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These files (along with the data files available here: https://osf.io/rv7eb/) can be used to recreate the manuscript from scratch. The manuscript was written in R Markdown where regular prose is interleaved with analysis code (paper_RR_Universe.Rmd). In addition to the data files, the script calls upon a separate appendix file (appendix.Rmd), bibliography file (references.bib), and citations style file (rsos.csl). A fully reproducible package is available in a Code Ocean container (https://doi.org/10.24433/CO.03fa2564-3910-4982-9882-4f2fcec50385.v3) which re-creates the software environment in which the original analyses were performed.