{"id":"W4283651846","doi":"10.5194/ems2022-99","title":"Tropospheric weather influenced by solar wind coupling to the magnetosphere-ionosphere-atmosphere system","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Coronal mass ejection; Atmospheric sciences; Extratropical cyclone; Environmental science; Ionosphere; Solar wind; Atmosphere (unit); Meteorology; Physics; Geophysics; Plasma","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001221239,0.0001945009,0.0001417848,0.0003934312,0.0002459004,0.0005376047,0.0001194497,0.0001971815,0.001529801],"category_scores_gemma":[0.0004656392,0.00008501672,0.000146063,0.000664662,0.0001084097,0.00023108,0.0002675239,0.0002294061,0.0001872255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836072,"about_ca_system_score_gemma":0.0002059921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01862836,"about_ca_topic_score_gemma":0.02939978,"domain_scores_codex":[0.999895,0.00001764463,0.000008240851,0.00002784178,0.0000229926,0.0000282513],"domain_scores_gemma":[0.9997224,0.00003658386,0.0001186111,0.00001789523,0.00004933462,0.00005520654],"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":[0.0001167221,0.00004305144,0.9779881,0.00002796142,0.0001117316,0.0005653471,0.0001321051,0.007092617,0.003728319,0.0002487458,0.001870182,0.008075141],"study_design_scores_gemma":[0.000005440424,0.00001991842,0.9902282,0.00000704285,0.00002453884,0.00006199419,0.0001341805,0.008611241,0.0002227378,0.00007802109,0.0006005561,0.000006063325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959779,0.0002607766,0.000427225,0.00009293393,0.00003714711,0.000009229802,0.001608152,0.00002845027,0.001558265],"genre_scores_gemma":[0.9989477,0.00009321823,0.0001392563,0.00001420024,0.00002140707,0.000003248904,0.0006316794,0.000003641075,0.0001456457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01862836,"threshold_uncertainty_score":0.03703988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004585661497826964,"score_gpt":0.2148603291173273,"score_spread":0.2102746676195003,"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."}}