Metaevaluation, namely the evaluation of evaluation, is favorable for the standardization and improvement of evaluation activity, correcting biases as well.There is a demand for metaevaluation mechanism because some confusion exists in current academic evaluation system.The evaluation of evaluators, the evaluation of evaluating corporations, the guild of academic evaluation, and academic publisher authentication are preferred solutions to initiate the metaevaluation mechanism for academic evaluation system.