These links contain more information about how to tell the difference between different types of publications:
Scholarly and Non-Scholarly Periodicals - WIU Libraries
Scholarly v. Popular Sources - University of Victory Libraries
Popular v. Scholarly Sources of Information - University of Miami Libraries