{"id":"W2914277930","doi":"10.1111/mec.15039","title":"Genomics, environment and balancing selection in behaviourally bimodal populations: The caribou case","year":2019,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Environment and Protected Areas; Yukon Department of Environment; University of Calgary","funders":"Biotechnology and Biological Sciences Research Council; Petroleum Technology Alliance Canada; Parks Canada; Canadian Association of Petroleum Producers; Western Canada Research Grid; Alaska Department of Fish and Game; Alberta Conservation Association; Natural Sciences and Engineering Research Council of Canada; Massachusetts Department of Fish and Game; Compute Canada; Shell","keywords":"Biology; Balancing selection; Evolutionary biology; Directional selection; Selection (genetic algorithm); Local adaptation; Frequency-dependent selection; Population; Phenotypic trait; Ecology; Disruptive selection; Natural selection; Genetic drift; Allele; Genetic variation; Phenotype; Genetics; Gene","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":[0.0007256313,0.0002708435,0.0004689334,0.000853194,0.0009312641,0.0008293706,0.0003282295,0.0007563179,0.001480904],"category_scores_gemma":[0.002003268,0.0001263632,0.0002209147,0.0008992262,0.001397051,0.0004241831,0.000780192,0.0005278304,0.00008268666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591296,"about_ca_system_score_gemma":0.0004625465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034004,"about_ca_topic_score_gemma":0.01942169,"domain_scores_codex":[0.9995691,0.0001375346,0.00001417281,0.0001656368,0.00004575596,0.0000677375],"domain_scores_gemma":[0.9995207,0.0001909989,0.00008877947,0.0000493367,0.00004957129,0.0001007224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007002376,0.0001766894,0.8100022,0.0002323564,0.0006328748,0.01135025,0.016477,0.00141062,0.08394094,0.01325416,0.0008019877,0.06102068],"study_design_scores_gemma":[0.00004239715,0.0001663256,0.9572579,0.00009089048,0.0002576583,0.005223914,0.006188123,0.002870131,0.001721079,0.01929677,0.006823418,0.00006122162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964461,0.0009641702,0.001337679,0.0003659968,0.000009711041,0.00000310216,0.00005179061,0.000008094094,0.0008134287],"genre_scores_gemma":[0.9985465,0.0003332185,0.000630094,0.0001379592,0.00001817268,0.000005321901,0.00004924417,0.000007547706,0.0002718859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034004,"threshold_uncertainty_score":0.02055973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006398301655210844,"score_gpt":0.2122818373830622,"score_spread":0.2058835357278513,"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."}}