{"id":"W1819806745","doi":"10.1002/bies.201500106","title":"Cori meets Dobzhansky: Evolution and Gene Expression in St. Louis","year":2015,"lang":"en","type":"article","venue":"BioEssays","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Connaught Fund; American Society for Biochemistry and Molecular Biology; McDonnell Center for Systems Neuroscience; Stowers Institute for Medical Research; Michigan State University","keywords":"Natural selection; Gateway (web page); Mechanism (biology); Evolutionary biology; Biology; Selection (genetic algorithm); Gene; Computational biology; Genetics; Philosophy; Computer science; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004678564,0.0001305169,0.0001293647,0.0001085368,0.00004224539,0.00003513403,0.0001690727,0.0002262367,0.00001088257],"category_scores_gemma":[0.0002481985,0.0001074851,0.00003117318,0.0001281431,0.0001656111,0.000006079058,0.0002272905,0.00009167168,0.0000202868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003697809,"about_ca_system_score_gemma":0.0001316604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004869075,"about_ca_topic_score_gemma":0.00006237554,"domain_scores_codex":[0.9988421,0.00005882512,0.0002301255,0.0002587281,0.0002995729,0.0003106398],"domain_scores_gemma":[0.9993008,0.00001010054,0.00005079525,0.0002571898,0.0001085196,0.0002725885],"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":[0.0002050337,0.000152528,0.01812429,0.00007040679,0.00001830883,0.00001108202,0.0002421738,0.00001236423,0.9501895,0.0001285354,0.01930099,0.01154476],"study_design_scores_gemma":[0.004254557,0.001539222,0.01980628,0.0001038658,0.00001868999,0.00004173983,0.001078325,0.00148036,0.7289015,0.0015939,0.2404528,0.0007287437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987533,0.003120557,0.004877951,0.0005663215,0.0003836938,0.0003100323,0.00006375338,0.0000191487,0.003125572],"genre_scores_gemma":[0.9955868,0.0006041644,0.002806808,0.0001013862,0.0002297008,0.00001391997,0.0001513449,0.00001228535,0.0004936139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.221288,"threshold_uncertainty_score":0.4383115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519925876962647,"score_gpt":0.2813634411781731,"score_spread":0.2561641824085467,"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."}}