{"id":"W2330904651","doi":"10.2514/6.2007-4373","title":"Development of Two-Fluid Magnetohydrodynamics Model for Non-Equilibrium Anisotropic Plasma Flows","year":2007,"lang":"en","type":"article","venue":"","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Magnetohydrodynamics; Plasma; Fluid dynamics; Anisotropy; Physics; Mechanics; Nuclear physics; Optics","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":[0.0002463488,0.0006525273,0.0007391009,0.0003668558,0.0004942314,0.0009160544,0.001644952,0.001399978,0.00100953],"category_scores_gemma":[0.0005387035,0.0003556594,0.0007595507,0.0003481909,0.0005815474,0.0008801135,0.0008488735,0.00086652,0.0003360874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006046322,"about_ca_system_score_gemma":0.0008834776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004598069,"about_ca_topic_score_gemma":0.00179928,"domain_scores_codex":[0.9998783,0.00003546571,0.00000616758,0.00002458628,0.00003969449,0.0000157998],"domain_scores_gemma":[0.9998704,0.00003398994,0.00002240496,0.00001298742,0.00003906872,0.00002112227],"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":[0.00002789193,0.00003770681,0.0006953386,0.00006785037,0.00001922651,0.0003065397,0.0001474986,0.8456028,0.007994191,0.1380964,0.001065167,0.005939393],"study_design_scores_gemma":[0.00000440441,0.0000054415,0.00005123264,0.000002005215,0.000001235712,0.0000162374,0.000004373536,0.9953858,0.0001257401,0.003709099,0.0006897456,0.000004645741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02748161,0.0005892459,0.9598045,0.000488876,0.0001478305,0.0000825713,0.0001719718,0.0002270353,0.01100634],"genre_scores_gemma":[0.7889529,0.001455716,0.1905052,0.0001644079,0.0002207949,0.0005186769,0.000307336,0.0001369276,0.01773787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004598069,"threshold_uncertainty_score":0.009142637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008985281812450134,"score_gpt":0.2377437953264346,"score_spread":0.2287585135139845,"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."}}