{"id":"W4246510144","doi":"10.32920/ryerson.14645121.v1","title":"Real time wind turbine simulator","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Turbine; Control theory (sociology); Inertia; Torque; Rectifier (neural networks); Computer science; Wind power; Simulation; Generator (circuit theory); Controller (irrigation); Engineering; Power (physics); Control (management); Electrical 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001172668,0.0003104901,0.000512133,0.00008463495,0.00002521073,0.0002213012,0.0001911038,0.0003778578,0.003020847],"category_scores_gemma":[0.00001525921,0.0003003123,0.0002062619,0.00008440512,0.00001070759,0.00007900684,0.0001394956,0.0003322801,0.000681836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022726,"about_ca_system_score_gemma":0.00005389086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475664,"about_ca_topic_score_gemma":0.000008621236,"domain_scores_codex":[0.9987202,0.00004046687,0.0004236481,0.0003253779,0.0002441249,0.0002461503],"domain_scores_gemma":[0.9990683,0.00006262866,0.00004900964,0.0006032293,0.00008410313,0.0001327962],"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":[0.000003885995,0.00001089388,0.00005855952,0.0001286657,0.0001632645,0.00001581404,0.00009297111,0.9914691,0.004869991,0.0000498257,0.002177464,0.0009595558],"study_design_scores_gemma":[0.0004011953,0.00000627019,0.0009349489,0.00008622312,0.00003240892,0.000002841089,0.00002492952,0.9936755,0.0003349247,0.00003980547,0.004094545,0.0003664279],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.51445,0.000553693,0.003066146,0.00009502081,0.002124575,0.0007652871,0.00003019025,0.002378692,0.4765365],"genre_scores_gemma":[0.9861866,0.0000486739,0.0003040811,0.00002607775,0.0005327496,0.00001138588,0.0001918613,0.00007646454,0.01262207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4717367,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007703250703210234,"score_gpt":0.2168996077899775,"score_spread":0.2091963570867673,"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."}}