{"id":"W2022267580","doi":"10.1371/journal.pone.0089531","title":"Microbial Community Structure in Lake and Wetland Sediments from a High Arctic Polar Desert Revealed by Targeted Transcriptomics","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Environment and Climate Change Canada; University of Ottawa","funders":"Aboriginal Affairs and Northern Development Canada; Natural Sciences and Engineering Research Council of Canada; University of Illinois at Urbana-Champaign","keywords":"Wetland; Archaea; Methanogenesis; Biogeochemical cycle; Microbial population biology; Ecology; Ecosystem; Methanosarcina; Biology; Sediment; Environmental science; Methane; Bacteria","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":[0.00008191627,0.0002184417,0.0002758816,0.0005898778,0.000462973,0.0004569743,0.00007851632,0.0001683146,0.0002335853],"category_scores_gemma":[0.000116689,0.0001246043,0.0001307876,0.0005443962,0.0002341858,0.0001063021,0.0002525554,0.0001145576,0.00007875403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248568,"about_ca_system_score_gemma":0.0003387569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0154697,"about_ca_topic_score_gemma":0.02729681,"domain_scores_codex":[0.9999164,0.000007513202,0.000004170377,0.0000280733,0.00001958586,0.00002428473],"domain_scores_gemma":[0.9999342,0.000009461268,0.00001693725,0.000002343345,0.00002031427,0.00001681852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004393611,0.00003754496,0.178706,0.00009446176,0.00004805876,0.000197456,0.001260827,0.0003161883,0.8122321,0.00005823745,0.00007078213,0.006538968],"study_design_scores_gemma":[0.0000059056,0.00008173963,0.9854494,0.00000963826,0.00002492393,0.0001395863,0.001187349,0.000703403,0.01175071,0.00004280864,0.0005961736,0.00000827435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992872,0.00008481348,0.0001261896,0.000005649895,7.683479e-7,0.000002403751,0.0003622379,0.000002407564,0.0001284002],"genre_scores_gemma":[0.9969234,0.0002439623,0.0008323879,0.00003065085,0.000004337624,0.00001538851,0.001497637,0.00000427414,0.0004479799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0154697,"threshold_uncertainty_score":0.03075933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043338171781033,"score_gpt":0.1762979527391111,"score_spread":0.1658645710213008,"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."}}