Does Google Care about antyhing other than backlinks

I found this report today: http://s3.amazonaws.com/CBMedia/Page-Rank-Study-Findings.pdf
It claims that Google has very little interest in your website other than the quality of Backlinks when assigning Page Rank.

I would be interested to hear your thoughts.