Looking at the Impact Factor of a Journal can help but it's not perfect. For example Nature and Science, generally considered the most prestigious journals in the world, have impact factors around 1000 and smaller but still quality niche Physics journals might be in the low hundreds.
The bottom line is that as a Layperson it would be extremely difficult to vet the validity of any given paper let alone whole journals.