See reference is telling you to look up the reference.
See also is telling you to look up the reference AFTER checking it with something you looked up earlier.
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A "See reference" directs the user to another location for more information or related content within the same source. A "See also reference" suggests additional sources or materials that provide complementary or supplementary information on the topic.