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The frameon argument shifts the plot axes to the right leaving a strip of blank canvas to the left of the plot axes, while increasing the figure's width. Altogether, a highly undesirable side-effect.
A search for frameon in issues produced nothing describing this problem. A wider google search uncovered a couple of references to this problem but the solution still eludes me.