{"id":"W4401230861","doi":"10.1016/j.jglr.2024.102405","title":"Nearshore and embayment zooplankton community structure in Lake Michigan, implications for invasion by bigheaded carps","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Illinois Department of Natural Resources","keywords":"Zooplankton; Bay; Biomass (ecology); Fishery; Community structure; Ecology; Copepod; Environmental science; Oceanography; Forage fish; Food web; Abundance (ecology); Trophic level; Biology; Predation; Geology; Crustacean","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":[0.0001932191,0.0002268261,0.0001178688,0.000664056,0.0006548251,0.0004705325,0.0001767214,0.0002151196,0.0009775162],"category_scores_gemma":[0.0004913826,0.000164516,0.0002003949,0.0005077822,0.0003160911,0.0004025877,0.0004813199,0.000140867,0.0001097411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000969569,"about_ca_system_score_gemma":0.0004493887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0717236,"about_ca_topic_score_gemma":0.2578833,"domain_scores_codex":[0.9999028,0.00001727294,0.000007228255,0.00003053937,0.00001926498,0.00002280841],"domain_scores_gemma":[0.9997342,0.00001955892,0.000114,0.00000665368,0.00003939704,0.00008603431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004747744,0.00001621483,0.9953611,0.000009214345,0.00001858213,0.00009729491,0.0004604065,0.0001297459,0.001878579,0.00002034784,0.00009347065,0.001867506],"study_design_scores_gemma":[6.391953e-7,0.00001577542,0.9993423,0.000002946803,0.000003358643,0.00001822176,0.0003952463,0.0001409548,0.00002504651,0.000007360212,0.00004673845,0.000001375459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997279,0.00002362195,0.00001187735,0.00001795126,3.829025e-7,0.000001456007,0.00006040608,8.631013e-7,0.0001555468],"genre_scores_gemma":[0.9996197,0.00003968673,0.00005520739,0.00001253759,0.000001874351,0.000005514096,0.0001011085,6.518005e-7,0.0001636609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0717236,"threshold_uncertainty_score":0.1426123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05727383412568046,"score_gpt":0.3453829318264905,"score_spread":0.2881090977008101,"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."}}