{"id":"W584380875","doi":"10.1101/sqb.2011.76.fm","title":"Front Matter","year":2011,"lang":"en","type":"paratext","venue":"Cold Spring Harbor Symposia on Quantitative Biology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Kyowa Hakko Kirin; National Institute of Child Health and Human Development; National Institute on Aging; University of California, Irvine; School of Medicine, New York University; School of Medicine; Karolinska Institutet; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of North Carolina at Chapel Hill; National Institutes of Health; Terveyden ja hyvinvoinnin laitos; Johns Hopkins University; Università degli Studi di Padova; York University; PepsiCo; Amgen; Université de Genève; Yale Liver Center; Yale University; National Institute of General Medical Sciences; Massachusetts General Hospital; Constellation Pharmaceuticals; Kindai University","keywords":"Front (military); Chemistry; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001484034,0.0006085327,0.0005674388,0.0001999345,0.0001446856,0.0000397559,0.0005365715,0.000844888,0.002658018],"category_scores_gemma":[0.00006283732,0.0006107998,0.0003164136,0.0000608618,0.0003494923,0.000003711858,0.0001993828,0.0002932666,0.02054882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000529845,"about_ca_system_score_gemma":0.0002129017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006731691,"about_ca_topic_score_gemma":0.00001465624,"domain_scores_codex":[0.9973756,0.0002857229,0.0004688895,0.001153896,0.0001198029,0.0005960834],"domain_scores_gemma":[0.9982942,0.00004608233,0.0003164885,0.0008681834,0.0002314045,0.0002436674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001006655,0.0004924332,0.002232039,0.0002356871,0.0005328689,0.00001203493,0.00004768429,0.00001190178,0.4380976,0.2689595,0.2883472,0.00002448839],"study_design_scores_gemma":[0.0008133625,0.001383122,0.003265681,0.0001283145,0.00007990578,7.984779e-7,0.0000131253,0.000003760317,0.06029867,0.00004719111,0.9332183,0.0007477479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2646597,0.4272628,0.01033037,0.0007474485,0.01857875,0.003699215,0.004657291,0.0001511088,0.2699133],"genre_scores_gemma":[0.7519019,0.03586337,0.009661411,0.009757143,0.006382242,0.001387265,0.002711082,0.0008650145,0.1814706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6448712,"threshold_uncertainty_score":0.9996343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038170241867793,"score_gpt":0.279593298522765,"score_spread":0.2592115961040871,"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."}}