{"id":"W4313829768","doi":"10.1093/evolut/qpac028","title":"Genome-wide DNA methylation predicts environmentally driven life history variation in a marine fish","year":2022,"lang":"en","type":"article","venue":"Evolution","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Memorial University of Newfoundland; University of Calgary; Bedford Institute of Oceanography; Fisheries and Oceans Canada; Université Laval","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; World Wildlife Fund; Department of Fisheries and Aquaculture, Government of Newfoundland and Labrador; National Science Foundation","keywords":"Biology; Epigenetics; DNA methylation; Capelin; Genetics; Evolutionary biology; Genome; Genetic variation; Epigenomics; Ecology; Gene; Gene expression","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":[0.0001446727,0.0001681014,0.0001530245,0.0005130109,0.0001809473,0.0001975452,0.0001217303,0.0001848302,0.001104012],"category_scores_gemma":[0.0004265991,0.0001189185,0.0001968767,0.0003591832,0.0001817677,0.0001208532,0.000271331,0.0001644314,0.0001370707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127238,"about_ca_system_score_gemma":0.0001297216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006906945,"about_ca_topic_score_gemma":0.01773652,"domain_scores_codex":[0.999918,0.000009328942,0.00000561995,0.00004224166,0.00001198035,0.00001278572],"domain_scores_gemma":[0.9998065,0.00004106696,0.00009037701,0.00001577199,0.00002129571,0.00002507612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001699555,0.000009947943,0.752175,0.00003919709,0.0001410012,0.0001109902,0.0002312672,0.0002579312,0.2412321,0.00005138043,0.00006185557,0.005519485],"study_design_scores_gemma":[0.000001200614,0.00001522829,0.9983876,0.000001557905,0.00001614122,0.0000526056,0.00003554314,0.0001918955,0.001198104,0.00001890815,0.0000791224,0.000002071486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992222,0.00009768591,0.0002617019,0.00001121447,9.312342e-7,0.000001400415,0.000192989,0.000004083236,0.0002078807],"genre_scores_gemma":[0.9991701,0.00005354596,0.0002798871,0.00001170688,0.000001349155,0.000003060811,0.0002581435,0.000002976085,0.0002192486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006906945,"threshold_uncertainty_score":0.01373351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00808751110163489,"score_gpt":0.1936684899632391,"score_spread":0.1855809788616042,"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."}}