But the opposite is also true: Some of the cropped versions are aesthetically pleasing, but enlarging the photo reveals poor composition or extraneous objects that diminish the appeal.
At any rate, you're expected to enlarge all of the photos during the judging process, not simply choose a few to enlarge.