{"id":"W4364359119","doi":"10.5194/egusphere-2023-432-supplement","title":"Supplementary material to \"How well do Earth System Models reproduce observed aerosol changes during the Spring 2020 COVID-19 lockdowns?\"","year":2023,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Environment and Climate Change Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Aerosol; Spring (device); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Atmospheric sciences; 2019-20 coronavirus outbreak; Environmental science; Meteorology; Geography; Geology; Physics; Virology; Infectious disease (medical specialty); Outbreak; Biology; Medicine","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":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003121088,0.0008875826,0.0008272821,0.0001121825,0.0006215738,0.0007642649,0.002247444,0.0003351817,0.007779217],"category_scores_gemma":[0.0003436261,0.0007131948,0.0002853041,0.0005156472,0.0001956157,0.0002455549,0.01138461,0.0007178473,0.0009496465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922359,"about_ca_system_score_gemma":0.0001725807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06583472,"about_ca_topic_score_gemma":0.02882154,"domain_scores_codex":[0.9928969,0.0007070241,0.0008340767,0.002759751,0.001529146,0.00127307],"domain_scores_gemma":[0.9945288,0.0002681994,0.0004642174,0.003776634,0.00002463592,0.0009375407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001479036,0.000381609,0.05456318,0.01118723,0.0006349006,0.0006887761,0.01116257,0.7375743,0.08947853,0.0004366797,0.09175083,0.0006623337],"study_design_scores_gemma":[0.008854752,0.001011388,0.1873804,0.00286329,0.001138458,0.0002637194,0.02388823,0.07039679,0.4537385,0.002249738,0.2321349,0.01607987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174822,0.00001778915,0.003601043,0.0669816,0.002524561,0.004749876,0.003064955,0.001117355,0.0004606404],"genre_scores_gemma":[0.9859093,0.0000615549,0.001931862,0.004246083,0.0008513499,0.0007075354,0.0002352651,0.000166192,0.005890851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6671776,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09791832046188931,"score_gpt":0.3014834707690431,"score_spread":0.2035651503071538,"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."}}