You're unfortunately incorrect. Many, many publishers rely on on a CPM based ad payment model rather than CPC, such that the site is paid based on the number of ad impressions seen, not clicked. Clicks have little/no impact on CPM.

I can relate to your intuition, but is that all you're going on? Do you know of any evidence to back this up?