{"id":"W4289927861","doi":"10.1016/j.asr.2022.07.080","title":"Pattern of F2-layer peak electron density across African Ionosonde locations and response to solar activity","year":2022,"lang":"en","type":"article","venue":"Advances in Space Research","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Noon; Sunset; Daytime; Sunrise; Atmospheric sciences; Ionosphere; Ionosonde; Latitude; Solar minimum; Local time; Solar maximum; Environmental science; Electron density; Physics; Solar cycle; Electron; Solar wind; Astronomy; Plasma","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":[0.001163171,0.0001033091,0.0001731317,0.00006437743,0.0003597993,0.00002782823,0.0002237555,0.00002095077,0.0001551491],"category_scores_gemma":[0.00004139327,0.0001130448,0.00003418573,0.0006260891,0.0001103964,0.0002074406,0.0004725147,0.0005147933,0.000007575507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498181,"about_ca_system_score_gemma":0.0001671511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225046,"about_ca_topic_score_gemma":0.001471941,"domain_scores_codex":[0.9982143,0.000462274,0.000131495,0.0003123908,0.0003707658,0.0005087698],"domain_scores_gemma":[0.999038,0.0003939733,0.0000521235,0.0003098669,0.0001145692,0.00009149677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003841386,0.001314849,0.3847327,0.00009196024,0.00006735734,0.00001874218,0.01299001,0.01078892,0.08311013,0.008238909,0.0009908496,0.4938142],"study_design_scores_gemma":[0.004326671,0.00491127,0.4610651,0.000114753,0.00003113374,0.0000123378,0.09297971,0.01080309,0.09712326,0.02214839,0.3047699,0.001714466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910262,0.0002276483,0.005810998,0.001049978,0.0000466509,0.0003249247,0.00005542488,0.000009184368,0.001449051],"genre_scores_gemma":[0.9984646,0.00003650021,0.0002600277,0.00001564091,0.00003855591,0.0001169811,0.000007218319,0.00001572646,0.001044781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4920997,"threshold_uncertainty_score":0.4609832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629247360997057,"score_gpt":0.3534652125402565,"score_spread":0.3371727389302859,"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."}}