Dr. C.H. Curran, former curator of insects at the American Museum of Natural History in New York City, surveyed the bugs back in the 1950s. His studies showed that the woolly bear caterpillars had an 80 percent accuracy rate. However, today's entomologists say no one has been able to replicate the study.