{"id":"W7161958894","doi":"10.82308/7453","title":"An edge-based finite element formulation of magnetohydrodynamics at hypersonic speeds","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnetohydrodynamics; Reynolds number; Hypersonic flow; Fluid mechanics","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":[0.0002855054,0.0004398771,0.0005572992,0.0003420543,0.0003121253,0.0009238058,0.0008435341,0.001335948,0.004492584],"category_scores_gemma":[0.0007341026,0.000328444,0.0005820454,0.0002561646,0.0004102359,0.000672573,0.0008661588,0.0007555899,0.0008970013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576519,"about_ca_system_score_gemma":0.0005883541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003415208,"about_ca_topic_score_gemma":0.004461993,"domain_scores_codex":[0.9998819,0.00003125706,0.000006077346,0.00001533096,0.00005005923,0.00001536785],"domain_scores_gemma":[0.999804,0.00008630033,0.00001723066,0.00001656846,0.00005469181,0.00002122239],"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":[0.00007598534,0.00005604705,0.0008254785,0.0001195882,0.00002208016,0.0001219854,0.0001422645,0.9150858,0.008311704,0.04520284,0.002288779,0.0277475],"study_design_scores_gemma":[0.000006903669,0.00001281585,0.00009050575,0.00001259069,0.000002197724,0.00001474119,0.00001393534,0.992458,0.000588391,0.002293359,0.004501401,0.000005246247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03064064,0.0004447729,0.9417348,0.00050742,0.0002694922,0.00007529186,0.0004110253,0.0004194048,0.02549726],"genre_scores_gemma":[0.5416514,0.0009710256,0.4066619,0.0003792359,0.0001933624,0.0003330317,0.0008003725,0.0005776649,0.04843184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004492584,"threshold_uncertainty_score":0.01502919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945129797505307,"score_gpt":0.2860859819337103,"score_spread":0.2666346839586572,"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."}}