[audit]

it seems that 'creativity' measure should be based on the judgment of others who presumably, spend a lot of time trying to solve similar problems.

If creativity, is just a measure of 'surprise' -- then it could be easily subjected to unfair measurement. Because 'surprise' on its own can happen easily.