{"id":"W2075562514","doi":"10.1016/j.tig.2014.08.001","title":"Serving epigenetics before its time","year":2014,"lang":"en","type":"article","venue":"Trends in Genetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Epigenetics; Evolutionary biology; Computational biology; Epigenesis; Genetics; DNA methylation; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000359884,0.0002238377,0.000198225,0.0001631436,0.00006266536,0.00003073328,0.0002972377,0.0002464888,0.0001119694],"category_scores_gemma":[0.00007693892,0.0002383366,0.00008640359,0.0002700178,0.0000448032,0.000002446465,0.0001719872,0.0001126113,0.00006836469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002004158,"about_ca_system_score_gemma":0.00002499099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000469963,"about_ca_topic_score_gemma":0.0001079288,"domain_scores_codex":[0.9985229,0.0001226485,0.0003479545,0.0004308444,0.0001926354,0.0003829611],"domain_scores_gemma":[0.9991504,0.00001616894,0.00009577022,0.0005401441,0.00008273258,0.0001147802],"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":[0.00002526883,0.0001078215,0.03167123,0.00002352887,0.00002974186,0.00000237752,0.000169551,0.006544063,0.7224341,0.0001447456,0.0004691651,0.2383784],"study_design_scores_gemma":[0.001267819,0.001038459,0.1876423,0.00003085109,0.00004333484,0.000004714762,0.00001950831,0.02031837,0.6570489,0.001402943,0.1304341,0.0007487916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854354,0.002921524,0.001605706,0.0001565731,0.0001990799,0.00008604676,0.00001400712,0.00002066234,0.00956102],"genre_scores_gemma":[0.9919292,0.0003752437,0.003306527,0.0001239041,0.0004169339,0.00001178425,0.000213286,0.00005289722,0.003570236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2376296,"threshold_uncertainty_score":0.9719086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150169806417011,"score_gpt":0.2700034171249611,"score_spread":0.258501719060791,"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."}}