The full injection battery shows that sink-logit, projection-gate, and combined arms usually reduce damage from low and moderate structured-junk doses, while norm-gate arms reverse and can become worse than baseline at high doses; combo2 is strongest at the highest naturally structured-junk dose in every printed tier comparison where it is present.

arm: baseline · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.2

arm: baseline · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.4

arm: baseline · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.8

arm: baseline · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 1.6

arm: sink logit · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.2

arm: sink logit · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.4

arm: sink logit · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.8

arm: sink logit · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 1.6

arm: norm gate · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.2

arm: norm gate · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.4

arm: norm gate · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.8

arm: norm gate · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 1.6