{"id":"W1977688492","doi":"10.1115/fedsm2002-31087","title":"Thermodynamic and Aerodynamic Loss Evaluation of Supersonic Nucleating Steam With Shocks","year":2002,"lang":"en","type":"article","venue":"","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supersonic speed; Aerodynamics; Mechanics; Thermodynamics; Nucleation; Shock (circulatory); Thermodynamic equilibrium; Heat transfer; Materials science; Superheated steam; Superheating; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003033506,0.0003181812,0.0005680781,0.0003222165,0.0003085686,0.0004473662,0.0003767936,0.0003114592,0.0006935674],"category_scores_gemma":[0.001241246,0.0001577584,0.000353846,0.0002837175,0.0005238511,0.0004049203,0.0003893057,0.0002204304,0.00008039239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088437,"about_ca_system_score_gemma":0.0002273822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588214,"about_ca_topic_score_gemma":0.0008511418,"domain_scores_codex":[0.9998558,0.00002462005,0.000007448241,0.00001372667,0.00006727343,0.00003128317],"domain_scores_gemma":[0.9996558,0.0001587648,0.00005006811,0.00003527354,0.00006802953,0.00003200089],"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":[0.0007642267,0.0001394617,0.02097478,0.0001361766,0.0000642962,0.0009595459,0.0001901746,0.7709537,0.1908708,0.0026615,0.0001880589,0.0120973],"study_design_scores_gemma":[0.00003110097,0.0003638918,0.01516023,0.000005307177,0.00002355013,0.0001492533,0.00007260186,0.9159655,0.06749275,0.0004460358,0.000275556,0.00001426665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952707,0.00003977316,0.003718692,0.00001021203,0.000004645744,0.000007949359,0.00003013891,0.00002694029,0.0008910055],"genre_scores_gemma":[0.9991921,0.00002409157,0.0004572483,0.000002088374,0.000001552446,0.000004469717,0.00003673992,0.000006667829,0.0002751757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001588214,"threshold_uncertainty_score":0.003157973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107848560566364,"score_gpt":0.1940925293972466,"score_spread":0.1830140437915829,"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."}}