{"id":"W4407079267","doi":"10.1007/s00550-025-00560-6","title":"Sustainability Nexus AID: soil health","year":2025,"lang":"en","type":"article","venue":"Sustainability Nexus Forum","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"HORIZON EUROPE Framework Programme; European Commission; Global Affairs Canada; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; Technische Universität Hamburg","keywords":"Nexus (standard); Sustainability; Water security; Sustainable land management; Food security; Environmental resource management; Natural resource; Soil health; Soil governance; Environmental planning; Environmental science; Business; Land use; Geography; Engineering; Water resources; Land management; Agriculture; Soil water; Ecology; Soil organic matter; Civil engineering; Soil science; 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":[0.01003605,0.0008693989,0.0004744261,0.003501754,0.001175202,0.005449967,0.001784663,0.001386807,0.02241944],"category_scores_gemma":[0.01308481,0.0002396174,0.0003685248,0.003289366,0.001242635,0.003176775,0.008186965,0.001702757,0.002880472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003257736,"about_ca_system_score_gemma":0.01267088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042763,"about_ca_topic_score_gemma":0.007093355,"domain_scores_codex":[0.9943866,0.002603687,0.000220096,0.0002876765,0.001930153,0.0005718278],"domain_scores_gemma":[0.9866802,0.003290231,0.001315583,0.001071189,0.005329742,0.002313027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003308938,0.0003958672,0.03584629,0.001721474,0.00008865609,0.0002590503,0.0007155784,0.01297822,0.001548704,0.1247997,0.3373638,0.4839518],"study_design_scores_gemma":[0.00005700193,0.0001680157,0.01954876,0.001350382,0.00002705618,0.0001292944,0.001529594,0.01312001,0.003748599,0.05454996,0.9057075,0.00006379172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0604125,0.01055789,0.1058048,0.08649541,0.004364882,0.00248358,0.06307821,0.006938003,0.6598647],"genre_scores_gemma":[0.7138397,0.01103148,0.1330204,0.00861996,0.001386529,0.003048244,0.05036065,0.0007945488,0.07789845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02241944,"threshold_uncertainty_score":0.07500052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00771912407799493,"score_gpt":0.2586965636189466,"score_spread":0.2509774395409517,"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."}}