{"id":"W4380885283","doi":"10.1186/s40793-023-00509-6","title":"Distinct taxonomic and functional profiles of high Arctic and alpine permafrost-affected soil microbiomes","year":2023,"lang":"en","type":"article","venue":"Environmental Microbiome","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Swiss Federal Institute for Forest, Snow and Landscape Research; Eidgenössische Technische Hochschule Zürich; BNP Paribas Cardif; Génome Québec; McGill University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Swiss Polar Institute; Aarhus Universitet; National Science Foundation","keywords":"Permafrost; Microbiome; Arctic; Ecology; Biodiversity; Environmental science; Biology; Geography; Bioinformatics","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":[0.0003063245,0.0003262532,0.0003370236,0.00123207,0.0004864888,0.0007629876,0.0001236878,0.0002909004,0.0006308291],"category_scores_gemma":[0.0003261238,0.00009751667,0.0002860083,0.00119109,0.0002873498,0.0002423634,0.0005530527,0.0001641793,0.0001332318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001946093,"about_ca_system_score_gemma":0.0003163769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005225802,"about_ca_topic_score_gemma":0.007617922,"domain_scores_codex":[0.9997028,0.00003368307,0.00002023738,0.0001050583,0.00006153264,0.00007675445],"domain_scores_gemma":[0.9997554,0.00003777607,0.00008498726,0.000012029,0.00006557856,0.00004419588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007002636,0.00007395764,0.6264613,0.0004121377,0.0002707563,0.0003373435,0.001645954,0.0005201707,0.3455905,0.0001473064,0.0003253626,0.02351505],"study_design_scores_gemma":[0.000003626767,0.00005719711,0.9937023,0.00002228491,0.00004767803,0.0002387831,0.0006998578,0.0003370829,0.003714485,0.00005203809,0.001116733,0.000008023301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973615,0.0006675656,0.0002213101,0.00001854209,0.000003067185,0.000005888689,0.001379366,0.000008947662,0.000333719],"genre_scores_gemma":[0.9946269,0.0005332998,0.0009765738,0.00005263736,0.000009102985,0.0000185208,0.003484151,0.000009122017,0.000289617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005225802,"threshold_uncertainty_score":0.01039076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136561152053272,"score_gpt":0.1799495736638286,"score_spread":0.1662934584585014,"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."}}