Scholarly journals are also called academic, peer-reviewed, or refereed journals. Strictly speaking, peer-reviewed (also called refereed) journals refer only to those scholarly journals that submit articles to several other scholars, experts, or academics (peers) in the field for review and comment. These reviewers must agree that the article represents properly conducted original research or writing before it can be published.
(guides.library.cornell.edu/scholarlyjournals)
“Looks” like an Academic/ Scholarly Journal
Detailed description on its About, Aims & Scope sections
Plain visual appearance with minimal advertising and colour
A "received" date and "accepted" date, which indicate a peer review process prior to publication
Has an abstract on the front page, which summarizes the content of the article
“Predatory journals and publishers are entities that prioritize self-interest at the expense of scholarship and are characterized by false or misleading information, deviation from best editorial and publication practices, a lack of transparency, and/or the use of aggressive and indiscriminate solicitation practices.”
Extract from Nature. https://www.nature.com/articles/d41586-019-03759-y
Identifying Predatory Journals: Some things to look out for
Learning how data and statistics are used in everyday media is another step that can help us in distinguishing the real meaning within the data represented.