I scraped down through the finish before using the oxalic acid the
> first time. =A0Have used it probably three times, and each time it was a
> hot solution as saturated as it would get.
That may be a problem; oxalic acid is unstable, it wants to stay cold (and of course, you have to handle it with glass or plastic, it gets poisoned in a steel or stainless container).
It makes iron stains go away by dissolving the iron, but you want to rinse away the solution or the iron comes back again when the oxalate destabilizes.
Rather than scraping, I'd use a chemical stripper. It's much easier, and finish penetration might defeat scraping.