Article- This is basically a paper that someone wrote and got published
Journal- "boring magazines" that publish articles
Peer Reviewed- experts in the field have read the article to make sure its not crap before they'll publish it
Scholarly- mostly synonomous with peer reviewed, also covers things like writing style and structure in some cases
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