{"id":"W4247815242","doi":"10.1101/sqb.2004.69.i","title":"COLD SPRING HARBOR SYMPOSIA ON QUANTITATIVE BIOLOGY VOLUME LXIX","year":2004,"lang":"en","type":"article","venue":"Cold Spring Harbor Symposia on Quantitative Biology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; RIKEN; University of California, San Francisco; University of North Carolina at Chapel Hill; University of California, Los Angeles; University of Illinois at Urbana-Champaign; Directorate for Biological Sciences; Chinese Academy of Sciences; Department of Biotechnology, Government of West Bengal; Murdoch Children's Research Institute; Temasek Life Sciences Laboratory; National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; Ulster University; Yale University; University of Glasgow; National Cancer Institute; Centre de Regulació Genòmica; Children’s Hospital of Wisconsin Research Institute; University of Oregon; Universität Wien; Medical Research Council; Joslin Diabetes Center; Massachusetts Institute of Technology; University of Pennsylvania; Oregon State University; National Institutes of Health; Ohio State University; Whitehead Institute for Biomedical Research, Massachusetts Institute of Technology; Bristol-Myers Squibb; Wellcome Trust; College of Staten Island, City University of New York; Centers for Disease Control and Prevention; Novartis Institutes for BioMedical Research; Tokyo Medical and Dental University; Universitetet i Bergen; Massachusetts General Hospital","keywords":"Spring (device); Volume (thermodynamics); Quantitative biology; Chemistry; Computational biology; Biology; Engineering; Physics; Thermodynamics; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.002646656,0.002048316,0.002035008,0.002293334,0.001058726,0.003108808,0.001837183,0.003077217,0.2517418],"category_scores_gemma":[0.003965068,0.001155998,0.001352795,0.002053463,0.001678285,0.002941842,0.003083258,0.006250321,0.124736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985276,"about_ca_system_score_gemma":0.002174748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254338,"about_ca_topic_score_gemma":0.00465881,"domain_scores_codex":[0.9988543,0.0001896608,0.0001156298,0.0002487261,0.0004770668,0.0001145438],"domain_scores_gemma":[0.998035,0.0004274669,0.0001108078,0.0003630058,0.0006505094,0.000413254],"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":[0.00008333588,0.00006316106,0.0002868521,0.000397037,0.00004596003,0.00008961668,0.00007904392,0.0002257841,0.002951236,0.02224237,0.843118,0.1304177],"study_design_scores_gemma":[0.00001471739,0.00001639683,0.0004168588,0.0001606453,0.000009760302,0.00005138119,0.00001705812,0.0001016201,0.0002249192,0.00346745,0.9955083,0.00001075225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001376851,0.2251732,0.03554498,0.05294354,0.1578077,0.0004818537,0.007183986,0.003932209,0.5155556],"genre_scores_gemma":[0.008898346,0.1291463,0.01434982,0.01704573,0.04283208,0.001337987,0.009806086,0.001163655,0.77542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2517418,"threshold_uncertainty_score":0.8421602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565836593583616,"score_gpt":0.3087611836921997,"score_spread":0.2831028177563636,"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."}}