{"id":"W3026320500","doi":"10.1063/1.5140216","title":"On the shock change equations","year":2020,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Shock (circulatory); Shock wave; Shock tube; Compressible flow; Compressibility; Classical mechanics; Flow (mathematics); Euler equations; Mechanics; Equations of motion; Moving shock; Equation of state; Thermodynamics","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":[0.0005423814,0.0004916499,0.0004436549,0.0008470446,0.0007007425,0.001087799,0.001065591,0.001024794,0.009803931],"category_scores_gemma":[0.00169608,0.0002597586,0.0009474105,0.0005526217,0.001335132,0.002033127,0.002580113,0.00247655,0.001680532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105166,"about_ca_system_score_gemma":0.0006956292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004855509,"about_ca_topic_score_gemma":0.002085674,"domain_scores_codex":[0.9995884,0.00007025755,0.00002016455,0.00006149898,0.0001903964,0.00006932164],"domain_scores_gemma":[0.9997073,0.00006237753,0.00003905746,0.00003972034,0.0001173475,0.00003415244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001154608,0.00001313094,0.0003015904,0.00003955476,0.000007371217,0.0001339248,0.0001917899,0.01449481,0.001359334,0.969933,0.003530897,0.009983011],"study_design_scores_gemma":[0.0000337471,0.00005488572,0.00123391,0.00006632652,0.00001857694,0.0003587832,0.0001843534,0.1884881,0.001969413,0.7401053,0.06744111,0.0000454931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08777039,0.006355663,0.6297157,0.007039753,0.001989483,0.0002066121,0.0008252181,0.0003850437,0.2657122],"genre_scores_gemma":[0.7354929,0.006725026,0.0750742,0.003157136,0.001408961,0.0002910188,0.0009783955,0.0005089142,0.1763635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009803931,"threshold_uncertainty_score":0.0327974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370003095105892,"score_gpt":0.2270131667468454,"score_spread":0.1900128572362562,"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."}}