{"id":"W3174690297","doi":"10.5194/egusphere-egu21-8030","title":"Sea ice protists in arctic marine sedaDNA records: origins, diversity, and vertical export of DNA from the sea surface to the seafloor&amp;#160;","year":2021,"lang":"en","type":"article","venue":"","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Oceanography; Sea ice; Marine ecosystem; Arctic; Seafloor spreading; Arctic ice pack; Climate change; Geology; Biogeochemical cycle; Ecosystem; Biology; 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":[0.000247933,0.0001921828,0.0001699001,0.001692886,0.0005401056,0.0006114175,0.0002506382,0.0001852588,0.0006195036],"category_scores_gemma":[0.0004769508,0.0001192553,0.0001506648,0.001662837,0.0006379638,0.0002307704,0.0005480217,0.0001739975,0.0002797236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839037,"about_ca_system_score_gemma":0.0002884914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03279764,"about_ca_topic_score_gemma":0.1008223,"domain_scores_codex":[0.9998736,0.00001463506,0.00001132315,0.00005229246,0.00002491993,0.00002315128],"domain_scores_gemma":[0.9996116,0.00005557471,0.0001359093,0.00002805893,0.0001080261,0.00006084392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002715,0.0000154468,0.945966,0.00004090748,0.00004935881,0.0001118305,0.003231808,0.0001193122,0.03752785,0.0001583454,0.00009154513,0.01258731],"study_design_scores_gemma":[7.113207e-7,0.00001554062,0.9981381,0.000007780302,0.000006616061,0.00006084632,0.0003917609,0.00008740061,0.0004981573,0.00001922278,0.0007720187,0.000002013089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986325,0.0002566658,0.0001161409,0.00001020192,0.000002461773,0.000002033444,0.000395189,0.000002304611,0.0005824476],"genre_scores_gemma":[0.9970015,0.0003246328,0.0006801377,0.000030459,0.000008736277,0.00000903531,0.001126881,0.000005460623,0.0008130852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03279764,"threshold_uncertainty_score":0.06521344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224487666466177,"score_gpt":0.2200475095130419,"score_spread":0.1975987428664241,"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."}}