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It is very important to distinguish between society and commercial publishers. Society publishers, by and large, publish both the less expensive and the more cited journals.
Commercial publishers are at the root of the problem, having largely destroyed the author-page-charge/low-subscription publishing model, prevelant until recently, by introducing their no-page-charge/high-subscription publishing model.