Hi, Simon. You didn't mention the AC voltage applied, or the frequency of interest. However, most hobbyist circuits of this type use audio frequency low voltage signals. So, just about any low leakage non-polarized cap will do (audio non-polarized electrolytics are out). Ceramic might have been chosen by the circuit designer because of cost. Availability is a problem for the biggest ceramic caps.
A good fairly low cost non-polarized cap of this type would be polyester. Maplin doesn't have one of that value, but Farnnell does. Look at their order number 108799 for a smallish 100VDC/63VAC radial lead poly cap that should do the job. Be sure to check applied voltage first. If you need a higher voltage, just use the component selector to menu Capacitors-->Polyester-->4.7uF, and choose what you need.
Good luck Chris