{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001570196,0.0005694462,0.0006377586,0.0001294736,0.0001205169,0.00008654455,0.0001317032,0.000280831,0.0006302812],"category_scores_gemma":[0.000008875591,0.0005796765,0.000185989,0.000259989,0.00006691337,0.0001591372,0.000009418392,0.0005374051,0.00008370921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554846,"about_ca_system_score_gemma":0.00006690326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001998255,"about_ca_topic_score_gemma":0.00007096442,"domain_scores_codex":[0.9976093,0.00007216517,0.000526614,0.0006370092,0.0003964927,0.0007583756],"domain_scores_gemma":[0.9989764,0.00009278933,5.315015e-7,0.0004492137,0.00009792222,0.000383137],"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":[0.0001163149,0.0001605787,0.00003147349,0.0003926338,0.0002042517,0.0002241096,0.001756827,0.0007442241,0.9898879,0.001365224,0.00009812019,0.005018349],"study_design_scores_gemma":[0.002520729,0.0005556439,0.0009847129,0.000193721,0.00014819,0.00008726015,0.0001100253,0.01631105,0.9756775,0.00009187227,0.00262728,0.0006920111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8793837,0.0004380787,0.1154316,0.0008665029,0.0008077347,0.0006860305,0.0003483855,0.0004897011,0.001548223],"genre_scores_gemma":[0.9971722,0.0009435778,0.000218815,0.0009523587,0.0002197705,0.0001424325,0.0001205145,0.0001657491,0.0000645488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177885,"threshold_uncertainty_score":0.9996654,"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."}}