{"id":"W6889946266","doi":"10.3389/fmicb.2021.786094.s001","title":"Data_Sheet_1_Freshwater Microbial Eukaryotic Core Communities, Open-Water and Under-Ice Specialists in Southern Victoria Island Lakes (Ekaluktutiak, NU, Canada).FASTA","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Waterfowl; Ecosystem; Biogeochemical cycle; Shelf ice; Biodiversity; Aquatic ecosystem; Amplicon sequencing; Fish <Actinopterygii>","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":[0.0005868386,0.0006350057,0.0006338378,0.005528415,0.001623837,0.001613644,0.001508022,0.0003679999,0.0415885],"category_scores_gemma":[0.001582072,0.0006297193,0.0005233153,0.01145325,0.0003693888,0.0005359483,0.001021818,0.0003693299,0.006981228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008772994,"about_ca_system_score_gemma":0.01572395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.950658,"about_ca_topic_score_gemma":0.9789242,"domain_scores_codex":[0.9995323,0.00001554717,0.00005579089,0.00007271772,0.000180902,0.0001428083],"domain_scores_gemma":[0.9975994,0.0001710573,0.0002964023,0.0001151377,0.001464495,0.0003534805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004462344,0.00009676984,0.2173914,0.004207578,0.0002656554,0.0002841651,0.001509173,0.002036057,0.003259045,0.0014118,0.7238277,0.04526441],"study_design_scores_gemma":[0.0002150227,0.00002945275,0.705811,0.0006379568,0.00007497913,0.00009839123,0.0008545669,0.0007807747,0.0008103463,0.0003176226,0.2903062,0.00006362195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004766013,0.00008328213,0.00007064053,0.00002849835,0.000004557449,0.00004830722,0.992955,0.00009907735,0.001944676],"genre_scores_gemma":[0.01674325,0.0002316523,0.00125189,0.00005993172,0.000005090107,0.0003211013,0.9768991,0.00007564008,0.004412272],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04934204,"threshold_uncertainty_score":0.1391274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06696678918151047,"score_gpt":0.2719257290690051,"score_spread":0.2049589398874947,"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."}}