{"id":"W4282003379","doi":"10.1051/swsc/2022023","title":"Observations and modeling of scintillation in the vicinity of a polar cap patch","year":2022,"lang":"en","type":"article","venue":"Journal of Space Weather and Space Climate","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Embry-Riddle Aeronautical University; University of Calgary; National Science Foundation","keywords":"Scintillation; Ionosphere; Interplanetary scintillation; Physics; Satellite; Remote sensing; SIGNAL (programming language); Scale (ratio); Polar; Geophysics; Plasma; Geology; Environmental science; Astronomy; Optics; Computer science; Solar wind; Nuclear physics; Detector","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005776866,0.00007155926,0.0001907882,0.00003563171,0.00009661668,0.00001441005,0.00007485574,0.00001553707,0.00005761946],"category_scores_gemma":[0.000005961968,0.00005339043,0.00005435881,0.0001419652,0.00002879072,0.0001139287,0.00004965983,0.0001772267,6.710098e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001197743,"about_ca_system_score_gemma":0.00004523839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007946596,"about_ca_topic_score_gemma":0.0001003549,"domain_scores_codex":[0.9993349,0.00006269735,0.0002602647,0.00006260013,0.0001774277,0.0001021402],"domain_scores_gemma":[0.999464,0.00005037373,0.0002771457,0.00008252725,0.0001027939,0.00002312679],"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":[0.0001283139,0.0002276185,0.9158589,0.00006855711,0.00006146725,0.000002585931,0.009511494,0.0476791,0.003289664,0.02185647,0.0001240006,0.001191832],"study_design_scores_gemma":[0.003729044,0.001198132,0.2706387,0.0002186639,0.000258928,0.00003660598,0.1491175,0.5543607,0.0002192949,0.01772911,0.002051178,0.0004422282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965758,0.0003413807,0.001052942,0.0008273371,0.00003492367,0.00008248965,0.00003329632,0.000001174241,0.001050681],"genre_scores_gemma":[0.9991056,0.00008949457,0.0007098789,0.0000212703,0.00002863804,0.000001530246,0.000001595329,0.000006899726,0.00003513173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6452202,"threshold_uncertainty_score":0.2177199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162783279585496,"score_gpt":0.2399569124479734,"score_spread":0.2236785844894238,"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."}}