Are grant reviewers consistent in their proposal scoring?

Many of us have been in the situation where Reviewers 1 and 3 love the proposal, but Reviewer 2's scores are enough to keep the application well out of funding range.  An interesting recent Nature Careers Podcast sheds some light on the issue of low agreement among NIH grant reviewers.