{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008230362,0.00007559299,0.0001849065,0.00001204694,0.0002347123,0.00005313251,0.0002633319,0.0000780175,0.000300019],"category_scores_gemma":[0.00002005702,0.00007914582,0.00003539033,0.00009391239,0.00007111568,0.001915712,0.0000402418,0.0000496423,0.0000211349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001342538,"about_ca_system_score_gemma":0.00007184177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677875,"about_ca_topic_score_gemma":0.0002465477,"domain_scores_codex":[0.9990761,0.000154464,0.0002279782,0.0001014194,0.0003612628,0.0000787579],"domain_scores_gemma":[0.9990257,0.00006161902,0.0004287614,0.0001721099,0.0002420973,0.00006972913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008234906,0.00004057486,0.8945177,0.0006893846,0.000298709,0.000004526172,0.01227576,0.003184626,0.001202045,0.000791011,0.00149733,0.0846749],"study_design_scores_gemma":[0.002074369,0.0001501831,0.8677542,0.0002969183,0.0002331431,0.00002422348,0.023706,0.09615156,0.001861655,0.00005391015,0.007430473,0.000263374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798226,0.0000319123,0.0006248612,0.0000287364,0.0001271516,0.0001922668,0.0001000486,0.00001316352,0.1190593],"genre_scores_gemma":[0.9986875,0.000004924744,0.0006343076,0.00001393563,0.00002977573,9.562821e-8,0.0001618724,9.411337e-7,0.0004666545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188649,"threshold_uncertainty_score":0.9897686,"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."}}