{"id":"W4394753296","doi":"10.1038/s41477-024-01670-7","title":"Hotspots of biogeochemical activity linked to aridity and plant traits across global drylands","year":2024,"lang":"en","type":"article","venue":"Nature Plants","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; Agencia Estatal de Investigación; Ministerio de Ciencia e Innovación; Fundamental Research Funds for the Central Universities; Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China; European Commission; Generalitat Valenciana; Hermon Slade Foundation; National Science Foundation","keywords":"Herbivore; Arid; Grazing; Grazing pressure; Perennial plant; Shrub; Overgrazing; Ecology; Biodiversity; Biology; Soil fertility; Agroforestry; Ecosystem; Ecosystem services; Geography; Agronomy; Soil water","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":[0.0002461918,0.0001349773,0.0002632845,0.001491044,0.0003713421,0.0005422294,0.0001737145,0.000158643,0.001602607],"category_scores_gemma":[0.0004429693,0.0001414333,0.0002505078,0.001419664,0.0004921718,0.0003620491,0.0008735725,0.0001942554,0.00009904103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201895,"about_ca_system_score_gemma":0.0001499296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004183392,"about_ca_topic_score_gemma":0.01288691,"domain_scores_codex":[0.9998455,0.00003112255,0.00001023251,0.00005797896,0.00001197228,0.00004323638],"domain_scores_gemma":[0.9993582,0.0001463798,0.0002723756,0.00005443218,0.00004440075,0.0001241624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304272,0.00001275945,0.9887431,0.00003402397,0.0001430303,0.00007134428,0.0005971593,0.00008133153,0.007050943,0.0001851333,0.00007914688,0.002871727],"study_design_scores_gemma":[0.000001619527,0.000005822931,0.9994189,0.000001842396,0.00001135332,0.00003481449,0.0003009031,0.00003935811,0.00006423114,0.00004281786,0.00007719889,0.000001212524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994855,0.00009507224,0.0000669555,0.00001569492,9.564799e-7,0.000001088882,0.0001298547,0.000002337391,0.0002025985],"genre_scores_gemma":[0.9996674,0.0000381902,0.00004648126,0.000009477227,0.000002870023,0.000002031616,0.0001377529,0.000001232898,0.0000946021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004183392,"threshold_uncertainty_score":0.008318067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007013598209080516,"score_gpt":0.2751831429458256,"score_spread":0.2681695447367451,"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."}}