Original: The exclamation mark is used with restraint: it is an expression of surprise or emotion that is generally unsuited to a scholarly or encyclopedic register.
Simplified: This is because exclamation marks are an expression of surprise or emotion that is not appropriate for a 'neutral' encyclopedia.