Lead Scoring - How to map scores from a lead to a converted contact?

Lead Scoring - How to map scores from a lead to a converted contact?

I can't find any info on this? 
I have set up Lead SCoring and the same scoring rules for Contacts. 

What happens when I convert a lead? Does the score from the Lead module come over to the Contact module? Or do I need to map it? 

Thanks