Why are you trying to use plates? That's not traditional. Why do you think you need them?
I typically see structural wood screws like the Wurth brand to reinforce a scarf, though not everyone uses hardware.
What wood is it? Oak is very acidic and doesn't mix well with metal so you need to protect any metal.