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The domain-residual causal test: same G2a recipe, 5x the corpus (144,662 units from cleaned Tashkeela, classical + MSA). Gate >= 0.5pp over G2a's 4.5701.
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Units staged on rababa-datasets (144,662 train / 18,144 val from the cleaned corpus). Same recipe as G2a; the pre-registered gate attributes or reframes the domain residual.