{"id":"W3099776112","doi":"10.1002/lno.11647","title":"Can zooplankton on the North American Great Plains “keep up” with climate‐driven salinity change?","year":2020,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salinity; Zooplankton; Ceriodaphnia dubia; Ecology; Biology; Climate change; Cladocera; Temperature salinity diagrams; Oceanography; Geology","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":[0.0002179551,0.0001436841,0.0001343675,0.0002808855,0.0003497064,0.000385643,0.0002121435,0.0002697825,0.0009144124],"category_scores_gemma":[0.0004425558,0.00009088426,0.0001410703,0.0003171996,0.0003647957,0.0003742608,0.0002837026,0.0001376142,0.00008089008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080284,"about_ca_system_score_gemma":0.000262993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05804459,"about_ca_topic_score_gemma":0.1166969,"domain_scores_codex":[0.9999409,0.0000126245,0.000004430231,0.0000163866,0.00001506029,0.00001064714],"domain_scores_gemma":[0.9996754,0.00003889108,0.000147032,0.0000161266,0.00006092341,0.0000616063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005962315,0.00002872037,0.9848007,0.00003498635,0.00005152779,0.0001489347,0.0004584622,0.0002157177,0.009744288,0.00003257543,0.0001954429,0.004229092],"study_design_scores_gemma":[7.730632e-7,0.00001043776,0.9993923,0.000001631154,0.000003482055,0.000007811892,0.0002561662,0.0001271925,0.00008519687,0.000007186858,0.0001068999,9.846281e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993348,0.00008506483,0.00002679099,0.000111103,0.000002003484,0.000002912125,0.00005919822,0.000002748968,0.0003753949],"genre_scores_gemma":[0.9995689,0.0001043452,0.00004586207,0.00005144862,0.000003607135,0.000002257739,0.00007018044,4.544016e-7,0.0001530202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9419554,"threshold_uncertainty_score":0.1154134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838433062062828,"score_gpt":0.2013812559244333,"score_spread":0.182996925303805,"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."}}