{"id":"W4224092407","doi":"10.1016/j.compfluid.2022.105461","title":"Characteristic boundary conditions for magnetohydrodynamic equations","year":2022,"lang":"en","type":"article","venue":"Computers & Fluids","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curvilinear coordinates; Magnetohydrodynamics; Discretization; Mathematics; Mathematical analysis; Boundary value problem; Solver; Magnetohydrodynamic drive; Boundary (topology); Physics; Geometry; Magnetic field; Mathematical optimization","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":[0.0006330352,0.0005787431,0.0006827507,0.0012636,0.0007775264,0.001599157,0.001541632,0.001435328,0.007318592],"category_scores_gemma":[0.004410671,0.000413146,0.0005028141,0.0008604848,0.00148055,0.002710511,0.001666006,0.002489874,0.001333815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075786,"about_ca_system_score_gemma":0.001159383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841241,"about_ca_topic_score_gemma":0.002458758,"domain_scores_codex":[0.9996506,0.0001061804,0.00002119341,0.00004320665,0.0001281776,0.00005059811],"domain_scores_gemma":[0.9989967,0.0003589878,0.0001092597,0.00009746772,0.0003392902,0.00009835666],"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":[0.00007406368,0.00004350982,0.0003817574,0.0001633154,0.000008521763,0.0002342327,0.0001860379,0.02581567,0.004588288,0.9388027,0.007901776,0.02179997],"study_design_scores_gemma":[0.0001162223,0.00003246011,0.0006639477,0.00009316183,0.000009722462,0.0002508032,0.0001609729,0.357671,0.00348939,0.608115,0.02934399,0.00005339227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02941904,0.002596529,0.887598,0.00240156,0.001345673,0.0001803657,0.0006682037,0.0003940831,0.07539653],"genre_scores_gemma":[0.7129625,0.002773985,0.2104778,0.001355793,0.001230991,0.0004873808,0.001543517,0.00105552,0.06811242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007318592,"threshold_uncertainty_score":0.02448308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007593207276703272,"score_gpt":0.217197394870988,"score_spread":0.2096041875942847,"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."}}