black ice is just thin ice. I suppose it might be more problematic because studs don't have anything to grip, but I've never really had an issue. Ruts are a problem.

I made the mistake once of getting off my bike and walking it on ice. Should have kept riding, it was slightly uphill and walking wasn't easy.