{"id":"W2970164908","doi":"10.1134/s0869864319030132","title":"Numerical investigation on the effect of vortex generator shapes on film cooling performance","year":2019,"lang":"en","type":"article","venue":"Thermophysics and Aeromechanics","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vortex generator; Vortex; Materials science; Mechanics; Generator (circuit theory); Physics; Thermodynamics; Power (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003370338,0.0002897545,0.000370976,0.0003666394,0.0003320293,0.0003658166,0.0003451144,0.0005046137,0.001498983],"category_scores_gemma":[0.001592231,0.0001776396,0.0002587477,0.0002869389,0.0004606237,0.000303602,0.0002039488,0.0002314594,0.00009874784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941898,"about_ca_system_score_gemma":0.0003137756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257086,"about_ca_topic_score_gemma":0.001968323,"domain_scores_codex":[0.9999008,0.00002274843,0.00000521359,0.00001287775,0.00003101195,0.00002727795],"domain_scores_gemma":[0.9993962,0.0003933609,0.00006701276,0.00004087573,0.00008444169,0.00001812653],"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":[0.0003477808,0.0001544324,0.006290025,0.0003650734,0.00003514419,0.0003241461,0.0001474076,0.8652486,0.107423,0.003682454,0.0004731085,0.01550881],"study_design_scores_gemma":[0.00003199378,0.0001993174,0.001282278,0.00001841337,0.00001992907,0.00004372518,0.00005760649,0.9753028,0.02238197,0.0001862674,0.0004631421,0.00001250028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629756,0.0003707564,0.02718413,0.0001323901,0.00003299216,0.00006084814,0.0001479314,0.0001464095,0.008948999],"genre_scores_gemma":[0.9900844,0.00008824183,0.009385755,0.000006922222,0.000002733447,0.00001881714,0.00002949238,0.00001128847,0.000372408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002257086,"threshold_uncertainty_score":0.005014658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005739078046983329,"score_gpt":0.1689331148943414,"score_spread":0.1631940368473581,"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."}}