Select Edit metadata -> Edit metadata individually
Add the missing info (at least title and author - and hit the arrows to get the sorted versions), and then (if it is a "published" work) select download metadata. You may want to add plugins that search additional sites for metadata.
This is a good idea even for ebooks that have metadata.
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