{"id":"W4376225928","doi":"10.1021/acs.est.3c00407","title":"Exogenous Electroactive Microbes Regulate Soil Geochemical Properties and Microbial Communities by Enhancing the Reduction and Transformation of Fe(III) Minerals","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ministry of Science and Technology of the People's Republic of China; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Environmental chemistry; Microbial population biology; Ferrihydrite; Chemistry; Firmicutes; Proteobacteria; Soil water; Bacteria; Microorganism; Ecology; Biology; Biochemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004022724,0.000125118,0.0001258153,0.0001159245,0.0004679293,0.00002844963,0.0002391761,0.00009802263,0.00004605599],"category_scores_gemma":[0.0000070448,0.00009206461,0.0000173866,0.0005098127,0.003613051,0.0002980252,0.0002516809,0.000144362,0.00001292153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435242,"about_ca_system_score_gemma":0.000009540014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004539138,"about_ca_topic_score_gemma":0.0001259282,"domain_scores_codex":[0.9990393,0.00003285557,0.0002166947,0.0002284879,0.0001804692,0.0003021724],"domain_scores_gemma":[0.9996995,0.00001309932,0.00009294418,0.0001566782,0.000003268392,0.00003450517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001469236,0.00002645212,0.0003980277,0.000006111137,0.000003306543,1.759729e-7,0.002697741,0.00003030948,0.9928581,0.00001035464,0.0001544524,0.0038003],"study_design_scores_gemma":[0.0001677524,0.00009701055,0.0009728398,0.00001019311,0.00001007636,0.00005213324,0.004294356,0.000279908,0.9932007,0.0001552948,0.0006462852,0.0001134784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984258,0.0002146234,0.00002834778,0.0008555512,0.00003904149,0.0002724505,0.00001209228,0.00004404333,0.0001080568],"genre_scores_gemma":[0.9988607,0.0008471924,0.00006984192,0.00003320519,0.000009947686,0.00001465201,0.00001840286,0.000006681983,0.0001393678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003686821,"threshold_uncertainty_score":0.9990985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006636910247334234,"score_gpt":0.1761538449552279,"score_spread":0.1695169347078937,"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."}}