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You receive it when you open up the App Store on the device but it doesn't work yet. I got the notification and it started downloading but right when it was finishing it said there was an error and it would download the next time I connected to iTunes. So I connected to iTunes and iBooks downloaded but it was the iPad version. My guess is that we have to wait until apple updates it to make it universal.
 
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