Just in case anyone else has this issue, these are the steps I followed:
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Put the Core into DFU mode.
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Install the DFU-Driver (Tutorial: Installing DFU-Driver on Windows [24 Feb 2015]). I didn’t add it to my Windows path
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Flash the firmware file
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Redo “particle setup”