You just click (not right click) where it says Download. If it's an epub, your browser should prompt you to save. Sometimes, though, it will take you to another web page, where you can see the revision history. Then you click on the top one (to get the latest edition) and save that (as epub).
Once saved, drag it into Calibre.
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