Still unsure if a journal is scholarly, try Ulrich's.
Is my Academic/Scholarly journal article peer-reviewed?
To be considered peer-reviewed, a scholarly article must go through an additional step when submitted for publication. Each article is sent out to (usually two) other researchers in the field for blind review at which time the article can be accepted as is, accepted pending changes, or rejected.