{"id":"W4413329034","doi":"10.1007/s42729-025-02657-9","title":"The Potential of Pig Slurry Application on Pasture Production: A Systematic Approach","year":2025,"lang":"en","type":"article","venue":"Journal of soil science and plant nutrition","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Pretoria","keywords":"Pasture; Slurry; Production (economics); Environmental science; Agronomy; Biology; Environmental engineering; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008968342,0.00005809287,0.0001483194,0.00004242627,0.0004180993,0.00004558338,0.0001736928,0.00003790176,8.069987e-7],"category_scores_gemma":[0.0001282913,0.00001866064,0.00004318157,0.000458727,0.0002448701,0.0001419892,0.000017471,0.00009185666,6.045528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001934501,"about_ca_system_score_gemma":0.00002502936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008400833,"about_ca_topic_score_gemma":0.000005826001,"domain_scores_codex":[0.999149,0.00006854938,0.0002675397,0.0001193642,0.00029186,0.0001036904],"domain_scores_gemma":[0.9991929,0.0001290016,0.0002617229,0.00003674439,0.0003429679,0.00003664361],"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":[0.0005044426,0.0007492817,0.0007625783,0.00130599,0.00001972547,0.000002293992,0.00007264855,0.00004135802,0.9705896,0.009468394,0.004067553,0.01241618],"study_design_scores_gemma":[0.002449117,0.004655716,0.7844899,0.01289746,0.0002918036,0.001359016,0.01600339,0.003999623,0.1128825,0.04843573,0.01184959,0.0006861566],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935443,0.0007895787,0.0000444199,0.004763186,0.0002129292,0.0003007941,0.0000107189,0.000004970515,0.0003291038],"genre_scores_gemma":[0.9988707,0.0008100102,0.00002872375,0.00008174463,0.0001651271,0.00001387904,0.000005128336,1.84993e-7,0.00002451956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.857707,"threshold_uncertainty_score":0.3215724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970807104107951,"score_gpt":0.2116713383129823,"score_spread":0.2019632672719028,"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."}}