{"id":"W4389271860","doi":"10.46620/ursigass.2023.1196.ehyo2263","title":"Remediation of Radiation Belt Energetic Particle Populations with Ionospheric Amplification of EMIC and Whistler Mode Waves","year":2023,"lang":"en","type":"article","venue":"","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Van Allen radiation belt; Ionosphere; Emic and etic; Whistler; Radiation; Physics; Mode (computer interface); Environmental science; Atmospheric sciences; Computational physics; Geophysics; Magnetosphere; Optics; Nuclear physics; Plasma; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001650588,0.00007597994,0.0001464423,0.0001170341,0.00008350556,0.000009651863,0.00006969941,0.00005260481,0.00004621347],"category_scores_gemma":[0.0001035371,0.00006540435,0.0000175707,0.0006371295,0.0001582404,0.0001442184,0.0000269463,0.00002875322,0.00001591431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002054881,"about_ca_system_score_gemma":0.00001485131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009596626,"about_ca_topic_score_gemma":0.00007425608,"domain_scores_codex":[0.999186,0.00003545568,0.0002968952,0.0001799735,0.0001772707,0.0001243686],"domain_scores_gemma":[0.9994148,0.00005491416,0.000220214,0.0002040214,0.00007914269,0.00002689663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001692815,0.00003913975,0.1028549,0.00002807172,0.0000109253,1.272401e-7,0.0009589012,0.00217586,0.872941,0.01761123,0.0004923134,0.002870633],"study_design_scores_gemma":[0.0003604805,0.00008618388,0.7461296,0.00001252261,0.00003417247,0.000001186138,0.0008408297,0.01942872,0.2298695,0.003047923,0.00007117726,0.000117668],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973986,0.0001081169,0.001534046,0.00047078,0.00006625112,0.0001515036,0.00001493302,0.0001674315,0.00008836795],"genre_scores_gemma":[0.9968319,0.000139931,0.002849007,0.00001476259,0.00001073329,0.00002382753,0.00002613411,0.00001114846,0.00009257245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6432747,"threshold_uncertainty_score":0.2667112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668779578346239,"score_gpt":0.2674990406928637,"score_spread":0.2408112449094013,"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."}}