{"id":"W1969835981","doi":"10.2134/jeq2010.0177","title":"Removing Solids Improves Response of Grass to Surface‐Banded Dairy Manure Slurry: A Multiyear Study","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Agriculture and Agri-Food Canada","funders":"","keywords":"Slurry; Manure; Animal science; Festuca arundinacea; Chemistry; Agronomy; Ammoniacal nitrogen; Nutrient; Ammonia; Liquid manure; Environmental science; Nitrogen; Poaceae; Environmental engineering; Biology","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":[0.001159935,0.0001209489,0.0003191024,0.00001762628,0.000090243,0.000008158167,0.0002199427,0.00006107858,0.0002428888],"category_scores_gemma":[0.0001072016,0.00005152408,0.0001440817,0.00008832882,0.00009964777,0.0001256443,0.00009653097,0.0001345005,0.00001325262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004535113,"about_ca_system_score_gemma":0.000005458817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249635,"about_ca_topic_score_gemma":0.0000358151,"domain_scores_codex":[0.9982632,0.0006042262,0.000536752,0.0001694714,0.0002556639,0.0001707142],"domain_scores_gemma":[0.9991571,0.0002223207,0.0003855342,0.00007029739,0.0000220266,0.0001427108],"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":[0.00259065,0.001259105,0.1026794,0.000003495885,0.0000219832,0.00001334482,0.0008022874,0.000001106445,0.8909548,0.000006897553,0.00008691692,0.001580062],"study_design_scores_gemma":[0.0004863093,0.002759846,0.9553097,0.00001532504,0.00001417928,0.00001022,0.006324346,0.00000122646,0.0344706,0.0001483765,0.0003509028,0.0001089685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993154,0.00005099937,0.00000310351,0.0002460834,0.00009044891,0.0001894503,0.0000456033,0.00000571186,0.00005322893],"genre_scores_gemma":[0.9994193,0.00001784425,0.000301725,0.0001268719,0.000056803,0.000001276242,0.000002495326,0.000001177695,0.00007248704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8564842,"threshold_uncertainty_score":0.2659462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05986650095069169,"score_gpt":0.2854205553777756,"score_spread":0.2255540544270839,"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."}}