{"id":"W7117304114","doi":"10.1002/hyp.70363","title":"Decades of Change: Monthly and Seasonal Perspective of Sediment and Phosphorus Loads in Agricultural Watersheds","year":2025,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Ministry of Environment; University of Guelph","funders":"Ministère de l’Environnement, de la Protection de la nature et des Parcs; Ministry of Environment","keywords":"Sediment; Nonpoint source pollution; Hydrology (agriculture); Phosphorus; Water quality; Pollution; Nutrient; Watershed; Agriculture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005982419,0.0001315886,0.0001675819,0.001667538,0.0001872537,0.0007477899,0.0002387765,0.0003465394,0.001343147],"category_scores_gemma":[0.001271248,0.00009607345,0.0002498699,0.002232612,0.0001920088,0.0006806105,0.0004566386,0.0002502323,0.0002427593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004587635,"about_ca_system_score_gemma":0.0002926764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379555,"about_ca_topic_score_gemma":0.01696889,"domain_scores_codex":[0.9998026,0.00002927831,0.00002418784,0.00006517215,0.00003806464,0.00004064918],"domain_scores_gemma":[0.9990078,0.0001682594,0.0004482633,0.00005463908,0.0002201831,0.0001009481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007139587,0.00002470135,0.9900575,0.00002241822,0.00007654671,0.00008292277,0.0003024411,0.0005053729,0.0008194751,0.0000988807,0.0005653793,0.007372892],"study_design_scores_gemma":[7.21404e-7,0.00001012697,0.9985624,0.000003050013,0.000007211216,0.00002574405,0.0002218056,0.0005066805,0.00006399916,0.0000407474,0.0005552403,0.000002387232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954798,0.0002873492,0.0002350405,0.0001500275,0.00001318338,0.00000422438,0.002580917,0.00002393804,0.001225464],"genre_scores_gemma":[0.9980857,0.0001081205,0.0001609839,0.00002775795,0.00002168969,0.000006027802,0.001296321,0.000006003826,0.0002874608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379555,"threshold_uncertainty_score":0.02743053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444340541567917,"score_gpt":0.2372566380641138,"score_spread":0.2228132326484346,"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."}}