it's not digital noise but the iriver (analog) pre-amp
analog gain is in 2 or 3dB steps depending on line-in or internal mic
rockbox fills the gaps between those steps with 0.5dB gain steps from the decimator.
and because the decimator works on the full ADC precision iso 16bits, this causes no quality issues.