{"id":"W4403557335","doi":"10.1111/gcb.17537","title":"Global Ecosystem Nitrogen Cycling Reciprocates Between Land‐Use Conversion and Its Reversal","year":2024,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Ecosystem; Environmental science; Nitrification; Nitrogen cycle; Cycling; Denitrification; Nitrous oxide; Terrestrial ecosystem; Nutrient cycle; Carbon cycle; Leaching (pedology); Land use, land-use change and forestry; Land use; Ecology; Nitrogen; Environmental chemistry; Soil science; Chemistry; Soil water; Biology; Geography; Forestry","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":[0.0002761482,0.0001452857,0.0001559657,0.0003113523,0.0001727476,0.0004353971,0.0001246949,0.0001550155,0.0009005634],"category_scores_gemma":[0.000643371,0.0000964706,0.0002306289,0.0004275251,0.0005292419,0.0003328695,0.000382751,0.0001430608,0.0001415463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377727,"about_ca_system_score_gemma":0.0002791377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394799,"about_ca_topic_score_gemma":0.008865126,"domain_scores_codex":[0.9998649,0.00002506721,0.00001243724,0.00005262323,0.00002170137,0.00002322007],"domain_scores_gemma":[0.9996704,0.00004347638,0.0001478279,0.00005837813,0.00005398564,0.00002606512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001805119,0.00004099014,0.9333841,0.00008148436,0.000213416,0.000136251,0.0003054386,0.001844046,0.03447986,0.0007368083,0.000233175,0.02836387],"study_design_scores_gemma":[0.000002197935,0.00002976532,0.9973354,0.000003973226,0.00001574574,0.00004244811,0.0001286254,0.0007278569,0.00081743,0.0002959827,0.0005968466,0.000003813246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980212,0.0001760049,0.0004776583,0.00004140564,0.000004332201,0.000006800199,0.0001035499,0.00001419946,0.001154874],"genre_scores_gemma":[0.9995481,0.00006955644,0.0001400995,0.00001645599,0.000002246762,0.000002832661,0.00007210523,0.000002290016,0.0001462371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004394799,"threshold_uncertainty_score":0.008738458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05385246557788774,"score_gpt":0.2686398431290307,"score_spread":0.214787377551143,"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."}}