{"id":"W4399479564","doi":"10.22541/essoar.171805169.94602265/v1","title":"Deriving the Ionospheric Electric Field from the Bulk Motion of Radar Aurora in the E-region","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of Saskatchewan; Western University","funders":"","keywords":"Ionosphere; Radar; Electric field; Physics; Geophysics; Incoherent scatter; Doppler effect; Geology; Computational physics; Astronomy; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002246791,0.0003214479,0.0001574387,0.0005074259,0.0001249308,0.0005665095,0.0002338719,0.0002199737,0.0004671291],"category_scores_gemma":[0.0008699644,0.0001332475,0.0002966792,0.0003967751,0.0001469034,0.0004026594,0.0002499509,0.0002365241,0.000315748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106152,"about_ca_system_score_gemma":0.0002160034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618072,"about_ca_topic_score_gemma":0.002565161,"domain_scores_codex":[0.9999412,0.00001223232,0.00000350239,0.00002013922,0.00001218193,0.00001073699],"domain_scores_gemma":[0.9998662,0.00004204199,0.00003144094,0.00002009988,0.00003049716,0.0000096695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003623533,0.0001276651,0.1479218,0.0003858725,0.0001475434,0.0009856401,0.0006472103,0.1977194,0.2621359,0.007157041,0.0009768102,0.3814329],"study_design_scores_gemma":[0.00005732457,0.0002908771,0.3408348,0.000111449,0.0001175928,0.0006895463,0.0005343553,0.6022203,0.04370041,0.005292323,0.006054664,0.00009638182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7707934,0.000535638,0.2200653,0.00008562249,0.000051183,0.00008044463,0.0005428721,0.0003749833,0.007470581],"genre_scores_gemma":[0.9461062,0.0004195549,0.05214352,0.00001892335,0.00003104682,0.00002326344,0.0003962488,0.00004341279,0.0008177884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002618072,"threshold_uncertainty_score":0.005205691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00819037972972449,"score_gpt":0.2190663299410931,"score_spread":0.2108759502113686,"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."}}