{"id":"W4220775090","doi":"10.5194/egusphere-egu22-9364","title":"Exploring the use of diatoms as a new environmental proxy in Arctic coastal ice cores - A first case study using the RECAP ice core","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diatom; Ice core; Plankton; Oceanography; Biogenic silica; Sea ice; Nitzschia; Arctic; Benthic zone; Algae; Arctic ice pack; Meltwater; Biology; Ecology; Phytoplankton; Glacial period; Geology; Paleontology","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":[0.0008531107,0.000368528,0.0002498473,0.00113502,0.0006915906,0.001102815,0.0003310342,0.0003483729,0.0002686024],"category_scores_gemma":[0.001081084,0.0001714023,0.0002909337,0.001207427,0.0003641119,0.0003658391,0.000492823,0.0002863338,0.0001159231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007390044,"about_ca_system_score_gemma":0.000496593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04737205,"about_ca_topic_score_gemma":0.1782905,"domain_scores_codex":[0.9997776,0.00006316555,0.00001644193,0.00006143211,0.00004184252,0.00003946471],"domain_scores_gemma":[0.999216,0.0002432276,0.0001705582,0.0000550405,0.000244712,0.0000704854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027526,0.00006163408,0.9624965,0.00009923051,0.00007708883,0.0009971095,0.002959189,0.0007596816,0.01113401,0.000243239,0.0003011746,0.02076835],"study_design_scores_gemma":[0.000003377567,0.00007479548,0.986972,0.00007208469,0.00005026787,0.0004648134,0.003192819,0.002495992,0.002708256,0.00006948228,0.00388047,0.00001562452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966209,0.0005325302,0.0007114703,0.00003814381,0.000006820474,0.00001777198,0.0003273049,0.00000597713,0.001739216],"genre_scores_gemma":[0.9883912,0.0007403501,0.009045777,0.00008022713,0.00002444065,0.00002301865,0.0009258953,0.00001854309,0.0007506854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04737205,"threshold_uncertainty_score":0.09419262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2549039595806105,"score_gpt":0.3073483330352845,"score_spread":0.05244437345467401,"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."}}