Peer-reviewed and refereed are synonyms. In a peer-reviewed journal, articles are examined by experts in the field to determine their merit.
These experts will read the work and determine the accuracy of statements made, citations, etc.
Peer reviewed journals are usually scholarly in nature, but may occasionally be trade journals and reviewed by people who work in a particular field – chemistry, automotive, etc.
There are several ways to find out