{"id":"W4389541073","doi":"10.17118/11143/20864","title":"Analytical and CFD analysis of a heat generator to match a vertical axiswind turbine","year":2023,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vertical axis; Vertical axis wind turbine; Computational fluid dynamics; Turbine; Horizontal axis; Marine engineering; Wind power; Generator (circuit theory); Mechanics; Aerospace engineering; Mechanical engineering; Computer science; Physics; Engineering; Electrical engineering; Power (physics); Engineering drawing; Structural engineering; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006676648,0.0000697278,0.0001950847,0.0002816411,0.00001269961,0.0000140691,0.00003324849,0.00004509121,0.0001884134],"category_scores_gemma":[0.00001210391,0.00006090711,0.00004845042,0.001530106,0.00001070123,0.00003244325,0.00001075238,0.00003657424,0.00002417855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211423,"about_ca_system_score_gemma":0.000005355069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002452525,"about_ca_topic_score_gemma":0.00004840221,"domain_scores_codex":[0.9994847,0.000007583283,0.0001554692,0.0001082847,0.0001002278,0.0001436962],"domain_scores_gemma":[0.9997184,0.00002944259,4.995761e-7,0.0001016786,0.00002180124,0.0001281783],"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":[0.00001537606,0.0000209172,0.01026728,0.00005156449,0.0006711796,0.000008494738,0.0004283848,0.9743232,0.0106409,0.001053412,0.001796701,0.0007226062],"study_design_scores_gemma":[0.000117425,0.00002154762,0.02702737,0.000003152159,0.0002317567,4.357558e-7,0.00002157156,0.9677405,0.004644315,0.000005547378,0.0001129351,0.00007342781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210548,0.00001842477,0.07737008,0.0002669006,0.00002700845,0.00006038379,0.00001023513,0.000148459,0.001043736],"genre_scores_gemma":[0.9988907,0.00002876547,0.0009009675,0.00006899788,0.00001750573,0.000004197486,0.0000183773,0.00001073894,0.0000597224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07783596,"threshold_uncertainty_score":0.248372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283483152763767,"score_gpt":0.2390217123390447,"score_spread":0.226186880811407,"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."}}