{"id":"W2018849085","doi":"10.5194/cp-11-869-2015","title":"Twelve thousand years of dust: the Holocene global dust cycle constrained by natural archives","year":2015,"lang":"en","type":"article","venue":"Climate of the past","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Regione Lombardia; U.S. Department of Energy; National Science Foundation","keywords":"Ice core; Holocene; Paleoclimatology; Mineral dust; Deposition (geology); Environmental science; Physical geography; Climatology; Peat; Climate change; Natural (archaeology); Geology; Biogeochemical cycle; Earth science; Oceanography; Structural basin; Geography; Aerosol; Meteorology; Paleontology; Archaeology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000465343,0.0002154499,0.0002764645,0.001199783,0.0003850203,0.001029012,0.0003070248,0.0003212738,0.0008982748],"category_scores_gemma":[0.001657031,0.0001869108,0.0004060498,0.002104732,0.0002701789,0.0004935699,0.0006608715,0.0002337083,0.0001653682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004451219,"about_ca_system_score_gemma":0.0003176741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02476972,"about_ca_topic_score_gemma":0.03816715,"domain_scores_codex":[0.9998308,0.0000279993,0.00002007836,0.00006125368,0.0000273705,0.00003246327],"domain_scores_gemma":[0.9993005,0.0001959558,0.0001813218,0.0001184058,0.0001086441,0.00009518255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271408,0.0000269369,0.978831,0.00007509581,0.0001765502,0.0003604372,0.0002617759,0.006766424,0.001109862,0.0007041482,0.001797692,0.009763072],"study_design_scores_gemma":[0.000008587167,0.00001388932,0.9860888,0.00002585381,0.00004495069,0.0001095877,0.0002611207,0.00854163,0.0002782376,0.0005525042,0.004063543,0.00001142199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902154,0.0004464359,0.0006443844,0.0001389109,0.00001666396,0.000005926385,0.007685102,0.00003319337,0.000813967],"genre_scores_gemma":[0.9861972,0.0002575856,0.0007302843,0.00002089551,0.00001948865,0.00001425222,0.01251806,0.00001460813,0.0002276352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02476972,"threshold_uncertainty_score":0.04925108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009174320612976157,"score_gpt":0.2206876373647566,"score_spread":0.2115133167517805,"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."}}