Not exactly "not physically extractable", but extractable only slowly, probably contaminated by water, in a way that is very expensive to refine.
People jump over the details in normal times, but then times get abnormal and impossible things start to happen.
i don't think extracting water from gasoline would be difficult at all, but probably plenty of other contaminants possible.