{"id":"W4409805158","doi":"10.1111/mec.17774","title":"Rapid Neural DNA Methylation Responses to Predation Stress in Trinidadian Guppies","year":2025,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"dNaM; Biology; DNA methylation; Phenotypic plasticity; Epigenetics; Evolutionary biology; Genetics; Poecilia; Zoology; Neuroplasticity; Stressor; Phenotype; Guppy; Ecology; Gene; Neuroscience; Fish <Actinopterygii>; 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":[0.00005738803,0.00022778,0.0001940083,0.0003693489,0.0004382279,0.0001905281,0.0001578292,0.000236684,0.001160211],"category_scores_gemma":[0.0001905561,0.0001617503,0.0001038111,0.0001684724,0.0002768597,0.0000844379,0.0004053023,0.0003203032,0.0001068643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008307639,"about_ca_system_score_gemma":0.0002742342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07298343,"about_ca_topic_score_gemma":0.1947252,"domain_scores_codex":[0.9999349,0.000004774914,0.00000170379,0.0000340357,0.0000103837,0.00001426285],"domain_scores_gemma":[0.9999057,0.000005442697,0.00003454751,0.000004355973,0.00002648586,0.00002345307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007842631,0.0000525172,0.1541178,0.0001253356,0.00008071294,0.0003215208,0.002158389,0.000195136,0.8285394,0.00007265346,0.0004055359,0.0131467],"study_design_scores_gemma":[0.000001879958,0.00007382212,0.9966593,0.000005127302,0.00000860991,0.00007709814,0.0003464214,0.00006297688,0.002268242,0.00002509607,0.000466364,0.000005124877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988955,0.0002104708,0.0001281755,0.00003783707,0.000002522429,0.00000745265,0.0003160123,0.000008336939,0.0003937178],"genre_scores_gemma":[0.9971368,0.0002177915,0.0002791907,0.00007153873,0.000002248653,0.00004324667,0.0005393923,0.000006868075,0.001702942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07298343,"threshold_uncertainty_score":0.1451173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051030782953429,"score_gpt":0.2820060038682283,"score_spread":0.271495696038694,"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."}}