The gizmo is only a marking tool, to actually remove wood you need much more pressure than the small gizmo could provide.
A separate scraping tool will give you better control of where you take wood off, I often just scrap off the pencil lines.
The key to having an effective cabinet scraper is knowing how to sharpen one, they are pretty amazing if you roll the hook just right.