{"id":"W3093909807","doi":"10.1016/j.jglr.2020.09.017","title":"Seasonal changes predominant over manure application in driving dissolved organic matter shifts in agricultural runoff","year":2020,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ohio Department of Education","keywords":"Environmental science; Eutrophication; Surface runoff; Dissolved organic carbon; Manure; Nonpoint source pollution; Surface water; Organic matter; Nutrient; Environmental chemistry; Pollution; Nutrient pollution; Hydrology (agriculture); Agronomy; Environmental engineering; Chemistry; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003170502,0.0001453127,0.0001470873,0.000275129,0.0002593669,0.000592532,0.0001780871,0.0004056884,0.001362389],"category_scores_gemma":[0.0006534916,0.0001366409,0.0002182317,0.0002989703,0.0001480304,0.0003258739,0.00024623,0.0001865071,0.0001941276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861665,"about_ca_system_score_gemma":0.0004989169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01972395,"about_ca_topic_score_gemma":0.03783478,"domain_scores_codex":[0.999882,0.00001723838,0.000009015704,0.00004218684,0.00001547532,0.00003403637],"domain_scores_gemma":[0.9997391,0.00008294879,0.00005482287,0.00001146954,0.00006797015,0.00004372595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001593004,0.0002414276,0.7616503,0.0001821839,0.0001385749,0.0003322593,0.0003990906,0.001847031,0.2059722,0.0004172342,0.0007143651,0.02651239],"study_design_scores_gemma":[0.000005255373,0.00008513209,0.9932764,0.000007903398,0.00002264434,0.0000310804,0.0003079317,0.00179618,0.003579017,0.00005248969,0.000831422,0.000004513488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987413,0.0001529152,0.0001085054,0.00006800587,0.000008959862,0.000005310041,0.0001964225,0.000007284899,0.0007114157],"genre_scores_gemma":[0.9991968,0.0000619506,0.0000863816,0.00002452345,0.00000482923,0.000002938564,0.0001109958,0.000003292003,0.0005082783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972395,"threshold_uncertainty_score":0.03921831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880336764014551,"score_gpt":0.2712088994730636,"score_spread":0.2524055318329181,"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."}}