As we all know a perfectly flat stone or diamond plate will never create a back that's perfectly flat. The same thing happens when you flatten the sole of a plane with sandpaper on a known flat surface like the bed of a jointer. It will always be slightly convex. Here's what I did to solve it. I bought 2 Atoma base plates and 2 replacement sheets, one 600 grit and the other 1200 grit. A friend of mine works for a company where they do metal work to incredibly tight tolerances and he made both base plates convex by 0.4mm over the length and by 0.2mm over the width of the plate. It might sound counter intuitive but this is a perfect way to keep the backs of chisels and plane blades flat. I don't use these plates for the bevels though, they are solely for flattening my chisels and plane blades.