235197,"about_ca_system_score_gemma":0.0001401812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008798824,"about_ca_topic_score_gemma":0.0001539123,"domain_scores_codex":[0.9987793,0.00001800039,0.0002171815,0.0003027975,0.0002554365,0.0004272994],"domain_scores_gemma":[0.9992427,0.00002714607,0.000004207245,0.0003947871,0.00005964747,0.0002715026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001132852,0.0006431168,0.009171209,0.004375768,0.002654829,0.00166313,0.002519093,0.7296427,0.02052347,0.0009185984,0.1270008,0.1007739],"study_design_scores_gemma":[0.003246024,0.0001956504,0.1755727,0.001740834,0.000162828,0.0001172839,0.000881128,0.3007926,0.3664074,0.002653324,0.1417659,0.006464239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800887,0.0008502422,0.007595283,0.0002559599,0.000953842,0.0001291586,0.000005866377,0.0005032947,0.1096177],"genre_scores_gemma":[0.9820302,0.0003192543,0.01298475,0.00009883851,0.0003196321,0.00003458817,0.0001882506,0.00006283671,0.003961701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4288501,"threshold_uncertainty_score":0.999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295876149625621,"score_gpt":0.222524974532892,"score_spread":0.1995662130366357,"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."}}