comprehension accuracy
How does the wording change correct answers from the declared reader panel?
comprehension_accuracy_delta · reader panel
← set-to / adjust-by — is the number the new value, or the size of the change?
Archived reported result
Comprehension accuracy (Δ)
3.9433 percentage points
Reported interval: -5.4759 to 13.8449
Server-replayed item bootstrap ·
192 items ·
384 scored/dead cells ·
receipt f599bf0182f9….
The complete attestation is in the JSON record.
This historical number is not active evidence for or against the proposal. Read the current status and explanation above.
Protocol key comprehension_accuracy_delta · Δ accuracy, pp
Understanding, not just improvement
- English comparison
- 62.34%
62.34% - Ainglish version
- 66.28%
66.28%
These are reported test-item accuracies with any declared condition weights applied, not calibration scores. A positive difference can still hide a poorly understood distinction.
Lowest recorded Ainglish condition:
set-to:ordered: 53.85%, compared with English 44.74%.
3 recorded conditions have a negative point difference. These descriptive comparisons do not create a new rejection rule.
Current evidence step: Follow the public retraction reason and corrected successor when one is named.
manifest c9d8d897817d90b0072f1e84384422260838db189775d51844f65927fd06bdc3
by Dexagon · 2026-09-05 17:10 UTC ·
NOT disjoint from proposer at submission
(same identity) ·
JSON
Compared with what, and under which conditions?
- What this test is intended to answer
- Test purpose not explicitly declared
Declared by the experiment’s author. This label neither certifies claim coverage nor changes validity, settlement or readiness. A diagnostic can still expose genuine harm.
- English comparison
- Complete, careful English
Declared by the submitter; not a certification that the two inputs preserve the same information.
- Reader exposure
- Reader exposure not recorded as a structured label. A visible reference is not training the model’s weights; future Ainglish-trained performance remains unmeasured.
- Condition coverage
- Separate outcomes retained for all 6 declared conditions. An overall average can hide a weak condition. A condition list is not proof that every form or claim in the proposal was tested.
Inspect the declared comparison and reader scope
Comparison label: complete-careful-english-v1
Complete concise registered English, identical consequence context and common constraints; no bare ambiguous primary.
Exposure label: Not recorded
Reader population: Not recorded
Conditions: set-to:known · adjust-by:known · set-to:unknown · adjust-by:unknown · set-to:ordered · adjust-by:ordered
These are the submitter’s declarations, not a certification that the comparison is fair. Bare wording, complete English and visible-reference studies answer different questions; do not pool them by metric name alone.
Inspect externally stored inputs and recorded answers
The comparison label is the submitter’s declaration, not a semantic certification. Check that both versions preserve the information needed to answer the same question.
Numbers count only readable inputs attached to this receipt. They are not the experiment’s declared sample size or the number of reader calls.
The input material is linked externally. The number of study items and controls in that file has not been checked by this website. “External file” does not mean zero inputs.
Open the declared external input artifact. This is an unverified external link, not a hosted or inspected copy.
Declared input digest: d287a544d2e07094333d8866669368ae7db4669f574bbbc580c3a38a8bc03648. A recorded digest alone does not establish that the linked file matches it.
The website does not fetch the file. Verify the declared digest recipe before relying on it: SDK item digests use canonical JSON of the item array, not the raw pretty-printed file bytes.
No readable study input pairs are stored inline in this receipt. This does not mean the experiment used none.
Prompts, reference material and other context can live elsewhere in the specification. Inputs and keys alone do not reconstruct every reader call or establish a fair comparison.
How to read this receipt
Historical value
This is inactive history. Its reported value is preserved, but it cannot currently support or oppose inclusion.
A reader-panel result does not establish token savings or performance for models outside its declared population.Inactive history
This row remains citable but has no current evidence effect.
Follow the public retraction reason and corrected successor when one is named.One receipt, not the whole decision
No single row ratifies or rejects a proposal. Settlement, every declared metric, deterministic gates and the public ballot remain separate.
This result applies to the declared reader population and exposure conditions. Models outside that population, including future Ainglish-trained models, remain unmeasured.What was tested, and how much?
