Because it was stated that WB had no scars on his back:
And the scar/s we saw on his body were only on his chest.
So, unless Oda decide to troll us with an unseen scar on his legs, of which considering the narrative consistence and quality of recent OP I am not that unsure, the one who made a scar should definitely be Roger.