{"id":"W4364352002","doi":"10.1111/gcb.16715","title":"Global variations and controlling factors of anammox rates","year":2023,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Anammox; Ammonium; Environmental science; Environmental chemistry; Ecosystem; Nitrogen cycle; Terrestrial ecosystem; Nitrite; Soil carbon; Nitrogen; Chemistry; Ecology; Nitrate; Denitrification; Soil science; Soil water; Biology; Denitrifying 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":[0.0007407131,0.0003422482,0.000353284,0.001155496,0.0001627824,0.0004925926,0.0001900701,0.0002180871,0.0007295923],"category_scores_gemma":[0.001525085,0.00017084,0.0005950913,0.00182301,0.0003122694,0.0005101025,0.0003291022,0.0002022567,0.0001687979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533949,"about_ca_system_score_gemma":0.0001716185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005329869,"about_ca_topic_score_gemma":0.005210851,"domain_scores_codex":[0.999684,0.00005632432,0.00002282799,0.0001667764,0.00003259124,0.00003756014],"domain_scores_gemma":[0.9986337,0.000400926,0.0003865017,0.0002003342,0.0002917993,0.00008674061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004082947,0.000006018311,0.9813688,0.0000673703,0.0003843422,0.00006076545,0.0001612584,0.001645875,0.005163212,0.0002304175,0.0002468064,0.01062428],"study_design_scores_gemma":[0.000001186158,0.000007476059,0.998414,0.00000365004,0.00004106468,0.00002855344,0.00006085548,0.0006385127,0.0002513217,0.00009711072,0.0004513749,0.000004842777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943403,0.001402666,0.001115894,0.00008080691,0.00001484574,0.000006833448,0.001368868,0.00006781703,0.001602038],"genre_scores_gemma":[0.998874,0.0001929604,0.0002167994,0.000008402762,0.000007560571,0.000003931098,0.0006074951,0.00001088966,0.00007796914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005329869,"threshold_uncertainty_score":0.01059771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405587270946073,"score_gpt":0.2830697818585854,"score_spread":0.2425110547639782,"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."}}