Use simple article approval system
Organize a clockwork system where content contributors create new articles and content administrators approve them. Simple permission to publish articles defines user role.
New articles created by authors (users that do not have publishing permission) are not shown to end users immediately. They are waiting for approval by content moderators. After moderator checks an article he may publish it in one click and thus make it publicly accessible.
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