Github doesn't put the info of who pushed the merge button into the merge commit message that it signs. I wonder what it actually attests by putting authors and coauthors into the merge commit.
edit:
The Co-authored-by fields can be trivially forged, and then Github signs it. The only question is who it acknowledges as the author. It seems to be the PR opener, from what I could gather.