Our reviewers are constantly saving and closing instead of submitting their reviews. As we have nearly 400 reviewers this is a weekly problem.
Having the submit button at the bottom of the page, I believe is more practical and logical flow to the review process.
Reviewers rarely actually submit the reviews. The review process seems difficult to them and its hard to explain something that you can't see what it looks like on their screen.