{"id":"W3216343334","doi":"10.1016/j.scitotenv.2021.151854","title":"A reply to “Relevant factors in the eutrophication of the Uruguay River and the Río Negro”","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Ministry of Environment - Saskatchewan","keywords":"River ecosystem; Eutrophication; Streamflow; Environmental science; Hydrology (agriculture); Variable (mathematics); Water quality; Algal bloom; Predictability; Phytoplankton; Nutrient; Water resource management; Ecology; Ecosystem; Geography; Drainage basin; Statistics; Mathematics; Geology; Biology","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":[0.006631164,0.001349187,0.00182866,0.001122462,0.004721205,0.004652236,0.00445573,0.04268682,0.006981839],"category_scores_gemma":[0.03571691,0.001356012,0.001848582,0.00160067,0.005647044,0.006370618,0.004879802,0.05570379,0.00476711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002869858,"about_ca_system_score_gemma":0.005920746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028963,"about_ca_topic_score_gemma":0.01372488,"domain_scores_codex":[0.9960155,0.001146482,0.0006612458,0.000793386,0.0008337593,0.000549641],"domain_scores_gemma":[0.9802297,0.01217003,0.001421931,0.0006539842,0.003524582,0.001999603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005099484,0.00001723435,0.000355607,0.0001203312,0.00003057749,0.0002530291,0.0004260045,0.00006127089,0.0001712905,0.002201873,0.9932794,0.003032358],"study_design_scores_gemma":[0.00007669019,0.00003566268,0.002885663,0.0005322603,0.00006045485,0.0004704858,0.001966787,0.0002790647,0.0004495531,0.006470176,0.9866487,0.0001245201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002275772,0.001793989,0.0001900595,0.9289418,0.06829178,0.000008240926,0.00007682022,0.0000172761,0.0004523396],"genre_scores_gemma":[0.001600575,0.001022511,0.0001962444,0.95138,0.04393337,0.00002411726,0.00003263919,0.00002166473,0.001788983],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04268682,"threshold_uncertainty_score":0.03506935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006680021295163179,"score_gpt":0.1924913007686716,"score_spread":0.1858112794735084,"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."}}