{"id":"W4313465500","doi":"10.3389/fmicb.2022.1043414","title":"Microbial diversity gradients in the geothermal mud volcano underlying the hypersaline Urania Basin","year":2022,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"European Commission; National Aeronautics and Space Administration; National Science Foundation","keywords":"Mud volcano; Microbial mat; Archaea; Geology; Halophile; Firmicutes; Geochemistry; Paleontology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001104677,0.0002572442,0.0003150675,0.0009256287,0.0004015727,0.0006109218,0.0002020048,0.0002730541,0.0003747988],"category_scores_gemma":[0.0002963142,0.0001757711,0.0001787037,0.0007003146,0.0003786415,0.0002248269,0.0006868548,0.0001494725,0.0001215348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997864,"about_ca_system_score_gemma":0.0001998341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007724577,"about_ca_topic_score_gemma":0.008517168,"domain_scores_codex":[0.9998374,0.00002348914,0.0000152461,0.0000521945,0.0000272803,0.00004431236],"domain_scores_gemma":[0.9998901,0.00001418156,0.00003050155,0.000006167299,0.00003413569,0.00002496544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003259985,0.00008473603,0.7562168,0.0001131765,0.0001372672,0.0007499264,0.005291825,0.0004455336,0.2218361,0.0001406836,0.0001465172,0.01451149],"study_design_scores_gemma":[0.000001757814,0.00004015174,0.9971629,0.000005534895,0.000009637528,0.0001178585,0.0009308265,0.0001884948,0.001249692,0.00001953095,0.0002692904,0.000004241279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996867,0.00007187642,0.00002351108,0.000007908589,7.335811e-7,0.000002460576,0.00005146814,0.000001570157,0.000153871],"genre_scores_gemma":[0.9996204,0.00006209152,0.00008716748,0.000008238896,0.000002382316,0.000005376532,0.0001084587,9.593572e-7,0.0001048797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007724577,"threshold_uncertainty_score":0.01535922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290674350524599,"score_gpt":0.2017939430906682,"score_spread":0.1888871995854222,"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."}}