Go to Conversion tools - To Geodatabase - Feature class to Feature class. This tool has a field map where you can right click the Global ID field and delete it (if you don't need it) This will save a new copy of the layer without the Global IDs. Then you will be able to perform your spatial join.
Remember, this is assuming you don't need the Global ID field.
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