I was recently asked by an editor to offer (single-blind) peer review comments for some upcoming academic work on the Singularity. Having never done this before, I sought out some literature on how to do it.
In case others find themselves in this position, here are some helpful papers I found:
- Benos et al., How to review a paper
- Guilford, Teaching peer review and the process of scientific writing
- Provenzale & Stanley, A systematic guide to reviewing a manuscript
There was a very interesting discussion of exactly this question (at least as it relates to the mathematics community) on mathoverflow recently.