{"id":"W4412079950","doi":"10.1111/eva.70125","title":"Epigenetic Responses to Anthropogenic Versus Natural Sources of Oil Exposure Differ in Wild Arctic Seabird Populations","year":2025,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Nunavut; Acadia University; University of Manitoba; Environment and Climate Change Canada; Carleton University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Crown-Indigenous Relations and Northern Affairs Canada; Environment and Climate Change Canada","keywords":"Biology; DNA methylation; Epigenetics; Differentially methylated regions; Methylation; Population; Seabird; Ecology; Genetics; DNA; Gene; Predation; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159863,0.0001332743,0.0001360151,0.0002056161,0.0001535016,0.000009163618,0.0001960647,0.0001132186,0.00001544716],"category_scores_gemma":[0.0001238932,0.0001461688,0.00008114469,0.0005382414,0.0001088088,0.000005178353,0.0001056369,0.00008867515,0.000009979574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000570933,"about_ca_system_score_gemma":0.0001318213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007649255,"about_ca_topic_score_gemma":0.000255734,"domain_scores_codex":[0.9989042,0.00009287961,0.0003357846,0.0003476623,0.0001311955,0.000188224],"domain_scores_gemma":[0.9991951,0.00006830668,0.00007416675,0.0004580327,0.0001484077,0.00005599566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008165154,0.0005577917,0.5308024,0.0001058633,0.0001156162,9.143564e-7,0.000151033,0.008525258,0.4347502,0.008264869,0.0004452911,0.01546422],"study_design_scores_gemma":[0.000682984,0.0001477457,0.9554909,0.000030407,0.00003638001,0.000001374116,0.00009653679,0.0002125694,0.02400947,0.001790821,0.01729598,0.0002048062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829799,0.008300162,0.006932001,0.0009105279,0.0001829525,0.0003060463,0.00005765979,0.0000156277,0.0003151206],"genre_scores_gemma":[0.9929432,0.0003517682,0.004459849,0.00004403295,0.00007230138,0.0003164088,0.000216026,0.00001385376,0.001582611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4246885,"threshold_uncertainty_score":0.596059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149335665626216,"score_gpt":0.3019968446760479,"score_spread":0.2870632781134263,"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."}}