It is the latter as is made clear by the significant loss of accuracy on the race type (from ~66% to ~56% accuracy) in the 'debiased' model. This is not a debiased model but a differently biased model, i.e. the bias on accuracy has been turned down in lieu of the bias against stereotyping.