^^^^Visually the road looked pretty much as you describe....they looked like shiny ice, and the cars were indeed sliding about (which doesn't mean much I guess).
But I was only running studs in the front, I just had a regular mountain bike tire in the back, and I couldn't break the back wheel loose even charging uphill. I think the ice was pretty soft.