Have you considered MDF? Easy to work with a scroll-saw, sands beautifully, comes in a variety of thicknesses, laminates well for reinforcement, and paint/finish adheres to it great. I know most people building arcade replica cabinets swear by it. (when not swearing at it)
... and if worried about something sliding around atop it, spray adhesive and a sheet of rubber can work wonders.