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What incentive do users have to deposit/upvote?

I think the incentive to vote is to say 'thanks' for a good submission (the votes are extremely cheap).

There will be definitely be many freeloaders though, if the site's successful.

Forget freeloaders, think traction. I can't imagine why I'd send bitcoins to this site versus just using Reddit.