{"id":"W4403714279","doi":"10.21203/rs.3.rs-5313766/v1","title":"Transient, Turbulent Hall Currents in the Sunlit Terrestrial Ionosphere","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; University of Saskatchewan","funders":"Japan Aerospace Exploration Agency; Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Norges Forskningsråd; Canadian Space Agency; Korea Astronomy and Space Science Institute","keywords":"Ionosphere; Transient (computer programming); Turbulence; Physics; Environmental science; Current (fluid); Meteorology; Atmospheric sciences; Geophysics; Computer science; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008928563,0.0001513101,0.0001546327,0.0002178849,0.0003057069,0.0007554412,0.000168941,0.0002756762,0.001427717],"category_scores_gemma":[0.0006245227,0.0001143313,0.0001221839,0.0001782691,0.0006527954,0.0005032437,0.0002724643,0.0002602214,0.0001303376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211517,"about_ca_system_score_gemma":0.0001729051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221213,"about_ca_topic_score_gemma":0.001277007,"domain_scores_codex":[0.999972,0.000005042019,0.000001358616,0.000007473457,0.000004805397,0.000009374387],"domain_scores_gemma":[0.9998739,0.00004809278,0.00002137588,0.000009126185,0.00001663804,0.00003089829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.005477972,0.0005193062,0.1799956,0.0004386032,0.0003666287,0.005276887,0.003037697,0.4091323,0.1960774,0.124878,0.01510041,0.05969912],"study_design_scores_gemma":[0.0003194148,0.0004242784,0.1953595,0.00004931105,0.0000837928,0.0007112851,0.001923671,0.7502249,0.0103273,0.03648362,0.004007824,0.00008520632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990833,0.0003971854,0.003565383,0.0001923567,0.00005233027,0.000007717279,0.0001230768,0.0001104664,0.004718502],"genre_scores_gemma":[0.9995021,0.00003327429,0.00007554089,0.000005567277,0.00001276069,9.180055e-7,0.0000260903,0.000004498884,0.0003393293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00221213,"threshold_uncertainty_score":0.00477618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05488898836145285,"score_gpt":0.3858333304097639,"score_spread":0.330944342048311,"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."}}