A drug recognition evaluator is a police officer trained to recognize which drug you are likely to be under the influence of so that the police will know what to test for. A drug recognition evaluator is likely to be brought in if you are obviously intoxicated but an Intoxilyzer does not detect the presence of alcohol (or if the amount it detects is too small to account for your observed degree of intoxication).