{"id":"W2158278487","doi":"10.1016/j.ecss.2009.05.014","title":"Long-term variations and causal factors in nitrogen and phosphorus transport in the Yellow River, China","year":2009,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Phosphorus; Environmental science; Nitrogen; Population; Wastewater; Hydrology (agriculture); Estuary; Fertilizer; Drainage basin; Irrigation; Water quality; Pollution; Environmental engineering; Agronomy; Ecology; Geography; Chemistry; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002994135,0.0001194881,0.0001055753,0.00005990435,0.0001989761,0.0000544629,0.0001878258,0.00002827243,0.000006996092],"category_scores_gemma":[0.00001184086,0.00008046011,0.00001196297,0.0004592295,0.0007598303,0.0003890136,0.0001111395,0.0001184284,0.000001787282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002361967,"about_ca_system_score_gemma":0.00001184231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543758,"about_ca_topic_score_gemma":0.0009322399,"domain_scores_codex":[0.9990082,0.00001672612,0.0001379882,0.0003284953,0.0002456733,0.0002628554],"domain_scores_gemma":[0.9997475,0.00002249706,0.0000253468,0.0001097743,0.000003366697,0.00009152089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008446223,0.00006543463,0.9909936,0.000001837465,5.178705e-7,0.0000204787,0.003555527,0.00002748106,0.0001066342,0.0001736989,0.000001536986,0.005044863],"study_design_scores_gemma":[0.0003171621,0.0001064943,0.9937145,0.000007909068,0.000004307161,0.00001983913,0.000106621,0.00137773,0.00006592021,0.00414821,0.00001913138,0.0001122092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986212,0.0000373336,0.00008174322,0.0003102739,0.0000356336,0.0001450271,0.000003935453,0.000009691475,0.0007551976],"genre_scores_gemma":[0.9996032,0.000150611,0.0001057379,0.00007432957,0.000006272766,0.000003070681,0.000004225813,0.000002501205,0.00005002799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004932654,"threshold_uncertainty_score":0.3845418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006191376643774536,"score_gpt":0.2075924992881945,"score_spread":0.2014011226444199,"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."}}