{"id":"W2519912158","doi":"10.1038/srep31312","title":"Environmental selection of planktonic methanogens in permafrost thaw ponds","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; ArcticNet; Compute Canada","keywords":"Permafrost; Archaea; Thaumarchaeota; Methanomicrobiales; Subarctic climate; Crenarchaeota; Ecology; Euryarchaeota; Plankton; Biology; Biodiversity; Community structure; Anoxic waters; Environmental science; Methane; Methanogenesis; 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":[0.0001485839,0.0001666131,0.0002596313,0.0005385428,0.0007551537,0.0004754132,0.0001806362,0.0001661297,0.0006059039],"category_scores_gemma":[0.0002758924,0.0001662032,0.0001172449,0.0004459301,0.0004872239,0.0001641246,0.0003888797,0.000139088,0.0001079821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009312633,"about_ca_system_score_gemma":0.0008478218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05108459,"about_ca_topic_score_gemma":0.172119,"domain_scores_codex":[0.999853,0.00001504249,0.000007469731,0.00004162747,0.00003340083,0.00004946049],"domain_scores_gemma":[0.9997926,0.00002760656,0.0000617195,0.000009227246,0.00004316056,0.00006564439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004997021,0.0000527288,0.6631421,0.00004885992,0.00002969145,0.0002752398,0.001223485,0.0002213785,0.3281868,0.00003636658,0.0000712273,0.006212355],"study_design_scores_gemma":[0.000002621697,0.00004837877,0.9963424,0.000001553621,0.000003266241,0.00004956923,0.0003985228,0.0001211498,0.002920659,0.00000804857,0.0001009813,0.000002891534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997424,0.00002152581,0.00003608052,0.000002698627,3.251255e-7,0.00000226937,0.00007539459,0.000002315737,0.0001168954],"genre_scores_gemma":[0.9992877,0.00003103834,0.0001693415,0.00001107505,8.023299e-7,0.000005194804,0.0002692966,0.000002043962,0.0002235459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05108459,"threshold_uncertainty_score":0.1015745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007134146690219005,"score_gpt":0.205155643812141,"score_spread":0.198021497121922,"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."}}