{"id":"W2102153636","doi":"10.5194/acp-15-12487-2015","title":"A multi-year study of lower tropospheric aerosol variability and systematic relationships from four North American regions","year":2015,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Climate Program Office; Science and Technology Directorate; National Oceanic and Atmospheric Administration; Appalachian State University; U.S. Department of Energy","keywords":"Aerosol; Single-scattering albedo; Environmental science; Atmospheric sciences; Context (archaeology); Albedo (alchemy); Climatology; Troposphere; Mineral dust; Particulates; Meteorology; Geography; Chemistry; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004360546,0.0001926841,0.0001888653,0.0006732836,0.0006298418,0.0003553736,0.0002059911,0.0001948324,0.000371424],"category_scores_gemma":[0.0003542854,0.0001504737,0.0002091436,0.00106994,0.0001405916,0.000248826,0.0002865591,0.0001927379,0.0000904504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006162734,"about_ca_system_score_gemma":0.00054898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1541676,"about_ca_topic_score_gemma":0.314031,"domain_scores_codex":[0.9998407,0.00002675312,0.0000101715,0.00005520428,0.00004119491,0.00002585569],"domain_scores_gemma":[0.9995717,0.00007245337,0.00009713676,0.00003525153,0.0001588552,0.00006457745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004733914,0.00005923281,0.9913144,0.00001368841,0.00008869362,0.0001031402,0.0004202473,0.000150901,0.002507083,0.00001176945,0.0002715003,0.005012126],"study_design_scores_gemma":[5.735946e-7,0.000006077813,0.9994897,9.232092e-7,0.000008057632,0.00001378758,0.00008392523,0.00009262138,0.00006575141,0.000001626174,0.0002361046,9.020623e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999083,0.00008019157,0.00009498539,0.00001531898,0.00000246351,0.000005780315,0.0005033754,0.000003278026,0.0002115226],"genre_scores_gemma":[0.9973603,0.0001099313,0.0002904138,0.00002553535,0.000009181485,0.00002429069,0.001819931,0.00000286754,0.0003574597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1541676,"threshold_uncertainty_score":0.3065405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675406784685442,"score_gpt":0.2166390686742767,"score_spread":0.1898850008274223,"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."}}