{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009840916,0.0004080338,0.0003316163,0.00002878446,0.0001339432,0.0001075721,0.0002620923,0.0001219534,0.006020002],"category_scores_gemma":[0.000008045,0.0003250107,0.0003059905,0.0001163958,0.0001214886,0.000157715,0.00005957074,0.0001916237,0.0006738423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007270365,"about_ca_system_score_gemma":0.0001031696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526412,"about_ca_topic_score_gemma":0.0001592986,"domain_scores_codex":[0.9984865,0.00004136566,0.0001894099,0.0004999734,0.0001813737,0.0006013444],"domain_scores_gemma":[0.9989312,0.00009461298,0.0001484,0.0005476765,0.0001129877,0.0001651788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004311781,0.002471036,0.3617286,0.000073729,0.004757496,0.00002341431,0.01518927,0.001284661,0.1432324,0.06699377,0.2795372,0.1203966],"study_design_scores_gemma":[0.01381681,0.004717461,0.08061406,0.0003048368,0.0006883107,0.000003062622,0.006345739,0.04145331,0.05667788,0.07946155,0.7114167,0.004500283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8534911,0.00006250806,0.0409818,0.001322433,0.0005795921,0.001138857,0.0002668364,0.0001353534,0.1020215],"genre_scores_gemma":[0.9683436,0.000001993626,0.003804354,0.0002590233,0.001920777,0.00009254349,0.00008951787,0.0001225904,0.02536565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4318795,"threshold_uncertainty_score":0.9999202,"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."}}