Significant reforms have been made to ensure the quality of confirmatory research, however, little exists on understanding how to determine the quality of exploratory research. The ability to assess the quality of exploratory research is vital to increase publication and funding of exploratory work. During this hackathon we will look at the different types of exploratory research and question the criteria required to assess its quality.