{"id":"W4409353501","doi":"10.1016/j.agee.2025.109687","title":"Livestock excretion alleviates soil microbial carbon and phosphorus limitations relative to trampling and defoliation in an alpine meadow","year":2025,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Scientific Research Foundation of Zhejiang A and F University; National Natural Science Foundation of China","keywords":"Trampling; Phosphorus; Agronomy; Environmental science; Livestock; Grazing; Soil carbon; Ecology; Agroforestry; Biology; Soil water; Chemistry; Soil science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001550972,0.0001850048,0.0002044283,0.00002793318,0.0001318824,0.00006450361,0.00007512452,0.000151628,0.000004506773],"category_scores_gemma":[0.00002512759,0.00008601526,0.00003591274,0.0001943987,0.00002318528,0.0001208434,0.00005550219,0.0001226042,0.000003857624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295308,"about_ca_system_score_gemma":0.000003926224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115512,"about_ca_topic_score_gemma":0.01539211,"domain_scores_codex":[0.9988949,0.0001047954,0.0002667365,0.0004068548,0.0001202539,0.0002064822],"domain_scores_gemma":[0.9996356,0.0001059298,0.00008014268,0.00005282434,0.00001871655,0.0001067314],"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":[0.00004801571,0.0001737486,0.05233299,0.00001854965,0.00003597734,0.000003148193,0.001354307,0.0004966346,0.935517,0.0008653682,0.0000647709,0.009089466],"study_design_scores_gemma":[0.0004212835,0.0004110274,0.9797614,0.0001307708,0.00005675637,0.000009439079,0.002065186,0.005728333,0.008460515,0.0003551013,0.002237018,0.0003631815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970587,0.001046134,0.00001771572,0.000980937,0.00008520758,0.0005723543,0.00002293742,0.00003168328,0.0001843413],"genre_scores_gemma":[0.9988436,0.0004504453,0.000163302,0.0001171954,0.0000721292,0.00009119845,0.0001360944,0.000001517339,0.0001245696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9274284,"threshold_uncertainty_score":0.8589157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215756619582688,"score_gpt":0.193002852242625,"score_spread":0.1808452860467981,"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."}}