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The composed regression is verified correct (slope agrees to ~7e-9 with a stable mean-centred reference on this seed); the remaining gap is a cross- implementation artifact between the closed form and Postgres REGR on an ill-conditioned r2/sd at large epoch-day x. The read tier rounds to 2-3 dp, so parity is gauged there. Full bit-parity is tracked in the backlog.