Shadow recs are tickers that passed ≥3/N gate rules but were not bought. They form a 2,513-ticker validation cohort — 31× larger than your 79 formal recs — and they answer: does the gate itself predict winners? The 5/5 tier is the loudest signal — narrow gate, high conviction.