{"id":"W2093226136","doi":"10.2134/jeq2008.0287","title":"Enhancing Soil Infiltration Reduces Gaseous Emissions and Improves N Uptake from Applied Dairy Slurry","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Agriculture and Agri-Food Canada","funders":"Industry Canada","keywords":"Decantation; Manure; Slurry; Aeration; Environmental science; Infiltration (HVAC); Nitrous oxide; Liquid manure; Settling; Ammonia; Lolium multiflorum; Lolium perenne; Tillage; Environmental engineering; Agronomy; Chemistry; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003320795,0.0001082194,0.000183595,0.000008506869,0.0001385476,0.00003874867,0.00009780416,0.00007921012,0.0001039918],"category_scores_gemma":[0.00003536451,0.00004683966,0.00008368186,0.00004277116,0.00005316817,0.0001267542,0.00002413514,0.0001616817,0.000002650792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004730942,"about_ca_system_score_gemma":0.00000749909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004676428,"about_ca_topic_score_gemma":0.00006176934,"domain_scores_codex":[0.9990091,0.00006337208,0.0004208659,0.0001393398,0.0002389862,0.0001283589],"domain_scores_gemma":[0.9994,0.0001136223,0.0003029792,0.00003742479,0.000006601907,0.000139362],"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":[0.00006050409,0.00009863142,0.001099864,7.707048e-7,0.000009404677,0.000002784229,0.0001417122,0.000002112364,0.925194,0.000019707,0.00001294334,0.07335756],"study_design_scores_gemma":[0.0001982805,0.0002414034,0.8716442,0.00001196568,0.00002154202,0.00001848743,0.001526075,0.00003864498,0.1244349,0.001517542,0.0002218654,0.00012509],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989084,0.0003420659,0.00000398415,0.0003792022,0.00007188122,0.00005251338,0.000032546,0.00000930321,0.0002001292],"genre_scores_gemma":[0.9989239,0.0001730094,0.0002609975,0.0003410988,0.0002542892,5.873859e-7,0.00002231823,7.012101e-7,0.0000230842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8705443,"threshold_uncertainty_score":0.1910066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146102792449328,"score_gpt":0.2334465741478348,"score_spread":0.218836294902902,"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."}}