{"id":"W3100086432","doi":"10.1103/physrevx.8.021035","title":"Inheritance of Cell-Cycle Duration in the Presence of Periodic Forcing","year":2018,"lang":"en","type":"article","venue":"Physical Review X","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; H2020 European Research Council; Helmholtz Association; Israel Science Foundation; Minerva Foundation","keywords":"Forcing (mathematics); Circadian clock; Coupling (piping); Circadian rhythm; Nonlinear system; Biological system; Realization (probability); Physics; Biology; Statistical physics; Mathematics; Neuroscience; Statistics; Atmospheric sciences; Materials science; Quantum mechanics","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":[0.0001717847,0.00005303415,0.0001490123,0.000007043895,0.00001600313,0.000002071309,0.0001487399,0.00001502181,0.000004474308],"category_scores_gemma":[0.0000620145,0.00003713484,0.00008495325,0.0001656007,0.00008571072,0.000002299341,0.00003177541,0.00002751354,0.000002449366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002614569,"about_ca_system_score_gemma":0.00001781047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005953342,"about_ca_topic_score_gemma":0.0000141807,"domain_scores_codex":[0.9994591,0.00008308318,0.0001686828,0.0001149295,0.00009980446,0.00007433932],"domain_scores_gemma":[0.999536,0.00001362349,0.0001095381,0.0002721219,0.0000567388,0.00001192131],"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":[0.000009690158,0.0000912347,0.001226658,0.0004888253,0.0000131362,1.922456e-7,0.0001628281,0.0000652681,0.9954277,0.0001976243,0.0003112039,0.00200567],"study_design_scores_gemma":[0.0002578734,0.0003396469,0.01181594,0.0007046459,0.0001104206,0.000001690106,0.00007077907,0.002433091,0.977971,0.001073564,0.005053154,0.0001681857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873937,0.01173364,0.0001704314,0.00007981499,0.00001241513,0.000119088,0.000001014793,8.416874e-7,0.0004890748],"genre_scores_gemma":[0.9968594,0.002788364,0.00009961683,0.00008851735,0.0001315308,0.00001155061,0.000004340588,0.00000378913,0.00001283669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01745666,"threshold_uncertainty_score":0.1514315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053900884179173,"score_gpt":0.279817796868652,"score_spread":0.2692787880268603,"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."}}