{"id":"W3193948423","doi":"10.1002/tafs.10328","title":"Replacement of the Typical <i>artedi</i> Form of Cisco <i>Coregonus artedi</i> in Lake Huron by Endemic Shallow‐Water Ciscoes, Including Putative Hybrids","year":2021,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; Ministry of Natural Resources and Forestry","funders":"","keywords":"Coregonus; Bay; Pelagic zone; Fishery; Planktivore; Structural basin; Geography; Oceanography; Ecology; Biology; Fish <Actinopterygii>; Geology; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00008157275,0.0001586155,0.0001254456,0.0009270068,0.0004728909,0.0003155521,0.0002439266,0.0001491606,0.00127654],"category_scores_gemma":[0.0002310412,0.0001324283,0.00009982812,0.0005613608,0.0004294587,0.0001591293,0.0004008733,0.0001468348,0.0001110327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865106,"about_ca_system_score_gemma":0.000165648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01761939,"about_ca_topic_score_gemma":0.07198215,"domain_scores_codex":[0.9999014,0.00001076979,0.000008736706,0.00003735154,0.00001476904,0.0000270137],"domain_scores_gemma":[0.9997471,0.00002599218,0.00009791654,0.00001977537,0.00003525967,0.00007388774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001315449,0.00001173309,0.9730936,0.00001525015,0.00002159473,0.0004300954,0.0006557575,0.00002531474,0.02168344,0.00005178045,0.0000600744,0.003819825],"study_design_scores_gemma":[0.000001138824,0.00001237308,0.9990701,0.000001829187,0.00000428919,0.0002102807,0.000328107,0.00005187968,0.0002221434,0.00000692451,0.00008967741,0.000001227287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998294,0.00001229945,0.00001223732,0.000002811132,3.416107e-7,7.880486e-7,0.00002101532,0.000001160318,0.0001198545],"genre_scores_gemma":[0.999858,0.000007479322,0.00002504061,0.000003199468,5.735286e-7,9.80012e-7,0.00004924606,5.739291e-7,0.00005487349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01761939,"threshold_uncertainty_score":0.0350337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013868696067577,"score_gpt":0.2189258022443496,"score_spread":0.2087871152836738,"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."}}