{"id":"W4361279070","doi":"10.1111/1755-0998.13791","title":"<scp>DNA</scp> methylation‐based biomarkers for ageing long‐lived cetaceans","year":2023,"lang":"en","type":"article","venue":"Molecular Ecology Resources","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"LGL (Canada); Fisheries and Oceans Canada","funders":"Paul G. Allen Family Foundation","keywords":"Biology; Ageing; DNA methylation; Methylation; DNA; Computational biology; Evolutionary biology; Genetics; Gene; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001021266,0.0004282062,0.0002901351,0.002240136,0.0002685873,0.0007960564,0.0005108567,0.0008507351,0.02052249],"category_scores_gemma":[0.001673003,0.0001556567,0.0001962801,0.00130781,0.0003279699,0.0004427761,0.0006087747,0.000822402,0.004720118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004269866,"about_ca_system_score_gemma":0.0003121274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637659,"about_ca_topic_score_gemma":0.006167185,"domain_scores_codex":[0.9997692,0.00006490623,0.0000219077,0.00003686199,0.00009318676,0.0000139384],"domain_scores_gemma":[0.9990309,0.000301299,0.000149794,0.00007459339,0.0003439102,0.00009935314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007057477,0.00008742262,0.02324654,0.00253103,0.0002071853,0.0008819635,0.0001686509,0.001564643,0.1187544,0.005201235,0.3766139,0.4700373],"study_design_scores_gemma":[0.00007129378,0.0003771599,0.1409202,0.0008933051,0.000118986,0.00180035,0.0002011161,0.001614683,0.0438698,0.01032657,0.7997451,0.00006140055],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08348836,0.3380278,0.07244982,0.09168061,0.01069145,0.001264897,0.1155408,0.007077353,0.279779],"genre_scores_gemma":[0.376812,0.1724235,0.1068044,0.02947064,0.009623266,0.001486109,0.07133422,0.001006571,0.2310392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02052249,"threshold_uncertainty_score":0.06865454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883530328067393,"score_gpt":0.2528643747953394,"score_spread":0.2340290715146655,"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."}}