{"id":"W3010203931","doi":"10.1111/gcb.15033","title":"Storm impacts on phytoplankton community dynamics in lakes","year":2020,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":285,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Ministry of Environment; Queen's University","funders":"Natural Environment Research Council; Vermont Water Resources and Lake Studies Center, University of Vermont; Office of Experimental Program to Stimulate Competitive Research; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; U.S. Department of State; Fondation pour la Recherche sur la Biodiversite; U.S. Geological Survey; European Commission; Sight Research UK; Horizon 2020; Université Savoie Mont Blanc; Horizon 2020 Framework Programme; Global Lake Ecological Observatory Network; Vetenskapsrådet; National Science Foundation","keywords":"Environmental science; Phytoplankton; Storm; Watershed; Biogeochemical cycle; Ecosystem; Surface runoff; Precipitation; Ecology; Climate change; Oceanography; Nutrient; Geography; Geology; Meteorology; Biology","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":[0.0005441681,0.0005303571,0.0008371758,0.001945423,0.0002050323,0.0007865657,0.0003376368,0.0006289893,0.002107906],"category_scores_gemma":[0.001338708,0.0002100959,0.0007420177,0.00220415,0.0002293029,0.0007592895,0.0006219812,0.0005024411,0.0003962736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579335,"about_ca_system_score_gemma":0.001477979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598164,"about_ca_topic_score_gemma":0.006777322,"domain_scores_codex":[0.9998094,0.00003986817,0.00004109623,0.00004091439,0.00005410438,0.00001452858],"domain_scores_gemma":[0.9995705,0.0002461788,0.00007693395,0.000007727658,0.00007994968,0.00001855631],"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":[0.0001015313,0.00003257918,0.001194256,0.1000536,0.0005036042,0.0001388521,0.0001742258,0.000531804,0.001585544,0.001823241,0.01123109,0.8826296],"study_design_scores_gemma":[0.00003019328,0.0002412314,0.01799862,0.04833589,0.002111428,0.0009883216,0.0002986191,0.0002872929,0.001410787,0.003288275,0.9249467,0.00006260118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002226972,0.9992182,0.00003686467,0.0001215085,0.00004604578,0.000002400817,0.00003916854,0.00000264981,0.0003104955],"genre_scores_gemma":[0.001321004,0.9983745,0.00005709914,0.00006694131,0.00004226705,0.000002938863,0.00002965026,6.647417e-7,0.0001048856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003598164,"threshold_uncertainty_score":0.007154405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07422976811493262,"score_gpt":0.3301592867699817,"score_spread":0.2559295186550491,"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."}}