Small tweaks
Small tweaks

jamesrobertlloyd/kmc-research,jamesrobertlloyd/kmc-research,jamesrobertlloyd/kmc-research,jamesrobertlloyd/kmc-research,jamesrobertlloyd/kmc-research,jamesrobertlloyd/kmc-research