"Professors had to pay the their salary + overheads on the percentage they worked on the project (those percentages often add up to to more than 100%, while not reducing teaching load)."

They better not have. This is actively illegal. One of the major activities of our grants office is making sure you don't go over ~ 95% effort (you also can't write grants while supported on a grant).