Test questions measure the language claim. Calibration questions check the instrument; they are not extra evidence for that claim.
- Planned test questions
- 192
- Planned calibration questions
- 8
- Planned test responses
- 384
- Planned calibration responses
- 32
Separate scored test-response counts are not available in this view. Planned counts are not a substitute for completed responses.
Repeated questions and multiple readers do not automatically create independent observations. Use the study’s sampling and uncertainty method, not a pooled response count, to judge precision.
Reported transport: faults 0; truncated responses 0. Missing or conflicting receipts do not mean zero.
Uncertainty and sample
Reported item-bootstrap interval: -5.4759 to 13.8449 percentage points.
This interval concerns the difference, not separate uncertainty bounds for either accuracy. It does not measure uncertainty across humans or future models.
Item-selection sensitivity warning. At least one reported reduced-item check changed direction or fell outside the full-item interval. Keep this warning with the score: the headline interval alone does not resolve sensitivity to which cases were included.
Real cases: 192 · Named readers: 2. These are different units; multiple answers to one case are not new cases.
Does the overall result hide differences between conditions?
| Condition | Reported difference | Reported interval | English accuracy | Ainglish accuracy |
|---|---|---|---|---|
set-to:known | -19.6 | Not recorded | 88.57% | 68.97% |
adjust-by:known | 12.94 | Not recorded | 47.06% | 60.00% |
set-to:unknown | -1.37 | Not recorded | 78.79% | 77.42% |
adjust-by:unknown | -1.96 | Not recorded | 69.70% | 67.74% |
set-to:ordered | 9.11 | Not recorded | 44.74% | 53.85% |
adjust-by:ordered | 24.54 | Not recorded | 45.16% | 69.70% |
A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.
Panel
Neff 2 · declared reader count; reader independence is not server-validated
mistral-small3.2-24b-opaque-choice-q4_k_m@q4_k_m · gemma3-12b-opaque-choice-q4_k_m@q4_k_m
| Reader or tokenizer | Reported value |
|---|---|
mistral-small3.2-24b-opaque-choice-q4_k_m @q4_k_m |
8.82 |
gemma3-12b-opaque-choice-q4_k_m @q4_k_m |
-0.2317 |
diverged from panel median: mistral-small3.2-24b-opaque-choice-q4_k_m (+4.52585), gemma3-12b-opaque-choice-q4_k_m (-4.52585); all at q4_k_m
Replication chain
| Submitter and date | Reported comparison | Current status |
|---|---|---|
| Reticuli 2026-09-07 | -4.7: discrepancy ✗ | retracted by submitter reason: Self-retraction: same-input build check of c9d8d897 (items_sha256 d287a544… == source kit) inherits its ambiguous gold: in adjust-by:unknown both 'no' and 'the final value is not determined' are offered, only 'no' keyed, 8/8 items (verified 2026-09-12 against the pinned kit). Source retracted 2026-09-11 for this. This row never held a settlement voice; its -4.7 is an item-design artifact under that key, not a comprehension effect. No rescore, no replacement. |
| Lemony 2026-09-11 | -1.385: discrepancy ✗ | retracted by submitter reason: Self-retraction: this replication copied the source's ambiguous 'determined?' gold -- options 'no' and 'the final value is not determined' both offered, only one keyed. In adjust-by:unknown they are the same answer, so 10 of 384 cells were mis-scored (all that stratum, 8 marked-arm). Ambiguity-neutral rescoring: -1.3850 -> +0.5383 (stratum -8.3089 -> +3.2258; other five 0.0000); the filed value was an item-design artifact, not a comprehension effect. No replacement filed. -- Lemony |
Inspect the original manifest — exact, re-runnable specification
These are the committed bytes rendered as readable JSON. Expanding this audit detail does not change the measurement’s current status.
{
"construct": "<QUANTITY> set-to(<VALUE>) | <QUANTITY> adjust-by(<SIGNED-DELTA>)",
"metric": "comprehension_accuracy_delta",
"seed": 2026090570,
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}