{"id":"W4388023630","doi":"10.1029/2023gb007744","title":"Central Role of Nitrogen Fertilizer Relative to Water Management in Determining Direct Nitrous Oxide Emissions From Global Rice‐Based Ecosystems","year":2023,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Environmental science; Fertilizer; Ecosystem; Biogeochemical cycle; Nitrous oxide; Agriculture; Greenhouse gas; Paddy field; Agronomy; Irrigation; Agroecosystem; Nitrogen; Atmospheric sciences; Environmental chemistry; Ecology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003871547,0.0004429226,0.0001665108,0.0002454518,0.0001675444,0.0003631399,0.000177329,0.0002928547,0.0003049405],"category_scores_gemma":[0.00041555,0.0001302727,0.000319318,0.0002802372,0.0002548778,0.0005288301,0.0002367991,0.0001316339,0.0000449893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006918405,"about_ca_system_score_gemma":0.000485746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923088,"about_ca_topic_score_gemma":0.02302561,"domain_scores_codex":[0.9998915,0.00001768013,0.000005851086,0.00005358472,0.00001733737,0.0000140765],"domain_scores_gemma":[0.9998986,0.00004264911,0.00002408537,0.000006839238,0.00002092617,0.000006932626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003222797,0.0000818503,0.672833,0.0002392309,0.0002406423,0.0003458585,0.0000931215,0.1158791,0.1793735,0.000643109,0.0002218324,0.02972641],"study_design_scores_gemma":[0.00003572828,0.0001534524,0.7263479,0.00003307459,0.0001550043,0.0000834873,0.0003293203,0.2372557,0.03318638,0.001032792,0.001351647,0.00003558465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973474,0.0002342064,0.001409905,0.00003471968,0.00000679975,0.000009976444,0.0001657959,0.00001831727,0.0007729734],"genre_scores_gemma":[0.9990745,0.0001398256,0.0006053254,0.000009180598,0.000001096534,0.000004615308,0.00007827522,0.000003513386,0.0000837052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01923088,"threshold_uncertainty_score":0.03823787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008871217308024221,"score_gpt":0.2304316564663619,"score_spread":0.2215604391583376,"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."}}