There seems to be a problem with one of the battery contacts in my Canonet. I think the spring pushing the pin onto the battery might have become defect, leading to a lack of contact. Now there's some corrosion from the battery leaking in there too, because I left it in there for too long. Pic related.

Any ideas how to fix this?