{"id":"W2999852864","doi":"","title":"Climate variability induced shifts in nitrogen loading from terrestrial to aquatic ecosystems","year":2021,"lang":"en","type":"article","venue":"Journal of Geography & Natural Disasters","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Aquatic ecosystem; Environmental science; Terrestrial ecosystem; Eutrophication; Freshwater ecosystem; Marine ecosystem; Nitrogen; Climate change; Nitrogen cycle; Nutrient; Ecology; Biology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008640492,0.00008388446,0.0000961069,0.0002096735,0.0001857268,0.0002520293,0.00008174578,0.00009006173,0.0003582257],"category_scores_gemma":[0.0002030386,0.00005998515,0.0001042664,0.0003764053,0.0002083846,0.00008050224,0.000152307,0.0001281729,0.00003813743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007110016,"about_ca_system_score_gemma":0.00039869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07321531,"about_ca_topic_score_gemma":0.1295819,"domain_scores_codex":[0.9999489,0.000008116676,0.000003100275,0.00001681218,0.00001158936,0.00001154775],"domain_scores_gemma":[0.9998782,0.00001994826,0.00004271532,0.00001126244,0.00003010337,0.00001780785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522388,0.00003647806,0.9286049,0.00003360683,0.00006269893,0.00012747,0.0002466879,0.001857342,0.06330395,0.0001249527,0.0002598352,0.005189943],"study_design_scores_gemma":[9.649018e-7,0.000007455873,0.998754,6.690241e-7,0.000003292421,0.00001339593,0.00004397865,0.0003194491,0.0007011901,0.0000164055,0.0001377037,0.000001515625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990097,0.00002727676,0.00008820719,0.00001047076,0.000001672708,0.000002746958,0.0002497809,0.000005135273,0.0006049829],"genre_scores_gemma":[0.9995574,0.00002949027,0.00006683566,0.000007134244,7.886573e-7,0.000002700851,0.0001968991,0.000001357519,0.0001373351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07321531,"threshold_uncertainty_score":0.1455783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007578200955549832,"score_gpt":0.2220895556221909,"score_spread":0.2145113546666411,"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."}}