{"id":"W2318890617","doi":"10.2166/wcc.2011.030","title":"Long-term dynamics of water-borne nitrogen, phosphorus and suspended solids in the lower Don River basin (Russian Federation)","year":2011,"lang":"en","type":"article","venue":"Journal of Water and Climate Change","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Phosphorus; Phytoplankton; Environmental science; Nutrient; Nitrogen; Suspended solids; Drainage basin; Hydrology (agriculture); Algal bloom; Eutrophication; Oceanography; Ecology; Environmental engineering; Chemistry; Geology; Biology; Geography; Wastewater","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002844038,0.0001337587,0.0002389125,0.0003481597,0.0004903378,0.0004207478,0.0002083729,0.0002642658,0.0002816418],"category_scores_gemma":[0.0003302651,0.0001510656,0.0001438574,0.0004045048,0.00037063,0.0002554286,0.0003173847,0.0001829145,0.00009553072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006510864,"about_ca_system_score_gemma":0.0004578509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0544764,"about_ca_topic_score_gemma":0.09336203,"domain_scores_codex":[0.9998978,0.0000177069,0.000007944848,0.00002803497,0.00001745484,0.00003096688],"domain_scores_gemma":[0.9997825,0.00002544986,0.00007888131,0.00001239148,0.00006178442,0.00003903475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183897,0.00006257198,0.988735,0.00002403996,0.00005380838,0.0001604052,0.0008483112,0.0002275184,0.005497104,0.00005628078,0.0001510451,0.004065646],"study_design_scores_gemma":[0.000001466635,0.00002429209,0.9993039,0.000002463801,0.000007042922,0.00002339182,0.0001769641,0.0001122099,0.0001155611,0.000006494558,0.0002244297,0.000001581598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997765,0.00003042259,0.00001544077,0.00000951211,9.054831e-7,7.788263e-7,0.00006296707,8.559887e-7,0.0001025023],"genre_scores_gemma":[0.9995624,0.0000301995,0.00003133705,0.000005994748,0.000001002938,0.000003187755,0.00019858,5.664512e-7,0.000166716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0544764,"threshold_uncertainty_score":0.1083186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950582813760401,"score_gpt":0.2110099553351578,"score_spread":0.1815041271975537,"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."}}