The A3000 is, I think, the only Amiga model that stores some SCSI controller settings in memory that is backed by that battery (in addition to the Real Time Clock). Probably, default values are used if the memory is corrupt, don't know for sure.
It is not difficult to substitute a better battery AND remotely mount it so a leak is much less consequential. I personally prefer rechargable cordless phone batteries.