{"id":"W2335443517","doi":"10.4081/jlimnol.2016.1371","title":"Importance of climate change-physical forcing on the increase of cyanobacterial blooms in a small, stratified lake","year":2016,"lang":"en","type":"article","venue":"Journal of Limnology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Epilimnion; Eutrophication; Hypolimnion; Thermocline; Water column; Environmental science; Phytoplankton; Algal bloom; Oceanography; Nutrient; Plankton; Bloom; Chlorophyll a; Atmospheric sciences; Ecology; Geology; Biology; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001435268,0.0001297872,0.0002192256,0.0002897514,0.0003566359,0.0003122188,0.0001100228,0.0001864687,0.0005081136],"category_scores_gemma":[0.0003561586,0.0001124959,0.0001861065,0.0002279813,0.0003460053,0.0001719541,0.0004284734,0.0001066763,0.00006881049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880485,"about_ca_system_score_gemma":0.0003662706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007913548,"about_ca_topic_score_gemma":0.0113103,"domain_scores_codex":[0.9999444,0.00001180127,0.000005179206,0.00001554728,0.000009848457,0.00001321116],"domain_scores_gemma":[0.9998302,0.00003598753,0.00004012877,0.000009419386,0.00002909921,0.0000550433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009387833,0.00008614809,0.8634626,0.00005838619,0.0001170648,0.0004218231,0.0003550298,0.002336676,0.1273645,0.0001420912,0.00009383993,0.004623086],"study_design_scores_gemma":[0.00001008526,0.00009234744,0.9967654,0.000001071368,0.00001942274,0.00002886535,0.00009064016,0.001790653,0.001081185,0.00002619172,0.00008968359,0.000004416044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997765,0.00001784579,0.00002345384,0.000008189455,6.322877e-7,0.000001455669,0.00004508391,0.000002307377,0.0001246001],"genre_scores_gemma":[0.9998832,0.00001271538,0.00003354565,0.000003990319,0.000001032513,0.000001760681,0.000038037,7.924939e-7,0.00002479018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007913548,"threshold_uncertainty_score":0.01573497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893809570596687,"score_gpt":0.2301887776672388,"score_spread":0.2112506819612719,"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."}}