{"id":"W4385638838","doi":"10.1007/s00374-023-01760-2","title":"Redox controls on anaerobic ammonium oxidation coupled to reduction of natural organic matter in paddy ecosystems","year":2023,"lang":"en","type":"article","venue":"Biology and Fertility of Soils","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft","keywords":"Redox; Chemistry; Electron acceptor; Anaerobic exercise; Ammonium; Organic matter; Environmental chemistry; Electron transfer; Ammonia; Inorganic chemistry; Photochemistry; Organic chemistry; Biology","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":[0.0002035414,0.0001830302,0.0001625781,0.0002437722,0.0003057914,0.000477758,0.0002938745,0.0002461251,0.0005449192],"category_scores_gemma":[0.0002114653,0.0001615059,0.00010467,0.0001536107,0.0003532637,0.0001985502,0.0003333573,0.0002125632,0.00006700388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008578447,"about_ca_system_score_gemma":0.0003684379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007045021,"about_ca_topic_score_gemma":0.009772878,"domain_scores_codex":[0.9999256,0.00001292917,0.000005648471,0.00001900975,0.00001213547,0.000024674],"domain_scores_gemma":[0.9999008,0.0000414947,0.00001360033,0.0000043895,0.00001680448,0.00002283906],"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":[0.001445617,0.0000670205,0.01120485,0.0001020084,0.00002758673,0.0002259801,0.0001995599,0.001281425,0.9794646,0.0006989084,0.0001331342,0.005149384],"study_design_scores_gemma":[0.0001536714,0.001045946,0.23921,0.00002238775,0.00006451346,0.0003268993,0.001276884,0.01647909,0.7366349,0.002017359,0.002722899,0.00004534239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988512,0.0002121002,0.0002479483,0.00004160647,0.00000648779,0.000003915738,0.00005412913,0.00000915242,0.0005735853],"genre_scores_gemma":[0.9994563,0.00008270348,0.00009844744,0.00001984299,0.000001800116,0.000002891639,0.00003836212,0.000001463682,0.0002982624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007045021,"threshold_uncertainty_score":0.01400805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008242796881495512,"score_gpt":0.2283782063139723,"score_spread":0.2201354094324768,"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."}}