This week we chatted to Chris Hartgerink a PhD metascientist (the science of science) and open access advocate, whose core focus is on data fraud. Chris was recently featured in this Guardian piece - he ruffled plenty of feathers when he modified and implemented Statcheck, a tool developed by fellow metascientist Michèle Nuijten that scans tens of thousands of research papers and analyses the credibility of the findings. We talk data fabrication, the unfortunate resistance to skepticism in science, how to separate criticisms of research findings from personal attacks, and how we can reinvent science with what we know now.