{"id":"W4409722450","doi":"10.1038/s41467-025-59241-z","title":"The potential for coupled organic and inorganic sulfur cycles across the terrestrial deep subsurface biosphere","year":2025,"lang":"en","type":"article","venue":"Nature Communications","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Bentham-Moxon Trust; University of Minnesota; Minnesota Department of Natural Resources; Canadian Light Source; National Science Foundation","keywords":"Biosphere; Sulfur; Terrestrial ecosystem; Environmental science; Environmental chemistry; Sulfur cycle; Earth science; Chemistry; Ecosystem; Ecology; Biology; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984435,0.0003839171,0.0001939459,0.0003611591,0.0004368623,0.0007926063,0.0003720708,0.000611553,0.001325142],"category_scores_gemma":[0.0005096727,0.0002335011,0.0002987139,0.0003448885,0.0004670504,0.000991368,0.001145741,0.0003478822,0.0001965597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071382,"about_ca_system_score_gemma":0.0005380441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271952,"about_ca_topic_score_gemma":0.003842425,"domain_scores_codex":[0.9998608,0.0000218069,0.000004452273,0.00006133641,0.00002133169,0.00003028668],"domain_scores_gemma":[0.9998224,0.00004524354,0.00004105587,0.00002303052,0.00003111498,0.0000372514],"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":[0.0002684734,0.0001140568,0.2208115,0.0005148329,0.0003858753,0.0005303823,0.0007311825,0.009210486,0.6979964,0.005960028,0.0007686961,0.06270804],"study_design_scores_gemma":[0.0000620844,0.0007035585,0.7671902,0.0001509043,0.0004175058,0.00108708,0.004950834,0.07303853,0.08758225,0.03915385,0.02554564,0.0001176653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884134,0.001182169,0.006461342,0.0005530731,0.00001923107,0.00001156442,0.0003311579,0.0001671179,0.002861019],"genre_scores_gemma":[0.9979436,0.000236884,0.00134982,0.00008075475,0.000005161759,0.000005398737,0.0001435529,0.00001060446,0.0002242047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00271952,"threshold_uncertainty_score":0.005407393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007565840409885444,"score_gpt":0.2681942983684539,"score_spread":0.2606284579585685,"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."}}