{"id":"W2810832800","doi":"10.1029/2018sw001919","title":"Proxy Index Derived From All Sky Imagers for Space Weather Impact on GPS","year":2018,"lang":"en","type":"article","venue":"Space Weather","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Space Agency","keywords":"Scintillation; Interplanetary scintillation; Brightness; Global Positioning System; Remote sensing; GPS signals; Ionosphere; Space weather; Brightness temperature; Physics; Satellite; Environmental science; Geodesy; Geography; Meteorology; Optics; Assisted GPS; Astronomy; Computer science; Telecommunications; Solar wind","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002934778,0.0003272372,0.0002658123,0.002613643,0.0002130896,0.0009365026,0.0002773156,0.0001827121,0.001942965],"category_scores_gemma":[0.00223084,0.00008538998,0.0002996144,0.002809715,0.0001668297,0.0003656367,0.0004308683,0.0002277997,0.0005590192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006051513,"about_ca_system_score_gemma":0.0004084072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502906,"about_ca_topic_score_gemma":0.01719163,"domain_scores_codex":[0.9995446,0.00004358248,0.0000686701,0.00006365451,0.0002264941,0.00005300395],"domain_scores_gemma":[0.9979157,0.0002960718,0.0009626931,0.0001883477,0.0004356501,0.0002015564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008757455,0.0000210678,0.9892063,0.00002985775,0.00005617116,0.00006328878,0.00005097351,0.002145116,0.001837353,0.0001172087,0.0004758112,0.005909325],"study_design_scores_gemma":[0.000002187327,0.00003057384,0.9943198,0.000003212906,0.00001409912,0.0001076375,0.00006875336,0.003944145,0.0006886948,0.00004995878,0.0007648572,0.000006015307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795586,0.0001651206,0.0030831,0.00002500215,0.00001969503,0.00006355401,0.0114499,0.000157823,0.005477055],"genre_scores_gemma":[0.9913129,0.00005814786,0.0007309444,0.000006295722,0.000008223472,0.00001558319,0.007357578,0.00001184622,0.000498505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502906,"threshold_uncertainty_score":0.02988315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006709725157111932,"score_gpt":0.2509131341857225,"score_spread":0.2442034090286105,"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."}}