{"id":"W3153503257","doi":"10.3389/fmicb.2021.658988","title":"Rock-Hosted Subsurface Biofilms: Mineral Selectivity Drives Hotspots for Intraterrestrial Life","year":2021,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Institute for Nanotechnology, Northwestern University; Division of Electrical, Communications and Cyber Systems; Materials Research Science and Engineering Center, Harvard University; Nuclear Safety and Security Commission; Canadian Institute for Advanced Research; Northwestern University; W. M. Keck Foundation; Division of Materials Research; National Aeronautics and Space Administration; National Science Foundation","keywords":"Biogeochemical cycle; Geomicrobiology; Biofilm; Pyrite; Biomass (ecology); Bioleaching; Geology; Microbial mat; Earth science; Microbial population biology; Mineral; Sulfide minerals; Mineralization (soil science); Geochemistry; Environmental science; Environmental chemistry; Ecology; Soil science; Microbial ecology; Chemistry; Oceanography; Biology; Soil water","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":[0.0002263657,0.0002534979,0.0002798423,0.0003107598,0.0003143954,0.0007769853,0.0002695601,0.0004460419,0.0006201037],"category_scores_gemma":[0.0006995372,0.0002175092,0.0003164173,0.0003360544,0.0002843219,0.0006845763,0.0007854376,0.0003774263,0.0001213392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004338825,"about_ca_system_score_gemma":0.0003374019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006081291,"about_ca_topic_score_gemma":0.01033198,"domain_scores_codex":[0.9998503,0.00001479327,0.000007300086,0.000073225,0.00002483172,0.00002966694],"domain_scores_gemma":[0.9997503,0.00006707116,0.00008333373,0.00002722171,0.00003791791,0.0000341659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002257968,0.000103968,0.6663392,0.0002014116,0.00009341168,0.0001467393,0.000616466,0.01350289,0.2942035,0.001286971,0.0004364921,0.02284325],"study_design_scores_gemma":[0.00001470195,0.0001320367,0.8762963,0.00003774838,0.00005664347,0.0001594026,0.001161722,0.0831807,0.03454404,0.00232794,0.002047899,0.00004087852],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973431,0.0001386858,0.001890505,0.00007082587,0.00000281998,0.000003505154,0.0001627547,0.00002390151,0.0003638672],"genre_scores_gemma":[0.9983821,0.00007158928,0.001295293,0.00001926281,0.000001323791,0.000004004732,0.0001334218,0.000007487364,0.00008557418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006081291,"threshold_uncertainty_score":0.01209176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009432327136186518,"score_gpt":0.2219333018161137,"score_spread":0.2125009746799272,"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."}}