Google Says Thin Content Issues Are Site Specific, Not Page Specific

Google's John Mueller was asked about thin content issues on the last webmaster hangout and John explained this generally applies to the site as a while and not a page by page basis. So it seems a site in general can be labeled as having thin content but not because of single pages here or there?