"The main criticism in the article seems to be that, in much of current scientific practice, the self-correction doesn't happen immediately."

Wrong. This is not the main criticism of the article. It is not a problem if self-correction doesn't happen immediately. It is, however, a problem if the rate of self-correction is not fast enough to compensate for the ratio of 'horrifyingly wrong' to 'generally correct' papers.