{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001132485,0.002261697,0.001645593,0.001376212,0.001544656,0.005702713,0.00224198,0.004010524,0.7184941],"category_scores_gemma":[0.001593828,0.0009305488,0.001370551,0.001362926,0.001152696,0.002911392,0.002843507,0.004782041,0.7040839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196905,"about_ca_system_score_gemma":0.002049034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068056,"about_ca_topic_score_gemma":0.003759969,"domain_scores_codex":[0.9989549,0.00007479043,0.00006391712,0.0004392937,0.0003583527,0.0001087468],"domain_scores_gemma":[0.998743,0.0001229486,0.00007665649,0.0002592754,0.0003918505,0.0004063517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001326331,0.00009187339,0.0006756747,0.0005923971,0.0000468691,0.0002894361,0.00007086587,0.0001496083,0.009833138,0.01338322,0.8101617,0.1645726],"study_design_scores_gemma":[0.00002128741,0.00002370302,0.0003953933,0.0000943733,0.000007001543,0.00007841831,0.00001914642,0.00008352643,0.0006145936,0.0007476177,0.997907,0.00000796411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001533118,0.01889765,0.005641071,0.01363367,0.02505924,0.0003966709,0.01065739,0.0047113,0.9194699],"genre_scores_gemma":[0.00289345,0.006858769,0.002854436,0.005825088,0.001983319,0.0002720684,0.008113182,0.0005856889,0.970614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2815059,"threshold_uncertainty_score":0.401534,"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."}}