{"id":"W4291893138","doi":"10.5194/acp-22-10389-2022","title":"Long-range transport of Asian dust to the Arctic: identification of transport pathways, evolution of aerosol optical properties, and impact assessment on surface albedo changes","year":2022,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; National Aeronautics and Space Administration","keywords":"Aerosol; Environmental science; Albedo (alchemy); Arctic; Snow; Atmospheric sciences; Asian Dust; Mineral dust; Climatology; Radiative forcing; Range (aeronautics); HYSPLIT; Meteorology; Oceanography; Geography; Geology","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":[0.0003412752,0.0004945726,0.000252797,0.0003880058,0.0004188352,0.0005928868,0.0001980567,0.0002646569,0.000403872],"category_scores_gemma":[0.0002006394,0.0001687583,0.000761554,0.0003194185,0.0001317474,0.0003013426,0.0002563244,0.0002465641,0.0000964293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006569323,"about_ca_system_score_gemma":0.0006820965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07015027,"about_ca_topic_score_gemma":0.04943223,"domain_scores_codex":[0.9999264,0.00001179417,0.000004257387,0.00002314709,0.00001451816,0.00001973442],"domain_scores_gemma":[0.9998873,0.00001553364,0.00001810295,0.000008251367,0.0000485522,0.00002228077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004120864,0.0003748367,0.8321983,0.0001507589,0.0003813783,0.0007675589,0.0002476992,0.09188371,0.05644846,0.0005274301,0.0005653687,0.01604237],"study_design_scores_gemma":[0.00003182684,0.000143436,0.5863261,0.00001869059,0.0002290789,0.00008081413,0.0005957525,0.3959364,0.01561071,0.000197893,0.0007971836,0.00003210229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998625,0.00006889253,0.0006420299,0.00001604174,0.000006669818,0.000005940943,0.00019364,0.00001714423,0.0004246275],"genre_scores_gemma":[0.9988351,0.00006996886,0.000578841,0.000005547339,0.000002850264,0.000004277096,0.0003365511,0.000006176629,0.0001606458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07015027,"threshold_uncertainty_score":0.1394839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499870278957765,"score_gpt":0.2125878957152524,"score_spread":0.1975891929256748,"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."}}