{"id":"W7015614184","doi":"","title":"Temporal and Spatial Dynamics of Nutrient Retention on Conventional Farms in Southwestern Ontario","year":2021,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nutrient; Interception; Leaching (pedology); Hydrology (agriculture); Phosphorus; Eutrophication; Precipitation; Nutrient pollution; Surface runoff","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":[0.0001266179,0.0001153631,0.0001852823,0.0003875866,0.001410366,0.0008490021,0.0004978981,0.0002350489,0.002263035],"category_scores_gemma":[0.0006446912,0.0001784176,0.00009493165,0.001379269,0.0005957854,0.0003222607,0.000592569,0.0002157278,0.0003187602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0104815,"about_ca_system_score_gemma":0.006612596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9662179,"about_ca_topic_score_gemma":0.9941351,"domain_scores_codex":[0.9997957,0.000009742125,0.000007097685,0.0000519389,0.00005586608,0.00007953107],"domain_scores_gemma":[0.9993814,0.00005619102,0.0001627944,0.00002310209,0.0002396783,0.0001368284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157736,0.0000298372,0.979326,0.00003198383,0.00002100373,0.0002215762,0.008026864,0.0001538754,0.001758573,0.0001254117,0.001135846,0.0090532],"study_design_scores_gemma":[0.000001169474,0.00001023122,0.9949032,0.000006151992,0.000002607729,0.00001557858,0.004102474,0.0001050814,0.0000520899,0.00001122419,0.000787609,0.000002578115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978395,0.00005742269,0.00003873094,0.00005912498,0.000001170165,0.000007555745,0.0006729406,0.000002633048,0.001320983],"genre_scores_gemma":[0.9949863,0.0001514283,0.00009487707,0.00001895129,0.000001473515,0.00001315003,0.0005820236,0.000002880755,0.00414889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03378212,"threshold_uncertainty_score":0.07604903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009665359696034256,"score_gpt":0.1893422566512739,"score_spread":0.1796768969552396,"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."}}