{"id":"W2021327342","doi":"10.1111/j.1462-2920.2008.01746.x","title":"Microbial diversity and activity through a permafrost/ground ice core profile from the Canadian high Arctic","year":2008,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute; McGill University","funders":"Canadian Space Agency; Ames Research Center; National Aeronautics and Space Administration","keywords":"Permafrost; Crenarchaeota; Biology; Archaea; Temperature gradient gel electrophoresis; Library; Euryarchaeota; Ecology; Arctic; Microbial population biology; Firmicutes; Acidobacteria; Actinobacteria; Bacteria; 16S ribosomal RNA; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001848579,0.0004320967,0.000383786,0.001586888,0.001675642,0.0008861683,0.0003354923,0.0002378263,0.0004119058],"category_scores_gemma":[0.0002640928,0.0001843358,0.0002271633,0.001943914,0.0004105371,0.0001346405,0.0003354918,0.0001941384,0.00009724264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00456616,"about_ca_system_score_gemma":0.005857153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9200686,"about_ca_topic_score_gemma":0.9626267,"domain_scores_codex":[0.99967,0.000007984711,0.000009669871,0.00006450089,0.0001520318,0.00009581265],"domain_scores_gemma":[0.9996738,0.00001252239,0.00002727345,0.000004923237,0.0002120091,0.00006942217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005251291,0.00008301668,0.7360499,0.0002017587,0.0001335295,0.0004146499,0.002676648,0.000768471,0.2351883,0.0001213309,0.0004724452,0.02336491],"study_design_scores_gemma":[0.000003068708,0.00003671577,0.9931932,0.000009683291,0.00002248135,0.00007495899,0.0005574261,0.0003193884,0.004644046,0.000007492593,0.001124059,0.000007456097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976743,0.0003675918,0.0001234555,0.00001709576,0.000002124875,0.00001959702,0.001051808,0.000006560304,0.000737508],"genre_scores_gemma":[0.994682,0.0004858003,0.000977734,0.00003885121,0.00000353955,0.00001964361,0.002795043,0.000006267868,0.000991027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07993144,"threshold_uncertainty_score":0.1608043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561285031270097,"score_gpt":0.1920709184736384,"score_spread":0.1564580681609374,"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."}}