{"id":"W7141870083","doi":"10.33545/2618060x.2025.v8.i1c.5218","title":"Nutrient cycling efficiency and soil health outcomes in crop-livestock integrated systems under temperate conditions","year":2025,"lang":"","type":"article","venue":"International Journal of Research in Agronomy","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cycling; Nutrient cycle; Livestock; Cover crop; Temperate climate; Manure; Nutrient; Soil organic matter; Cropping","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":[0.0002124808,0.0001455346,0.0002159387,0.0002421968,0.0004873542,0.0005449108,0.0002285917,0.0001198585,0.0007972767],"category_scores_gemma":[0.0003833672,0.00008693561,0.0001387497,0.0003618123,0.0003441648,0.0002670028,0.0003240906,0.0001134014,0.00009079841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003533714,"about_ca_system_score_gemma":0.001839564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2849253,"about_ca_topic_score_gemma":0.6646616,"domain_scores_codex":[0.9998363,0.00001907358,0.000008362476,0.00004224615,0.00003568743,0.00005835659],"domain_scores_gemma":[0.9996738,0.00002380861,0.0001123487,0.00002240508,0.00007292178,0.00009467104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374326,0.0003976472,0.9033165,0.00007962893,0.000101044,0.0002127975,0.001074262,0.0005169686,0.07645141,0.00007864227,0.0001620785,0.01623477],"study_design_scores_gemma":[0.000004996488,0.0002609048,0.9982044,0.000001519057,0.00001028875,0.00001536013,0.0003139121,0.00009831905,0.0008848825,0.000008581385,0.000194945,0.000001968161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996455,0.00001883985,0.00002250012,0.000005095631,3.31912e-7,0.000005852252,0.00006796495,0.000001158352,0.0002327747],"genre_scores_gemma":[0.9993166,0.00003027199,0.0001068159,0.000007027365,6.021372e-7,0.000006025688,0.0001633345,7.560029e-7,0.0003685649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2849253,"threshold_uncertainty_score":0.5665338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05326049987779744,"score_gpt":0.3852276572493645,"score_spread":0.3319671573715671,"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."}}