It’s a solder tab CR type battery.
I can take the thing apart but my hands are too shaky with a soldering iron.
It will get replaced, though. Probably install a small terminal for easier replacement in the future.
But the experience did make me want a simple mobile solution for sysex dumps, and also that I would much prefer the +Drive model.