Exactly! I have seen temperatures specified as degrees, without specifying Fahrenheit or Celsius. It's a bit like that.

My exposure to dB is mainly the RF field, and it's simple. dB is gain/loss (power ratio, just like the dictionary says!) and dBm is relative to a milliwatt. In software defined radio, you've got dBFS - relative to maximum representable. And they're all labeled correctly.