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.

Reported and observed measurements

Assessments (0)

No immutable Assessment has been published for this Claim yet.

Runs (0)

No execution has been linked to this Claim yet.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
arm: baseline · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.2	0.032 nats	—	Not assessed
arm: baseline · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.4	0.138 nats	—	Not assessed
arm: baseline · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.8	0.771 nats	—	Not assessed
arm: baseline · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 1.6	2.695 nats	—	Not assessed
arm: sink logit · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.2	0.009 nats	—	Not assessed
arm: sink logit · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.4	0.041 nats	—	Not assessed
arm: sink logit · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.8	0.178 nats	—	Not assessed
arm: sink logit · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 1.6	0.778 nats	—	Not assessed
arm: norm gate · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.2	0.027 nats	—	Not assessed
arm: norm gate · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.4	0.124 nats	—	Not assessed
arm: norm gate · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 0.8	0.877 nats	—	Not assessed
arm: norm gate · seed: 0 · tier: FineWeb 10M · cutoff: q25 · junk_type: structured other context · dose_epsilon: 1.6	3.162 nats	—	Not assessed

Metric and conditions

Reported

Latest observation

Evidence judgment

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

0.032 nats

—

Not assessed

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

0.138 nats

—

Not assessed

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

0.771 nats

—

Not assessed

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

2.695 nats

—

Not assessed

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

0.009 nats

—

Not assessed

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

0.041 nats

—

Not assessed

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

0.178 nats

—

Not assessed

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

0.778 nats

—

Not assessed

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

0.027 nats

—

Not assessed

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

0.124 nats

—

Not assessed

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

0.877 nats

—

Not assessed

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

3.162 nats

—

Not assessed

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results