{"id":"W4391894668","doi":"10.1109/icnepe60694.2023.10429753","title":"Numerical Study on the Nucleation Law of Water Vapor Condensation in Laval Nozzle","year":2023,"lang":"en","type":"article","venue":"","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Nucleation; Condensation; Water vapor; Materials science; Mechanics; Mechanical engineering; Thermodynamics; Engineering; Physics; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006692389,0.0005091718,0.0008790235,0.0006936979,0.001022545,0.0009357076,0.00103914,0.001300949,0.001973554],"category_scores_gemma":[0.001788917,0.000369763,0.0009299098,0.0005709978,0.000841129,0.0009817895,0.0007021376,0.0006249514,0.0001519004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365551,"about_ca_system_score_gemma":0.001115143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02454191,"about_ca_topic_score_gemma":0.005248405,"domain_scores_codex":[0.9996214,0.00006293358,0.00002035364,0.00006960415,0.0001397212,0.00008592998],"domain_scores_gemma":[0.9994117,0.0003166195,0.00007650618,0.00001970679,0.0001440621,0.0000314426],"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":[0.0001202254,0.00006433574,0.00538867,0.0003414573,0.00002919769,0.0008116126,0.0003426787,0.9394039,0.02020269,0.02605493,0.0007723965,0.006467945],"study_design_scores_gemma":[0.00001292535,0.00001304559,0.0002824565,0.000006820976,0.000003851522,0.00002671801,0.00002355128,0.9975082,0.001099851,0.0006821396,0.0003316802,0.000008814448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5941213,0.00453158,0.3417531,0.001034238,0.0003735695,0.000297979,0.0006485059,0.0005857037,0.05665387],"genre_scores_gemma":[0.9718864,0.0008482595,0.02185372,0.00005800808,0.00004655847,0.0001319005,0.0001845373,0.00005582169,0.004934692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02454191,"threshold_uncertainty_score":0.04879814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798118302570119,"score_gpt":0.2646206454768795,"score_spread":0.2266394624511783,"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."}}