{"id":"W4391359211","doi":"10.1111/1365-2435.14510","title":"Trophic regulation of soil microbial biomass under nitrogen enrichment: A global meta‐analysis","year":2024,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; Trophic level; Biomass (ecology); Ecology; Nitrogen cycle; Soil biology; Nitrogen; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001584894,0.0001237273,0.0003103563,0.00004640089,0.00007689148,0.00002550559,0.00009154965,0.0001479662,0.002934437],"category_scores_gemma":[0.00001098883,0.00005329487,0.0006685572,0.001104239,0.0000745181,0.00005538261,0.00004441378,0.00006278991,0.00006590526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008173053,"about_ca_system_score_gemma":0.00003158014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004273381,"about_ca_topic_score_gemma":0.005580524,"domain_scores_codex":[0.9990188,0.00009586637,0.0002346628,0.0002962096,0.0001664049,0.0001880221],"domain_scores_gemma":[0.9995788,0.0001735923,0.00006300404,0.00004697191,0.00008353673,0.00005414878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007022216,0.0008703099,0.1226425,0.00009048026,0.2092316,0.0000393385,0.00006105252,0.01279809,0.5248621,0.1204868,0.004520178,0.003695361],"study_design_scores_gemma":[0.0002264918,0.0003669546,0.8932994,0.00000167436,0.03748962,0.00005502774,0.00006416537,0.01536991,0.001544721,0.04973781,0.001540487,0.0003037311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964701,0.0008618013,0.00006764654,0.00147975,0.0004117611,0.00008074786,0.0001801802,0.00007010411,0.0003779433],"genre_scores_gemma":[0.9988968,0.000009901755,0.00004975613,0.0002282644,0.0001922876,0.00002046061,0.0003814163,8.781665e-7,0.0002202303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7706569,"threshold_uncertainty_score":0.997977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529449613117814,"score_gpt":0.228712704671279,"score_spread":0.2034182085401008,"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."}}