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Here you can find the data and code. We also provide information for readers interested in reproducibility (see below for instructions). > Full list of contents: **OSF Storage** - main_document.pdf: Pre-print version of the manuscript - sup_mat.pdf: Supplementary analyses - reproduce.zip: Ignore unless interested in reproducing the analyses, in which case please look for the "Information for reproducing analyses" section below. - evaluations.zip: all of the evaluation data. - metadata\_aclew.csv, metadata\_tsi.csv: Demographic information about the participants. Inside *reproduce.zip*, you will find the following files: - main_document.Rmd: File that can be used to regenerate the main manuscript. Ignore unless interested in reproducing the analyses, in which case please look for the "Information for reproducing analyses" section below. - sup_mat.Rmd: File that can be used to regenerate the supplementary analyses manuscript. Ignore unless interested in reproducing the analyses, in which case please look for the "Information for reproducing analyses" section below. - lena_eval.bib: Contains the latex bibliography needed to reproduce the main paper and supplementary materials. Ignore unless interested in reproducing the analyses, in which case please look for the "Information for reproducing analyses" section below. - readin\_cm.R, readin\_derived.R, readin\_ider.R: ancillary R files. Ignore unless interested in reproducing the analyses, in which case please look for the "Information for reproducing analyses" section below. - metadata\_aclew.csv, metadata\_tsi.csv: Demographic information about the participants. - fig_levels.pdf, figures/: ancillary files needed for knitting because they contain tables/figures in the text > Information for reproducing analyses: Some readers may want to check our materials for reproducibility. To regenerate the reports above, you will need RStudio. For further information on using Rmd for transparent (knittable) analyses, see Mike Frank & Chris Hartgerink's tutorial. 1. Go to https://osf.io/zdg6s/files/ 2. Download reproduce.zip and evaluations.zip. 4. Unarchive the downloaded zips. 5. Double click on the .Rmd file to launch RStudio with the correct working directory (or if RStudio is already running, change working directory into the folder containing Rmd and the other files). 6. Click on the "knit" button near the top of the RStudio window. If anything fails, the most likely issue will be that you are missing a library. This is easily fixed: In the commands section (near the bottom of the RStudio window), type install.package("LIBRARYNAME")
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