Are high Amazon ratings enough to trust a base layer?

Not on their own. Amazon averages are informative but gameable, and the listings in this pool lacked independent expert or specialist-community corroboration. Rating volume helps: a 4.5–4.7 average across thousands of reviews (as on the WEERTI and Under Armour picks) is more reliable than a 5.0 across a few dozen.