In a large bowl, whisk together the flour, sugar, baking powder, and salt. Add the milk, melted butter, and vanilla extract, stirring just until combined.
Pour the batter into the prepared dish. Evenly distribute the blackberries over the top, drizzle the lemon juice, and sprinkle a light dusting of extra sugar.