{"id":"W4224279886","doi":"10.3389/fmars.2022.872789","title":"Subsurface Microbial Community Composition in Anchialine Environments Is Influenced by Original Organic Carbon Source at Time of Deposition","year":2022,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Center for Dark Energy Biosphere Investigations; Texas Sea Grant, Texas A and M University; National Science Foundation","keywords":"Gammaproteobacteria; Anoxic waters; Microbial population biology; Organic matter; Alphaproteobacteria; Total organic carbon; Sediment; Ecology; Environmental science; Carbon cycle; Environmental chemistry; Deposition (geology); Ecosystem; Biology; Chemistry; Paleontology; 16S ribosomal RNA; 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":[0.0001260712,0.0002058435,0.0001652417,0.0004224559,0.0002881316,0.0003885894,0.00007942261,0.000149843,0.0002910549],"category_scores_gemma":[0.0002709784,0.000101633,0.0001223117,0.0003489599,0.0002697424,0.0002766056,0.0003411555,0.0001302737,0.00007015244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887791,"about_ca_system_score_gemma":0.000199565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327213,"about_ca_topic_score_gemma":0.00901471,"domain_scores_codex":[0.9999158,0.000007064918,0.000008258568,0.00003454344,0.0000132139,0.00002114899],"domain_scores_gemma":[0.9998507,0.00001498324,0.00006680428,0.000005747737,0.00003207579,0.00002971379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001787716,0.00001807647,0.5767725,0.00008918125,0.00004026344,0.0002381656,0.0008840765,0.0001449892,0.4144613,0.00005941052,0.00003344769,0.007079826],"study_design_scores_gemma":[0.000001451971,0.00004950093,0.9941368,0.00000491213,0.00001121097,0.0000989633,0.0003574099,0.0001458481,0.004908661,0.00002617751,0.0002544929,0.000004530259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994373,0.0001982575,0.0001073539,0.000008890784,0.000001742427,0.000001538124,0.0001060799,0.000002203358,0.0001366843],"genre_scores_gemma":[0.999241,0.0001793416,0.0002205157,0.00001005132,0.000003359982,0.000002701671,0.0002209182,0.000001409392,0.0001207724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005327213,"threshold_uncertainty_score":0.01059246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003383802783953244,"score_gpt":0.1922352524249713,"score_spread":0.188851449641018,"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."}}