{"id":"W2066864870","doi":"10.1155/s1023621x02000325","title":"Toward CFD‐Based Correlations for Single‐State High‐Pressure Transonic Turbine Stage","year":2002,"lang":"en","type":"article","venue":"International Journal of Rotating Machinery","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transonic; Computational fluid dynamics; Turbine; Overall pressure ratio; Computer science; Flow (mathematics); Mechanics; Mechanical engineering; Gas compressor; Physics; Aerodynamics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001917257,0.0001772927,0.0002111306,0.0002857528,0.00006110852,0.00009648522,0.000300762,0.00005828823,0.0002853843],"category_scores_gemma":[0.0001019132,0.000162445,0.0001672532,0.0001240067,0.00002124049,0.0004818905,0.00001044317,0.0002921243,0.00000818138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000068451,"about_ca_system_score_gemma":0.00001775854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007606472,"about_ca_topic_score_gemma":0.000006154059,"domain_scores_codex":[0.998718,0.00002478403,0.0005830744,0.0001078893,0.0003803443,0.0001859413],"domain_scores_gemma":[0.9991017,0.000178362,0.0002469779,0.00009090988,0.0003087918,0.00007328019],"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":[0.000053486,0.00006780824,0.001109835,0.00004909823,0.0001694096,0.00001864566,0.0004286112,0.9786423,0.002830552,0.00006695733,0.0008947459,0.01566854],"study_design_scores_gemma":[0.001593922,0.0001299001,0.0008639818,0.0001068421,0.00005158811,0.00006017353,0.00001646513,0.991315,0.001526128,0.000106662,0.004047811,0.0001815175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4146572,0.00136614,0.5764381,0.001236104,0.003913977,0.0003009173,0.0003062386,0.0002081448,0.001573176],"genre_scores_gemma":[0.976045,0.00007256973,0.02272902,0.0001434586,0.0004709883,0.000009616651,0.00004989385,0.00004608733,0.0004334179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5613877,"threshold_uncertainty_score":0.6624317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862629725952062,"score_gpt":0.2305655197853397,"score_spread":0.2119392225258191,"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."}}