Eh, not really much prestige, but perhaps lots of press.
The big thing is to not take any single paper as "scientific truth" like what you read in a textbook. The scientific literature is not a textbook, it's the place where science's self-correction happens. Things in text books have been battle-tested, and widely accepted usually due to replication. And even then, textbooks have errors and perpetuate some falsehoods! Any individual scientific paper will not even likely be replicated, because it's working on something that did not turn out to be fundamental to the path of science.
Scientific papers in the literature are how scientists share their small steps while exploring the n-dimensional world. That n is very high, so there are lots of directions to explore, and most of them will not be that interesting. If it is, somebody else may decide to take a look too. If it's a hot-topic, then many many people will. Scientists have to operate in a world where they are exploring what is and is not true, and their relationship with uncertainty is strong; it's absolutely essential to embrace uncertainty.
The biggest thing is to distrust news reporting about science. It's correct about 1% of the time. The motivations of a reporter trying to somehow make an interesting article by deadline on a topic they don't understand are far more distorted than the scientists publishing a paper they expect 30-50 people to ever read. And that's if you actually get a real reporter to look at these things; most articles are just press releases that are cut and pasted from a university press lackey into the newspaper's publishing system. Those are usually even worse.