I think that's a different wire harness.
I did a in-depth research and compared the diagrams of the harnesses.
Apparently they sent me a CR-V harness with a canbus harness.
Some of the pin outs were missing. One for illumination, hence when turning on and off the head light, it didn't change the brightness level of the screen. Amp turn on & Off switch (Pin 21 of 24 pins) was wired but it was directly hooked to the CANBUS accessory harness, not from the headunit power harness, hence it did not receive the signal. The headunit power harness connected the power wire to canbus and then to the honda harness that's why the power was cut.
In short, they sent me a wrong harness that just had 2 of the 3 matching harnesses (1 missing is the HFL unit I assume).
I have a metra harness for Honda without the RCAs (1730), but the typical colorful wires so I am going to cut the android harness wires and reconnect with this proper Honda metro harness as this one seems to have all the necessary cables in the right places (amp turn on/off is called as POWER ANTENNA on Honda Metra), illumination, ground, and 12V.
I will give an update after this.