But for a discipline such as molecular biology, where resource requirements are very high, the gap is quite wide, with male faculty publishing at significantly higher rates than their female colleagues. ???We need rigorous mechanisms to help us not be unfair in the workplace,??? Amaral said. ???We need facts to start studying these biases and get changes in the culture.