{"id":"W2945527697","doi":"10.2134/jeq2018.12.0437","title":"Impacts of Soil Phosphorus Drawdown on Snowmelt and Rainfall Runoff Water Quality","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Environment and Climate Change Canada; Global Institute for Water Security; University of Saskatchewan","funders":"Agriculture and Agri-Food Canada; Environment and Climate Change Canada","keywords":"Surface runoff; Snowmelt; Environmental science; Hydrology (agriculture); Eutrophication; Drawdown (hydrology); Phosphorus; Lysimeter; Soil water; Agronomy; Soil fertility; Nutrient; Soil science; Ecology; Groundwater; Chemistry; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001646041,0.0002401383,0.000495684,0.00004929226,0.00007028306,0.00002482781,0.0002763511,0.0001211481,0.0008721557],"category_scores_gemma":[0.00003034309,0.0001621101,0.0002093948,0.00005594071,0.0003457249,0.0003560014,0.0002623601,0.0002930878,0.0002686225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241795,"about_ca_system_score_gemma":0.000007882109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004313155,"about_ca_topic_score_gemma":0.00001031891,"domain_scores_codex":[0.9973378,0.0002401319,0.0009591829,0.0002816156,0.000822469,0.0003588535],"domain_scores_gemma":[0.9987247,0.0001228279,0.00055236,0.0003531314,0.00000525336,0.0002417444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000438958,0.0004882265,0.9429262,0.00002736095,0.00004418606,0.00000721669,0.001100141,0.0002260829,0.05239038,0.00005970359,0.00009289802,0.0021986],"study_design_scores_gemma":[0.001737785,0.0006370855,0.9596636,0.00003279472,0.00002628503,0.00002879297,0.0004288063,0.00004482761,0.03288428,0.002820315,0.001429091,0.0002662751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977539,0.00008569884,0.00001215426,0.0002458343,0.0002521497,0.0001525119,0.00004227372,0.000006456695,0.001449059],"genre_scores_gemma":[0.999015,0.0001964774,0.0001933857,0.0003076204,0.00004083428,0.000001023095,0.000008060615,0.00001819978,0.0002194212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0195061,"threshold_uncertainty_score":0.9549493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008661630408734175,"score_gpt":0.2426362652714848,"score_spread":0.2339746348627506,"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."}}