I don't want to get bogged down in the maths, I just want the risk of being captured reasonably small so that its possible to be mostly relaxed when outdoors and the pet population to be quite high. Think up any scenario that suits you for that to work (like huge numbers of imported dogs from poorer third world countries who abuse the system to make dog production a major export for their balance of payments).