I am trying to figure out how to configure free shipping for orders over a specified amount in cart. Can it be done?

Yes it can be done with custom shipping by using the total of cart or with real time shipping, by setting the markup percentage negative one-hundred percent.

I guess I can help you out more if I knew which option you were using, so I can give the pros and cons.