{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00341727,0.001316453,0.001948705,0.01546845,0.0008517267,0.001893955,0.001675959,0.0009135159,0.002478174],"category_scores_gemma":[0.006868204,0.0005766258,0.001420311,0.01859871,0.00121501,0.001621447,0.001123792,0.001095893,0.0004138555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006635629,"about_ca_system_score_gemma":0.03481191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.249636,"about_ca_topic_score_gemma":0.4030238,"domain_scores_codex":[0.9989769,0.0001000206,0.0002599202,0.0001328064,0.0004482264,0.00008209776],"domain_scores_gemma":[0.9927141,0.002682314,0.00085842,0.0001153657,0.003341065,0.0002886094],"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":[0.0001078611,0.00003048369,0.001618044,0.1429,0.0005529391,0.0001676146,0.0004223458,0.0003639361,0.0007290373,0.001533564,0.03319168,0.8183826],"study_design_scores_gemma":[0.00002328039,0.00009999751,0.01603332,0.1065136,0.003290186,0.0005954758,0.000438221,0.0001307096,0.0007051819,0.0009315084,0.8711141,0.000124342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001776423,0.9988685,0.00006705898,0.0003099514,0.00007653478,0.000008822351,0.0001459867,0.000005260812,0.000340367],"genre_scores_gemma":[0.001026048,0.9983453,0.0002037393,0.0001447225,0.00004099756,0.000008766307,0.0001140903,0.000002081367,0.0001142128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.750364,"threshold_uncertainty_score":0.4963659,"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."}}