AFAIK the content is curated. So content with a little ammount of upvotes can show up if some admin wants to.
Furthermore, there are protections against vote rings. If, for example, someone votes directly on the URL for a story, or if the referrer is often the same, those votes are discarded.
However, you're right that the algorithm has evolved over time. Visit https://news.ycombinator.com/classic to see the previous algorithm in action.