{"id":"W2046159498","doi":"10.4161/epi.28322","title":"MAGI","year":2014,"lang":"en","type":"article","venue":"Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Center for Advancing Translational Sciences","keywords":"Biology; Annotation; DNA methylation; Computational biology; Statistical power; DNA sequencing; Genome; Methylation; Genetics; Gene; Statistics; Gene expression; Mathematics","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":[0.0002116402,0.0001114268,0.00008554581,0.00002808377,0.00006194727,0.0000212315,0.0001442331,0.0001089685,0.00003666619],"category_scores_gemma":[0.0001208127,0.0001129194,0.00005751932,0.00005821678,0.00004469101,8.401972e-7,0.00006692392,0.0000491632,0.00007303026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004691278,"about_ca_system_score_gemma":0.00002066341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005269354,"about_ca_topic_score_gemma":0.00001840584,"domain_scores_codex":[0.9992215,0.00006071451,0.0001575015,0.0002462755,0.0001159849,0.000197999],"domain_scores_gemma":[0.9993992,0.00001213361,0.00004877524,0.0003893468,0.00006478936,0.00008571996],"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":[0.00001590999,0.00005237883,0.02755451,0.00001118449,0.00002264761,5.838682e-7,0.00003491422,0.0009484006,0.9203836,0.001056164,0.001314489,0.04860522],"study_design_scores_gemma":[0.0002261878,0.0002247431,0.01963769,0.000002666003,0.000008768035,8.562885e-7,0.000006441955,0.0003420892,0.5438041,0.001505814,0.4340645,0.0001761719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120059,0.001571466,0.06388527,0.0001489662,0.0003137431,0.00009702438,0.000004490415,0.00001873777,0.02195439],"genre_scores_gemma":[0.9916288,0.0004082778,0.005531037,0.0002193087,0.0005173634,0.000006813465,0.00005875836,0.00002621624,0.001603475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.43275,"threshold_uncertainty_score":0.4604719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005656624754756713,"score_gpt":0.2304030214470766,"score_spread":0.2247463966923199,"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."}}