الْقَاضِي is definite because of الْـ; the final yāʾ is retained.
When this noun is indefinite, its usual nominative and genitive form is قَاضٍ. Its accusative form is قَاضِيًا.
Source boundary: The printed book examples use الْقَاضِي; the indefinite forms are an additional teaching explanation.