{"id":"W3198221954","doi":"10.1139/cjfas-2021-0059","title":"Oxythermal habitat as a primary driver of ecological niche and genetic diversity in cisco (<i>Coregonus artedi</i>)","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coregonus; Eutrophication; Ecology; Niche; Habitat; Biology; Environmental science; Fishery; Fish <Actinopterygii>","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":[0.000125625,0.0001611295,0.0001541869,0.0006160951,0.000432495,0.0003373121,0.0001479303,0.0001539654,0.001211881],"category_scores_gemma":[0.0003696191,0.000116916,0.0001156053,0.0004946298,0.0004502982,0.0001936621,0.000513799,0.0001711513,0.00007782649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005245704,"about_ca_system_score_gemma":0.0003473905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03411299,"about_ca_topic_score_gemma":0.1449418,"domain_scores_codex":[0.9999043,0.00001325083,0.000006462405,0.00004241353,0.00001315081,0.00002052321],"domain_scores_gemma":[0.9997092,0.00002745838,0.0001229133,0.00001861282,0.00004438035,0.00007748453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015673,0.00001936824,0.9712516,0.00001553818,0.00002984397,0.00004706004,0.000597849,0.00007790289,0.02506413,0.00007872645,0.00003565267,0.002680686],"study_design_scores_gemma":[8.936409e-7,0.00001463705,0.9993685,0.000001458764,0.000004517625,0.00002743131,0.0002387246,0.0001015113,0.0001700244,0.00001488791,0.00005589053,0.000001464631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997706,0.0000128043,0.00003244124,0.000004409515,2.576679e-7,0.000001306598,0.00003404283,7.731604e-7,0.0001434192],"genre_scores_gemma":[0.9997236,0.0000113947,0.00009524991,0.000007750637,5.230096e-7,0.000002849058,0.00006389954,0.000001193951,0.00009356203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03411299,"threshold_uncertainty_score":0.06782883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420615998621669,"score_gpt":0.1916237080623984,"score_spread":0.1774175480761817,"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."}}