Unblinded tests mean that the tester knows where the bomb is. Imagine you have a bomb on a table. Someone brings a bomb detector over and when they point it at the bomb, it indicates that a bomb is detected. Point it away, and it stops. This is a very convincing demonstration if you don't suspect shenanigans.
