{"id":"W2756390103","doi":"10.1139/cjfas-2016-0500","title":"Internal phosphorus loading in Canadian fresh waters: a critical review and data analysis","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":276,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Winnipeg; Global Institute for Water Security; Wilfrid Laurier University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; University of Saskatchewan; University of Winnipeg; University of Ottawa","keywords":"Wetland; Trophic level; Environmental science; Ecosystem; Eutrophication; Freshwater ecosystem; Phosphorus; Lake ecosystem; Nutrient; Aquatic ecosystem; Ecology; Sediment; Hydrology (agriculture); Biology; Chemistry; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591068,0.0002629488,0.001461058,0.000394105,0.0004651677,0.0005980757,0.001432893,0.0001199718,0.0006077084],"category_scores_gemma":[0.001036093,0.0001899136,0.0001272299,0.0005074616,0.001144137,0.000639946,0.0001358269,0.0003215902,0.0000101918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926331,"about_ca_system_score_gemma":0.001503764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7524446,"about_ca_topic_score_gemma":0.9705697,"domain_scores_codex":[0.9977626,0.0001350385,0.0008336898,0.0004424839,0.000254859,0.0005713515],"domain_scores_gemma":[0.9976006,0.0002321618,0.0004913525,0.0004536041,0.0000102752,0.001212074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001153367,0.000008451812,0.1775681,0.00448146,0.0003158466,0.0006571067,0.0005268375,0.00000262681,1.605053e-8,0.0002172946,0.009363737,0.8068574],"study_design_scores_gemma":[0.00004884246,0.00006136115,0.001177403,0.01153107,0.001394986,0.0003634901,0.00012825,0.001060435,8.899169e-9,0.0001830249,0.9837624,0.0002886897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002769732,0.9960759,0.00002182181,0.0008819998,0.0002443952,0.0001812923,0.0001278658,0.000001053379,0.002188724],"genre_scores_gemma":[0.005182695,0.9939274,0.0004935221,0.0002065704,0.00004565049,0.000003314651,0.00001348406,0.0000101278,0.0001173026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9743987,"threshold_uncertainty_score":0.7744453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08513076039260223,"score_gpt":0.3310245358596388,"score_spread":0.2458937754670366,"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."}}