No, you will not pay taxes on this rollover. If you notice box 2 on the 1099-R, it should have a zero in it. This is the taxable amount. The rollover does have to be reported to the IRS, however, so you will see the amount on the tax return, but you will see a zero in the taxable amount column of either Form 1040 or 1040A.
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