Trash like, they could recite some programming knowledge from books/classes, but once you asked them to start thinking on their own, they fell apart. For example, asking them to model a simple, scenario, such as orders, line items, customers, etc.... (but one in the domain I was hiring for). They had no clue how model it in a way that would work. Or, asking them to work through a problem, logically trying to solve something, or going through the steps they would use to solve a problem.
Sometimes if they made it far enough, I'd sit with them at a computer and ask them to do something fairly simple, but something they most likely hadn't done before, so they need to figure out how to... then watch how the interact with the IDE, how they figure out how to do something (they can use the internet, any tools, ask me, etc). And most of the time, they just fall flat on their face.