The hot battery bus is connected to vital emergency equipment so they are live all the time ie engine fire extinguishers.
Switched battery bus does other emergency equipment like the emergency exit lights when they are in the armed position so when ac power is lost they illuminate.
To get an understanding of the difference its prob best to look at the uses of the hot and normal battery bus.