MAG forecasts the magnitude of next-day movement for symbols SIG forecasts will go UP. The candidate list is gated by a minimum SIG accuracy threshold (configurable) — symbols whose SIG history is below the threshold are dropped before MAG even runs, so MAG never spends compute on calls that cannot be acted on with confidence.