{"id":"W3083581758","doi":"10.5194/acp-21-1861-2021","title":"Simulation of radon-222 with the GEOS-Chem global model: emissions, seasonality, and convective transport","year":2021,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Northwest National Laboratory; Harvard University; Dalhousie University; Battelle; National Aeronautics and Space Administration; U.S. Department of Energy","keywords":"Chemical transport model; Seasonality; Atmospheric sciences; Environmental science; Climatology; Flux (metallurgy); Emission inventory; Latitude; Convection; Meteorology; Northern Hemisphere; Troposphere; Chemistry; Geology; Air quality index; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001658305,0.0001415899,0.00022563,5.240933e-8,0.0003777296,0.000005026113,0.00005916019,0.0001135666,0.00009675159],"category_scores_gemma":[0.00002317274,0.0001004583,0.00003866318,0.0001617863,0.0001442198,0.00008761104,0.00002574695,0.0002726847,7.438607e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004929696,"about_ca_system_score_gemma":0.0003031059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004508035,"about_ca_topic_score_gemma":0.000008850774,"domain_scores_codex":[0.9990926,0.00008254353,0.0001685702,0.0002406264,0.0002318939,0.0001837904],"domain_scores_gemma":[0.9991799,0.0002241145,0.0001263317,0.0002040781,0.0001678595,0.00009770841],"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":[0.00102095,0.0008281144,0.737236,0.003404934,0.0008159518,0.00002980609,0.008486898,0.1689996,0.02123632,0.0009384727,0.000886919,0.05611606],"study_design_scores_gemma":[0.003844974,0.00005500082,0.1041257,0.0005982711,0.0004582161,0.00001527593,0.004835097,0.8692178,0.009845508,0.003193437,0.003196764,0.0006139579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766071,0.0003998584,0.01898598,0.000504244,0.0000216793,0.0001751001,0.00004483384,0.00002120439,0.00323995],"genre_scores_gemma":[0.9969324,0.00007681291,0.001638197,0.0001751876,0.00009065239,0.0000138477,0.00002413138,0.00001027804,0.001038515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7002183,"threshold_uncertainty_score":0.4096569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121266703546892,"score_gpt":0.3343404751608173,"score_spread":0.3031278081253484,"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."}}