{"id":"W2348516297","doi":"","title":"The Numerical Investigation of Steam Condensing Flow in Laval Nozzle","year":2010,"lang":"en","type":"article","venue":"Turbine Technology","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Flow (mathematics); Mechanics; Computer simulation; Engineering; Mechanical engineering; Two-phase flow; Physics","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":[0.0001621013,0.000104968,0.0001762623,0.0002514711,0.00004676611,0.000007691299,0.0002459548,0.0002803515,0.000003684409],"category_scores_gemma":[0.0002715133,0.0000816075,0.00002196627,0.0005082481,0.000311553,0.00003337419,0.00006625374,0.0006516731,0.00001463518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001984585,"about_ca_system_score_gemma":0.00001615209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003746663,"about_ca_topic_score_gemma":0.000149889,"domain_scores_codex":[0.9993482,0.000008464503,0.000226192,0.00011377,0.00007698382,0.0002263702],"domain_scores_gemma":[0.9994575,0.00008861341,0.00003766688,0.0003685538,0.00003303164,0.00001462063],"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":[0.00002184337,0.00002949813,0.03808194,0.00007022865,0.00004353629,0.00002514091,0.0004019656,0.006248574,0.6762428,0.02939454,0.003601299,0.2458387],"study_design_scores_gemma":[0.0003481687,0.00007170576,0.00468714,0.00003380962,0.000007469135,0.00004692219,0.0002273697,0.05863621,0.9135904,0.02062927,0.001553396,0.0001681376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952577,0.00009342639,0.001122161,0.001195146,0.0003513502,0.00008491817,0.000001130736,0.001424024,0.0004701775],"genre_scores_gemma":[0.9958501,0.00002273447,0.004039501,0.00001374203,0.00002050911,0.000008676953,0.000001619845,0.0000176293,0.00002553016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2456705,"threshold_uncertainty_score":0.3327857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005596309712552583,"score_gpt":0.2035643807617509,"score_spread":0.1979680710491983,"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."}}