{"id":"W2003155107","doi":"10.1243/0957650011538901","title":"Nucleating unsteady flows in low-pressure steam turbine stages","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Transonic; Mechanics; Condensation; Boundary layer; Turbulence; Nucleation; Turbine; Materials science; Stator; Rotor (electric); Thermodynamics; Physics; Aerodynamics; Mechanical engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629714,0.0001222821,0.0002686044,0.0001392191,0.00002616951,0.0000134385,0.0001901971,0.00007624103,0.000008450941],"category_scores_gemma":[0.00009555182,0.0000951019,0.00009711398,0.0002477836,0.00003311672,0.0001961598,0.00004841347,0.0001928399,9.627137e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003763622,"about_ca_system_score_gemma":0.00002230731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008227031,"about_ca_topic_score_gemma":0.000005676301,"domain_scores_codex":[0.9990079,0.000004171288,0.0005220208,0.00007729697,0.0002529649,0.0001356583],"domain_scores_gemma":[0.9995336,0.0000342657,0.0001409949,0.00004409126,0.0001832238,0.00006382522],"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":[0.00004949102,0.00006075289,0.0001851337,0.0001211802,0.00008232213,0.000002625253,0.0001304983,0.8819206,0.02680106,0.0894486,0.00008477399,0.001112946],"study_design_scores_gemma":[0.0008957062,0.0001497961,0.000617926,0.0006964848,0.00004921809,0.00008811958,0.0002143025,0.9895206,0.003426012,0.001371084,0.002797507,0.0001732474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910232,0.0006303923,0.00676311,0.000110615,0.0005619002,0.00003474373,0.000006888175,0.00001633169,0.0008528614],"genre_scores_gemma":[0.9987211,0.0004329398,0.000731964,0.00001487676,0.00005582205,8.916821e-7,6.767679e-7,0.00001228307,0.00002942051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076,"threshold_uncertainty_score":0.3878143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004276017919271293,"score_gpt":0.1865181935379605,"score_spread":0.1822421756186892,"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."}}