{"id":"W4401941347","doi":"10.1115/gt2024-127438","title":"Numerical Investigation of Two-Phase Shock Waves in CO2 Flows Using a Modified Hertz-Knudsen Model","year":2024,"lang":"en","type":"article","venue":"","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hertz; Knudsen number; Mechanics; Shock wave; Phase (matter); Shock (circulatory); Physics; Materials science","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":[0.0004075652,0.0006944702,0.0007253996,0.0006653215,0.0005944986,0.001136831,0.0009502758,0.001607857,0.002130709],"category_scores_gemma":[0.001164816,0.0002931987,0.0006870987,0.0006079137,0.0008686077,0.0005768909,0.0009701822,0.0007825826,0.0002389225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007211108,"about_ca_system_score_gemma":0.0008386041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01481595,"about_ca_topic_score_gemma":0.005334826,"domain_scores_codex":[0.9998044,0.00006926538,0.000009890305,0.00002380131,0.00005377546,0.00003883146],"domain_scores_gemma":[0.9995421,0.0002536968,0.00006107851,0.00003225953,0.00008134406,0.00002948583],"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":[0.00003922154,0.00003963118,0.0007764577,0.00003363891,0.00001262252,0.0001161907,0.00004927837,0.9892102,0.002992315,0.00538099,0.0001606898,0.001188586],"study_design_scores_gemma":[0.000003454665,0.000006139565,0.00006030887,0.000001549726,8.46993e-7,0.000003490977,0.000006935066,0.9995307,0.000175566,0.000147948,0.00006097085,0.000002156002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7906732,0.0006579916,0.1608577,0.0008329346,0.0001752028,0.0002377322,0.0005730739,0.0005156305,0.04547656],"genre_scores_gemma":[0.9779644,0.0002488005,0.01577284,0.00007191318,0.00002384026,0.0001445525,0.000184825,0.00005613165,0.005532722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481595,"threshold_uncertainty_score":0.02945942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06978370149126673,"score_gpt":0.3479149828474877,"score_spread":0.2781312813562209,"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."}}