It means something more specific in government job parlance I believe, but essentially you are still employed but not getting paid your salary and you don’t work. Usually (and most importantly) it means that your benefits like health insurance continue as well.

Are you eligible for unemployment or do you have to accept $0 income for the unforeseeable future?

It's not like that. You just wouldn't work/be paid for one week of the month, for example.