A scholarly or peer-reviewed article is one that is reviewed by a panel of experts in the field. The following are a few characteristics of a scholarly article:
An abstract, or summary, before the main text of the article
Footnotes and/or bibliographies that cite sources
Graphs or charts detailing the research process and/or results
Publication by a professional or academic organization