I learned the term for such mechanical watches is https://en.wikipedia.org/wiki/Skeleton_watch

I disagree with Wikipedia's definition covering any design where the guts are visible from either side, in my experience "skeleton" always refers specifically to the dial being hollowed out or transparent. When the dial is opaque but the rear is transparent it's usually called an "exhibition caseback" instead.