Don't throw the prop away. When you have time get the proper size wood dowels and insert these with epoxy and re-drill the holes on a good drill press with the proper size drill bits.

When I'm using a prop like NX on a 3/8" shaft I make a shim out of a Coke can. It makes a very good fit.