From my couple experiences with PayPal, they take the money from your bank account and send it to the other persons PayPal. There is no intermediary.
If you get scammed, which happens all the time here on the nation, sadly, you can file a dispute with PayPal to get your money back. However, these investigations usually take easily a month by the time it's over. But it's better than nothing.
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