{"id":"W2108152976","doi":"10.1111/fwb.12205","title":"Strong spatial differentiation of <scp>N</scp> and <scp>P</scp> deficiency, primary productivity and community composition between <scp>N</scp>yanza <scp>G</scp>ulf and <scp>L</scp>ake <scp>V</scp>ictoria (<scp>K</scp>enya, <scp>E</scp>ast <scp>A</scp>frica) and the implications for nutrient management","year":2013,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Government of the Republic of Kenya","keywords":"Phytoplankton; Photic zone; Cyanobacteria; Productivity; Nutrient; Plankton; Biomass (ecology); Primary producers; Oceanography; Ecology; Prochlorococcus; Environmental science; Algal bloom; Algae; Biology; Synechococcus; Bacteria; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001105862,0.00009790745,0.0001789862,0.0007619885,0.0004625325,0.0004452713,0.0001769834,0.0001853142,0.00091796],"category_scores_gemma":[0.0003811197,0.0001578764,0.0001499346,0.0007158628,0.0005020306,0.000200392,0.0004205897,0.0001811775,0.0001377098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007258453,"about_ca_system_score_gemma":0.0007423494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07109375,"about_ca_topic_score_gemma":0.1438629,"domain_scores_codex":[0.9998488,0.00000799004,0.00001140402,0.00005414848,0.00002481402,0.0000527723],"domain_scores_gemma":[0.9996119,0.00005395885,0.0001464735,0.00002852813,0.00007324407,0.00008589673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001144462,0.00001506972,0.9776965,0.00001802561,0.00002985923,0.0001784038,0.000426431,0.0001630098,0.01686325,0.00007617335,0.0001298186,0.004288993],"study_design_scores_gemma":[5.934632e-7,0.000004478625,0.9996655,0.000001368275,0.000001682773,0.00003059706,0.0001208547,0.00003222384,0.00008420386,0.000004169473,0.00005346482,8.356539e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993026,0.00001891184,0.00002754765,0.000007313385,5.407633e-7,0.000001504835,0.0001332748,0.000002265138,0.0005059598],"genre_scores_gemma":[0.9995242,0.00001205278,0.00004305649,0.000005611055,6.725016e-7,0.000002541926,0.0001838546,8.646613e-7,0.0002271098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07109375,"threshold_uncertainty_score":0.1413599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163338251684467,"score_gpt":0.2155699618858234,"score_spread":0.1992361367173767,"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."}}