{"id":"W4235264292","doi":"10.5194/acp-2020-587","title":"Comparison of Chemical Lateral Boundary Conditions for Air Quality Predictions over the Contiguous United States during Intrusion Events","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; National Aeronautics and Space Administration","keywords":"CMAQ; Air quality index; Inflow; Environmental science; Chemical transport model; Boundary (topology); Intrusion; Meteorology; Ozone; Atmospheric sciences; Geography; Geology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006367691,0.0005352112,0.0003432092,0.000392836,0.0004430214,0.0006470233,0.0004282766,0.0006275256,0.000520999],"category_scores_gemma":[0.00159782,0.0002609243,0.000494036,0.0003544445,0.0002522853,0.0004444801,0.0003318527,0.0003806962,0.00009044834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392273,"about_ca_system_score_gemma":0.001453783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3860185,"about_ca_topic_score_gemma":0.1872272,"domain_scores_codex":[0.9998399,0.00004031497,0.00001181112,0.00005078561,0.0000326789,0.00002449348],"domain_scores_gemma":[0.9994717,0.0001835545,0.00005661849,0.00003304912,0.0001998185,0.00005528983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002753896,0.0001686148,0.1417783,0.00002464125,0.00008520212,0.00008762182,0.00006833118,0.845449,0.003031733,0.0002889837,0.0006748806,0.008067337],"study_design_scores_gemma":[0.00002809669,0.0000291559,0.02319779,0.000003768387,0.00001412211,0.000003350536,0.00003875096,0.9757603,0.0007460736,0.00004624835,0.0001241591,0.00000820668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973362,0.00004971231,0.001383519,0.00007328732,0.00001178505,0.00001034262,0.0003332291,0.0001491825,0.000652723],"genre_scores_gemma":[0.9985971,0.0000135413,0.0008169551,0.0000117867,0.000002559738,0.00000558153,0.0004702691,0.000007885323,0.00007426761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3860185,"threshold_uncertainty_score":0.7675431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421391585180842,"score_gpt":0.3074808997519118,"score_spread":0.2732669839001034,"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."}}