Scholarly Articles- Articles written by experts that can either be primary research or a review of the literature on a particular subject.
Peer Reviewed Articles- Articles reviewed by experts/ scholars in the field that meet specific criteria with regards to a specific publication or discipline.
Peer-review means that the article was reviewed by scholars and meets certain standards with regards to a publication or a discipline. Peer reviewed/scholarly articles are typically written by professors or specialists. A great clue that something is peer reviewed or scholarly: The article contains a list of references or cites.