Preheat oven to 190º. In a small bowl, combine brown sugar, garlic powder, paprika, salt, and pepper. Drizzle oil all over chicken and generously coat with seasoning mixture, shaking off excess. Scatter lemon slices in baking dish then place chicken on top.