{"id":"W3182221252","doi":"10.1016/j.scitotenv.2021.148758","title":"How could simulated dewatering of slurry mitigate nitrous oxide emissions from fall and spring injections? – A modelling study in a Chernozem soil in Western Canada","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Agriculture and Forestry","keywords":"Chernozem; Nitrous oxide; Spring (device); Environmental science; Slurry; Dewatering; Waste management; Environmental engineering; Soil water; Soil science; Chemistry; Geology; Geotechnical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005096666,0.000746922,0.0007630857,0.0004136131,0.001775406,0.001826289,0.002503024,0.00206965,0.001429926],"category_scores_gemma":[0.001010588,0.0006116148,0.000909066,0.0009009478,0.00121985,0.001005661,0.000435572,0.0009717845,0.0001499976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01991357,"about_ca_system_score_gemma":0.01129809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9565893,"about_ca_topic_score_gemma":0.9444592,"domain_scores_codex":[0.9996912,0.00003022255,0.00001577771,0.00006930769,0.00003461,0.0001589157],"domain_scores_gemma":[0.9994436,0.0001987619,0.00005831898,0.00002757372,0.000179565,0.00009223756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00119146,0.0009261044,0.05660908,0.0001344708,0.000111675,0.0004746222,0.0003764666,0.9218867,0.01056902,0.0009015317,0.0009196657,0.005899148],"study_design_scores_gemma":[0.0003959394,0.0003880388,0.03652029,0.0000167315,0.00009858409,0.00002540154,0.000970625,0.9562228,0.004138415,0.0003061967,0.0008554918,0.00006150272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998405,0.00002377547,0.0002350579,0.0000939741,0.00000454314,0.00002168496,0.0002820531,0.00002065704,0.0009132379],"genre_scores_gemma":[0.9982116,0.00004883385,0.0005424141,0.00001918188,0.000001617654,0.00001428185,0.0002409447,0.00001164028,0.0009095044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04341072,"threshold_uncertainty_score":0.1444837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889569240462965,"score_gpt":0.1878773657836477,"score_spread":0.1689816733790181,"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."}}