{"id":"W4407411917","doi":"10.2514/6.2025-2575","title":"Aerothermal Performances of a Shaped Film-Cooling Hole With Spalart-Allmaras Turbulence Model","year":2025,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Turbulence; Aerospace engineering; Mechanics; Physics; Materials science; Environmental science; Engineering","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":[0.0002147546,0.0004914433,0.0005210201,0.0002463406,0.000251188,0.0004771424,0.0005694184,0.0007688847,0.001043131],"category_scores_gemma":[0.0006113211,0.0001357766,0.0005135211,0.0001902059,0.0004941822,0.0004483756,0.0003289482,0.000306241,0.0001107771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090149,"about_ca_system_score_gemma":0.0003674309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00646696,"about_ca_topic_score_gemma":0.002341243,"domain_scores_codex":[0.999907,0.00002020795,0.000004338913,0.00002193602,0.00002789716,0.00001867921],"domain_scores_gemma":[0.999822,0.00007057693,0.00003195202,0.00002067531,0.00003735274,0.0000176136],"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":[0.0002349557,0.00009199094,0.002804157,0.00006888049,0.00002459143,0.0003148862,0.00006420361,0.9520724,0.03563489,0.00383742,0.0003983102,0.004453347],"study_design_scores_gemma":[0.0000163087,0.00008591905,0.0006914639,0.000002548598,0.000004841308,0.00001883058,0.00001024378,0.9962036,0.002683256,0.0001503105,0.0001249935,0.000007651056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333316,0.0003196333,0.05999431,0.0001246834,0.00009764993,0.00004567272,0.0002077475,0.0002298308,0.005648808],"genre_scores_gemma":[0.9937505,0.00006945578,0.004495067,0.000009494924,0.000005780504,0.00001827467,0.00005943367,0.00001602127,0.001575887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00646696,"threshold_uncertainty_score":0.01285863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005131818468442376,"score_gpt":0.1908722841464634,"score_spread":0.185740465678021,"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."}}