While collecting material left over from a completed shaker screen change, the employee (EE) was in the process of moving a steel plate to be taken down from the tower. During the movement, the plate shifted unexpectedly and pinched EE's finger between the plate and the catwalk. The employee reported that EE removed EE's glove and noticed bleeding from the tip of EE's finger.