{"id":"W3004885179","doi":"10.1016/j.jglr.2020.01.003","title":"Diversity and ecology of phytoplankton in Lake Edward (East Africa): Present status and long-term changes","year":2020,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fonds Wetenschappelijk Onderzoek; Vlaamse regering; Belgian Federal Science Policy Office; Fonds De La Recherche Scientifique - FNRS","keywords":"Phytoplankton; Picoplankton; Pelagic zone; Plankton; Dominance (genetics); Oceanography; Ecology; Photic zone; Bay; Chlorophyll a; Water column; Littoral zone; Biology; Environmental science; Nutrient; Geology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003154321,0.0002033535,0.0001865964,0.001078711,0.0006660587,0.0005323564,0.0002769793,0.0003136344,0.0008311836],"category_scores_gemma":[0.0008177901,0.0001713718,0.0001388681,0.001335788,0.000575749,0.0007909276,0.0006279381,0.0001808385,0.0001618776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021803,"about_ca_system_score_gemma":0.0004489179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06242752,"about_ca_topic_score_gemma":0.1037188,"domain_scores_codex":[0.9998685,0.00002124664,0.00001403972,0.0000222795,0.00001790089,0.00005594495],"domain_scores_gemma":[0.9996535,0.00006531311,0.0001242655,0.00001193007,0.00007828348,0.00006669893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001735622,0.000021856,0.9896318,0.00006335472,0.00004708226,0.0002004238,0.002165823,0.000099611,0.002946819,0.0000768477,0.00006182311,0.004510996],"study_design_scores_gemma":[0.000001194345,0.00001800698,0.998584,0.000004240771,0.000005488655,0.00005502694,0.001055932,0.0000432807,0.00007427819,0.00001020969,0.0001464555,0.000001974386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995657,0.0001841755,0.000008553223,0.00001591404,7.25754e-7,7.815307e-7,0.00008651474,4.288594e-7,0.000137329],"genre_scores_gemma":[0.9995779,0.0001405645,0.00002310189,0.000005009255,0.000001617068,0.00000138052,0.00008330045,2.725221e-7,0.0001667113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06242752,"threshold_uncertainty_score":0.1241283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574868630371115,"score_gpt":0.2892875513616943,"score_spread":0.2335388650579832,"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."}}