Is it possible that anti-scaling effect occurs because you are removing some middle layers to free up space for the extra output heads? I only scanned the paper

Is it possible that anti-scaling effect occurs because you are removing some middle layers to free up space for the extra output heads? I only scanned the paper quickly but what happens if you treat the technique as strictly additive and don't keep parameter sizes fixed?