{"id":"W4400442938","doi":"10.1139/cjfas-2023-0348","title":"Multi-decadal trophic shifts in Lake Erie yellow perch <i>Perca flavescens</i>","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perch; Trophic level; Fishery; Ecology; Trophic cascade; Environmental science; Biology; Oceanography; Fish <Actinopterygii>; Food web; Geology","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":[0.0004981366,0.0001349293,0.0001683971,0.0004090826,0.0002477945,0.000385374,0.0002119955,0.0002767267,0.0005289597],"category_scores_gemma":[0.0006628029,0.0001496325,0.0002138961,0.0003449846,0.0002005332,0.0002860697,0.0004440524,0.0002126437,0.000126295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007883012,"about_ca_system_score_gemma":0.0003622532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08066882,"about_ca_topic_score_gemma":0.2705636,"domain_scores_codex":[0.9998909,0.0000229317,0.000008463546,0.00003095512,0.00001726038,0.00002944305],"domain_scores_gemma":[0.9997109,0.0000400121,0.0001182941,0.00002470305,0.00006200658,0.0000440848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007490844,0.00001517602,0.9943596,0.00001107518,0.0001248059,0.000053612,0.0003062804,0.0002721837,0.00139253,0.00003105166,0.0002400946,0.003118785],"study_design_scores_gemma":[8.452891e-7,0.000008401274,0.9993881,0.00000184788,0.00001084953,0.00001122925,0.0001456885,0.0002346808,0.00004786179,0.000004784059,0.0001441234,0.00000152176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996256,0.00003821724,0.00003874329,0.00002212099,0.000001353395,7.062635e-7,0.0001461025,0.000002482165,0.0001247885],"genre_scores_gemma":[0.9994193,0.00003633944,0.00007115908,0.0000161502,0.000001169725,0.000002486056,0.0002655872,0.000001274694,0.0001865434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9193312,"threshold_uncertainty_score":0.1603985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760354893541133,"score_gpt":0.2220041336733257,"score_spread":0.2044005847379143,"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."}}