> If you say: My science is published in journal X, then the funding agency will think it is good science/bad science without actually trying to understand what your science is about.
Not only is this correct, but it is the origin of peer review as we know it today.
Despite what most academics assume, peer-review itself is a relatively new concept in science. Nearly all of the most incredible scientific discoveries were not subject to peer review as we know it today.
Peer review was in fact created in as a response to a decrease in scientific funding in the 1970s. It was a deliberate attempt to create credibility in order to bolster funding.
I find it somewhat absurd that the current state of peer review is considered a pillar of "good science", when not only has most of the greatest science done without it, but double-blind peer review and a culture of publish or perish has lead us to things such as the reproducibility crisis. And in general the vast majority of publish work being questionable garbage that only remains unquestioned because of a culture of fear around question the corner stone of artificial credibility created solely to increase funding.