I'd say popular magazine articles and research articles share similar demerits, just from different perspectives. The popular article is shallow and broad and overspimplified while the research article is deep and narrow and usually overcomplicated.

Thus both provide a less than ideal introduction into any novel subject, though I see most popular articles as less 'toxic' than most research articles, especially towards encouraging further interest in the neophyte reader.