Rather tangentially...
Here is a linguistic danger of your article. It's not much of a danger if one reads the text in order, but if one starts with headlines, "How common are coding errors in research?" could be confusing because many fields of research (probably most researchers) use "coding" to mean "labeling." eg, when a human watches a tape of a monkey and codes it as "looked left" or "looked right." And they keep track of rates of "coding errors."
So I'd suggest changing that headline to "programming."