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Strangely, cherry tree meat isn't just some kind of cherry steak... it's horse meat. Hopefully you'll just remember that due to the strangeness of this word's kanji.
The reading is the words 桜 and 肉 put together into one horse steak of a word.
You should come with me to the horse meat party. It’s going to be hip.