By the term "scale" in the above question if you are referring to the Tick marks on the axes then you can make them disappear by making use of the TickLength property of the Axes. If that's not what you are looking for then you can refer to the Axes Properties documentation for the other related properties.
>> plot(1:10)
>> set(gca,'TickLength',[0 0])
