The criteria is not discretionary. They'll block ads that don't follow the guidelines defined by the Coalition for Better Ads [0] (Google is a member, but there is a lot of other members, like Facebook, ...). So yes, they'll block a site which has non-conforming Google ads.
[0] : https://www.betterads.org/