Make the batter: Whisk flour, sugar, baking powder, and salt together in a mixing bowl until evenly blended. Stir in milk, melted butter, and vanilla until combined but still slightly lumpy. Pour over berries in the baking dish.
Bake in the preheated oven until berries are tender and the crust is golden brown, 55 to 60 minutes.
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