{"id":"W3210477024","doi":"10.1016/j.ecss.2021.107630","title":"Anthropogenic nitrogen loading and risk of eutrophication in the coastal zone of Atlantic Canada","year":2021,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"U.S. National Library of Medicine; Fisheries and Oceans Canada","keywords":"Eutrophication; Environmental science; Nutrient pollution; Bay; Ecosystem; Estuary; Oceanography; Marine ecosystem; Hydrology (agriculture); Deposition (geology); Pollution; Nutrient; Ecology; Sediment; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002998581,0.0002559083,0.0001913194,0.0006294646,0.001297806,0.00108869,0.000615181,0.000253301,0.000765063],"category_scores_gemma":[0.001364532,0.0001607112,0.0003155482,0.001272985,0.0006538751,0.0002081002,0.000859341,0.0003593265,0.00009051952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01473254,"about_ca_system_score_gemma":0.01595121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907343,"about_ca_topic_score_gemma":0.9951822,"domain_scores_codex":[0.9997509,0.00001956692,0.00001483771,0.0000426098,0.00008032701,0.00009182675],"domain_scores_gemma":[0.9990294,0.0000742873,0.0002273516,0.00004916998,0.0003669072,0.0002528594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002495597,0.00001054952,0.9969898,0.000004844981,0.00002247307,0.00009011123,0.0001877578,0.0005609278,0.0002396348,0.00006442342,0.0001449945,0.001659414],"study_design_scores_gemma":[0.000003748862,0.000009132826,0.9964952,0.000009631092,0.00001160678,0.00004756418,0.0008973755,0.001990394,0.00008273707,0.00005232608,0.0003937656,0.000006482112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987316,0.00006467639,0.00007343403,0.00007261783,0.000001503516,0.000006224214,0.0004611021,0.000004294767,0.0005844683],"genre_scores_gemma":[0.9989995,0.0001006907,0.0001283298,0.00002103684,7.920398e-7,0.000003282788,0.000360469,0.000002507702,0.0003832981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473254,"threshold_uncertainty_score":0.1068926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006580543659523971,"score_gpt":0.1884201456591864,"score_spread":0.1818396019996624,"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."}}