{"id":"W4385364948","doi":"10.3390/genes14081529","title":"Deep Isolated Aquifer Brines Harbor Atypical Halophilic Microbial Communities in Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"Genes","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Géomatique du Québec; Ministère des Ressources naturelles et des Forêts (Québec); Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Groupe de recherche interuniversitaire en limnologie; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Halophile; Biogeochemical cycle; Archaea; Biology; Microbial ecology; Aquifer; Ecology; Extremophile; Microbial population biology; Anoxic waters; Groundwater; Microorganism; Bacteria; Geology; 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":[0.0001763186,0.0003055743,0.0002720721,0.001447181,0.002199485,0.0009394371,0.0005221178,0.0003514696,0.002131223],"category_scores_gemma":[0.0004388051,0.0002095739,0.0001467251,0.001745095,0.0007546131,0.0002594834,0.0004442339,0.0003040434,0.0002303283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01246854,"about_ca_system_score_gemma":0.008098498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846857,"about_ca_topic_score_gemma":0.9951106,"domain_scores_codex":[0.9997087,0.00001117148,0.00001012301,0.0000792962,0.0000778354,0.0001128843],"domain_scores_gemma":[0.9995029,0.00003865071,0.0000722658,0.00001257627,0.0002729453,0.0001005404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003114016,0.0001305177,0.8597798,0.000189872,0.0001024552,0.000929811,0.007739807,0.0007751652,0.09608179,0.0004152267,0.001579333,0.03196486],"study_design_scores_gemma":[0.000005856676,0.0000315864,0.9935507,0.00002554276,0.00001641401,0.00009470368,0.002022462,0.0003593873,0.001469947,0.00002418111,0.0023839,0.00001530244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947024,0.0004949892,0.0002824591,0.00009212081,0.000005033524,0.00003262142,0.001700772,0.00002249815,0.002667222],"genre_scores_gemma":[0.9959297,0.0002510885,0.0003575345,0.00005856928,0.000001892546,0.00001285361,0.0008077549,0.00000724759,0.00257336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531434,"threshold_uncertainty_score":0.09046596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135457438456185,"score_gpt":0.2063172966977981,"score_spread":0.1949627223132362,"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."}}