{"id":"W2152379234","doi":"10.1139/f2012-088","title":"High microcystin concentrations occur only at low nitrogen-to-phosphorus ratios in nutrient-rich Canadian lakes","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Agriculture and Agri-Food Canada; Research Manitoba; Alberta Environment and Protected Areas; University of Alberta; Acadia University; University of Calgary; University of Regina; Université du Québec à Montréal","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Water Research Institute; Department of Environment and Conservation, Government of Newfoundland and Labrador; University of Alberta; Acadia University; University of Regina","keywords":"Microcystin; Phosphorus; Eutrophication; Nutrient; Water quality; Environmental science; Environmental chemistry; Cyanotoxin; Nitrogen; Ecology; Biology; Cyanobacteria; Chemistry; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.000232174,0.0003916255,0.0003532649,0.001511105,0.002396838,0.0009189598,0.0004628934,0.0002897409,0.0006447601],"category_scores_gemma":[0.0007583032,0.0004273154,0.0002875896,0.001501888,0.0009506476,0.0003888379,0.0006310272,0.0002362775,0.00008085214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00975084,"about_ca_system_score_gemma":0.007305962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9547139,"about_ca_topic_score_gemma":0.9857776,"domain_scores_codex":[0.9994592,0.00001869636,0.00001945101,0.00009113535,0.0002554015,0.0001560601],"domain_scores_gemma":[0.9992182,0.00005223337,0.0002341649,0.00003088268,0.0003588443,0.0001055181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002034609,0.00002355885,0.9471195,0.00008174643,0.0000903159,0.0002235521,0.001262198,0.001145473,0.0393899,0.0001494495,0.0003480162,0.009962968],"study_design_scores_gemma":[0.000003562434,0.00003219516,0.9932162,0.000006096051,0.00004828524,0.0001056621,0.0005785171,0.0005821077,0.004577348,0.00006450258,0.0007683903,0.00001700106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979495,0.0002513308,0.0001900486,0.00004256707,0.000001521437,0.000008997808,0.0003820986,0.00001704097,0.001156904],"genre_scores_gemma":[0.9986358,0.0002582615,0.0003345532,0.00001740379,7.965181e-7,0.000003022857,0.0002909106,0.000003363716,0.0004558784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04528612,"threshold_uncertainty_score":0.09110558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008866800907633705,"score_gpt":0.1962168681629852,"score_spread":0.1873500672553515,"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."}}