You won't like this answer.
It does have dull finish gum -- which on most US stamps is not actually completely invisible to the naked eye. Most of the dull finish gum on US stamps has a very slight "yellowish" tinge. Unfortunately, for this particular stamp, the paper used is the exact same color as the dull gum. At least I can't tell the difference. I compared the back of my MNH to my used copy, and I cannot tell the difference (other than the slight waviness of the used stamp).
Since there are 2 paper types, the UV test doesn't work either.
I'm guessing you would rather not try the fingerprint test, so I'm afraid you will have to trust the seller. On the off chance that there might already be a fingerprint on the gum, hold it at a changing angle under a good light and see if you can spot any disturbances. Some people don't use stamp tongs and have "moist" fingers.
There are only a handful of US stamps that use completely invisible dull gum. One of them is the 20c fifty state birds/flowers pane. I used up a couple of panes with a gluestick thinking they were "no gum" until I finally remembered...

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