{"id":"W2184926912","doi":"","title":"Investigation of Scintillation Characteristics for High Latitude Phenomena","year":2008,"lang":"en","type":"article","venue":"Proceedings of the 21st International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2008)","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scintillation; Interplanetary scintillation; Ionosphere; Global Positioning System; GNSS applications; Latitude; Remote sensing; TEC; Satellite; Geology; Environmental science; Geography; Geodesy; Physics; Geophysics; Astronomy; Solar wind; Optics; Computer science; Detector; Coronal mass ejection; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005274779,0.0001792852,0.0003573995,0.00005695223,0.0001613364,0.00001115526,0.001043742,0.00009598255,0.00001415953],"category_scores_gemma":[0.0003223442,0.0001161363,0.0003448955,0.0004153237,0.0005983388,0.0002684199,0.0003699501,0.0001815385,5.05855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005109635,"about_ca_system_score_gemma":0.00008005968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000141764,"about_ca_topic_score_gemma":0.00000202153,"domain_scores_codex":[0.9978065,0.00002236639,0.001138552,0.0002060108,0.0006961962,0.0001303379],"domain_scores_gemma":[0.9956831,0.0001238756,0.002618056,0.0002576725,0.001286665,0.00003066648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002529357,0.0003589645,0.2072085,0.000589849,0.0002395534,3.34541e-8,0.0007020329,0.007351882,0.5363178,0.2343606,0.0002630349,0.01235485],"study_design_scores_gemma":[0.001088915,0.0001571394,0.2135418,0.002711138,0.0001438141,0.000003141188,0.0001464268,0.003871932,0.7403191,0.03644897,0.001305131,0.000262464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952546,0.00002934006,0.0004529917,0.0006898931,0.0008590814,0.0006412533,0.0001304611,0.00001401819,0.001928358],"genre_scores_gemma":[0.9939631,0.00003298568,0.005625498,0.00001824975,0.000128841,0.00001356197,0.00003172951,0.00001772937,0.0001682942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2040013,"threshold_uncertainty_score":0.4735902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504968427126712,"score_gpt":0.237357477828396,"score_spread":0.2223077935571289,"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."}}