Realistically it is far better to own your biases; they are ineradicable, and often fundamental to your personality, taste, relationships and values. But you should know what they are so you don't get led too far astray by them.

There's no way of measuring this kind of "bias", as far as I know. I get the impression it's a bogus concept.