{"id":"W2260387185","doi":"10.14644/dust.2014.044","title":"Evaluation of aeolian dust records obtained from Polar Ice Cores","year":2014,"lang":"en","type":"article","venue":"Bern Open Repository and Information System (University of Bern)","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Fonds Wetenschappelijk Onderzoek; Natural Resources Canada; Centre National de la Recherche Scientifique; Korea Polar Research Institute; Agence Nationale de la Recherche; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Institut Polaire Français Paul Emile Victor; National Institute of Polar Research; Office of Polar Programs; Fonds De La Recherche Scientifique - FNRS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Ice core; Aeolian processes; Coulter counter; Environmental science; Polar; Remote sensing; Extinction (optical mineralogy); Mineralogy; Geology; Meteorology; Atmospheric sciences; Climatology; Physics; Geomorphology; Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005306648,0.0002169026,0.0001665946,0.002185786,0.0002885269,0.00038169,0.0001585275,0.0001711626,0.0005178852],"category_scores_gemma":[0.0007461449,0.00008291232,0.0001457612,0.001099092,0.0001514472,0.0001443719,0.000316952,0.0001061009,0.0002011971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292793,"about_ca_system_score_gemma":0.0001933038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008619096,"about_ca_topic_score_gemma":0.01962123,"domain_scores_codex":[0.9997677,0.00003495412,0.00003275088,0.00005281998,0.00008086973,0.00003076297],"domain_scores_gemma":[0.9993661,0.0001056135,0.00009325016,0.00005853533,0.0003208599,0.00005561916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001318142,0.0001322991,0.7252694,0.0002724972,0.0001573537,0.001060432,0.001156793,0.002832135,0.1898671,0.0002236084,0.0005841791,0.07712597],"study_design_scores_gemma":[0.000004484251,0.00006620998,0.9874089,0.00001021308,0.00001811486,0.0001142,0.0001363132,0.001294879,0.009977018,0.00001130604,0.0009536274,0.000004715013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967933,0.0001525795,0.0005527598,0.000006574425,0.000004702627,0.00002177785,0.001076202,0.00002365147,0.001368299],"genre_scores_gemma":[0.9920052,0.0002495404,0.002704048,0.000007379752,0.00001115285,0.00002401353,0.004057073,0.00001885696,0.0009229082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008619096,"threshold_uncertainty_score":0.01713789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399285554921311,"score_gpt":0.1880808354201014,"score_spread":0.1740879798708883,"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."}}