Yes. +6dB is twice the voltage, +3dB is twice the power.
Yes, it is power gain, but opamps aren't rated for power gain.
Opamps use negative feedback to reduce the voltage gain to a usable amount, reduce the distortion and increase the bandwidth.
The output voltage of most opamps cannot quite...