A special property of the expected log likelihooda special property of the expected log likelihood

It is shown that linear transformations of the logarithm are the only functions of the likelihood whose expected values discriminate between correct and incorrect likelihoods by a simple ordering property, assuming the correct probability density function is continuous. Also, an extension of this result is given for the predictive densities considered by Akaike.