{"id":"W3139695733","doi":"10.1029/2020sw002676","title":"Daytime Equatorial Spread F‐Like Irregularities Detected by HF Doppler Receiver and Digisonde","year":2021,"lang":"en","type":"article","venue":"Space Weather","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Daytime; Ionosphere; TEC; Geology; F region; Instability; Sporadic E propagation; Atmospheric sciences; Geodesy; Doppler effect; Total electron content; Geophysics; Physics; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004951846,0.0002138541,0.0002123531,0.00001015384,0.0001076069,0.0001201489,0.00009404384,0.00008941506,0.004274392],"category_scores_gemma":[0.000005613579,0.0002090714,0.00008058651,0.0001133668,0.00007329354,0.0001535217,0.00009043312,0.0001622263,0.0000951599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002051982,"about_ca_system_score_gemma":0.00007281126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004748252,"about_ca_topic_score_gemma":0.00009166921,"domain_scores_codex":[0.9990149,0.00004689405,0.0001411379,0.000333845,0.0001472374,0.0003160208],"domain_scores_gemma":[0.9994325,0.00004711753,0.00005798234,0.0002878244,0.00007366305,0.0001009001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002807389,0.000863999,0.07310066,0.00008951001,0.001097799,0.00005786358,0.003491705,0.00007028641,0.09068672,0.1450275,0.6156225,0.06961074],"study_design_scores_gemma":[0.00313979,0.0001544333,0.001886176,0.00006166739,0.0001753594,0.00001063537,0.002495117,0.001260245,0.01739241,0.0190495,0.9532195,0.001155194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.821461,0.002181952,0.02097082,0.001775407,0.002429322,0.0005621579,0.0004066759,0.0002632486,0.1499494],"genre_scores_gemma":[0.8741524,0.00002556896,0.001923385,0.0001457888,0.000818949,0.00002768545,0.0001804216,0.00007269839,0.1226531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337597,"threshold_uncertainty_score":0.9966359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003838930606444214,"score_gpt":0.1947913577891895,"score_spread":0.1909524271827453,"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."}}