The site returns direct pdf links only for paywalled journals. If you put in a DOI for an article that's hosted on a free-access journal, the site redirects you to the article's page on the journal, so you can download the pdf directly from them. This behavior might be the cause?
[0] - https://twitter.com/Sci_Hub/status/731467465973174273?ref_sr...