{"id":"W3200540949","doi":"10.1002/htj.22282","title":"Fluid flow characteristics and convective heat transfer improvement on a gas turbine blade","year":2021,"lang":"en","type":"article","venue":"Heat Transfer","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nusselt number; Mechanics; Heat transfer; Reynolds number; Jet (fluid); Vortex; Materials science; Heat transfer enhancement; Airflow; Convective heat transfer; Turbine blade; Heat transfer coefficient; Thermodynamics; Turbine; Physics; Turbulence","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":[0.0001920952,0.0002771058,0.0003075354,0.0002321999,0.00020366,0.0002302054,0.0001703311,0.0002828055,0.0007667753],"category_scores_gemma":[0.0003152848,0.0001430693,0.0001707944,0.0001768384,0.0003336132,0.0002613642,0.00009538398,0.0001562336,0.0001184505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083856,"about_ca_system_score_gemma":0.0001794811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006930772,"about_ca_topic_score_gemma":0.0005439013,"domain_scores_codex":[0.9999086,0.0000150335,0.000003636848,0.00002366246,0.00003359491,0.00001544653],"domain_scores_gemma":[0.9998288,0.00004912295,0.00003186147,0.00001851361,0.00005581078,0.0000158746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001144382,0.0000172003,0.0007424984,0.00002420949,0.000002379104,0.00008272372,0.00004669702,0.001075124,0.9953297,0.00005918361,0.00004471808,0.002461162],"study_design_scores_gemma":[0.00004393001,0.0009381271,0.02355178,0.000008103728,0.00001534884,0.0001209877,0.00005554343,0.03070452,0.9431477,0.00005079952,0.001342365,0.00002078473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966412,0.0001351268,0.002833436,0.0000144582,0.00001268199,0.000008949859,0.0000206838,0.00003499506,0.0002984201],"genre_scores_gemma":[0.9969817,0.00005653541,0.002529184,0.000005661578,0.000004880259,0.000007263941,0.00002539212,0.000006811449,0.0003826233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007667753,"threshold_uncertainty_score":0.002565145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023753679258032,"score_gpt":0.1992935842851292,"score_spread":0.1890560474925489,"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."}}