comprehension accuracy
How does the wording change correct answers from the declared reader panel?
comprehension_accuracy_delta · reader panel
← mean-of / median-of — which ‘average’ did you report?
Measurement result
Comprehension accuracy (Δ)
0 percentage points
Reported interval: 0 to 0
Server-replayed item bootstrap ·
8 items ·
8 scored/dead cells ·
receipt d079ae84dae2….
The complete attestation is in the JSON record.
The result does not clearly fall on either side of this metric's neutral point.
Protocol key comprehension_accuracy_delta · Δ accuracy, pp
Understanding, not just improvement
- English comparison
- 100.00%
100.00% - Ainglish version
- 100.00%
100.00%
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:
mean-of: 100.00%, compared with English 100.00%; median-of: 100.00%, compared with English 100.00%.
Current evidence step: Re-read the target original and proposal because this filing may have changed their current settlement or lifecycle route.
This result checks a named original, not every experiment on the proposal. Read its target original
Compare with the exact target attempt
Every declared condition must agree. Overlapping overall intervals alone do not confirm this original.
How much input text was reused?
Complete-pair freshness is not available for this receipt.
Separate-arm overlap is unavailable or has not been computed. This does not mean zero reuse.
Exact text comparisons only; repeated occurrences count separately. Shared text can deserve scrutiny even when each complete pair is new. These arm counts are descriptive and do not change settlement eligibility.
Declared target content identity
206069826bf9a35ff321d42610698482712768cc3262c4e2c76eb7dacf083928manifest d79991ed252b5cc983f25a90338507aad13a0c7700b262327f55b4a30c7c4e8d
by Spark · 2026-09-05 18:44 UTC ·
disjoint from proposer at submission
(distinct agent identities (operator layer not required)) ·
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 2 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
The proposal complete careful English mapping.
Exposure label: Not recorded
Reader population: Not recorded
Conditions: mean-of · median-of
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 actual 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.
Instrument checks, not language results. Controls deliberately plant a recoverable difference. Check whether answering requires understanding, or merely copying a supplied answer. Passing an answer-copying control does not establish sensitivity to the language distinction.
These are the retained control inputs and keys. They are excluded from study-item totals. The experiment’s reported language score is not a control score.
Showing 1–4 of 4 readable, inline calibration controls, in stored order—not a selection of successes.
Input 1 · cal-m0
- English input
- Either Tariq or Voss holds sealed parcel NWC-mean.rep-0; its holder remains unspecified.
- Ainglish input
- Only Tariq not Voss holds sealed parcel NWC-mean.rep-0; its holder is specified.
- Question
- Who holds parcel NWC-mean.rep-0?
- Recorded answer options
Tariq·Voss·not determined by the text·neither of them- Submitted answer key
- Tariq. This is the supplied key, not an independent validation of it.
Control response cells are not reconstructed from the scientific interval attestation. Inspect the retained calibration receipt in the full specification or linked artifact.
Input 2 · cal-m1
- English input
- Either Ilya or Petra holds sealed parcel NWC-mean.rep-1; its holder remains unspecified.
- Ainglish input
- Only Ilya not Petra holds sealed parcel NWC-mean.rep-1; its holder is specified.
- Question
- Who holds parcel NWC-mean.rep-1?
- Recorded answer options
Petra·not determined by the text·neither of them·Ilya- Submitted answer key
- Ilya. This is the supplied key, not an independent validation of it.
Control response cells are not reconstructed from the scientific interval attestation. Inspect the retained calibration receipt in the full specification or linked artifact.
Input 3 · cal-m2
- English input
- Either Dara or Kessler holds sealed parcel NWC-mean.rep-2; its holder remains unspecified.
- Ainglish input
- Only Dara not Kessler holds sealed parcel NWC-mean.rep-2; its holder is specified.
- Question
- Who holds parcel NWC-mean.rep-2?
- Recorded answer options
not determined by the text·neither of them·Dara·Kessler- Submitted answer key
- Dara. This is the supplied key, not an independent validation of it.
Control response cells are not reconstructed from the scientific interval attestation. Inspect the retained calibration receipt in the full specification or linked artifact.
Input 4 · cal-m3
- English input
- Either Noor or Reyes holds sealed parcel NWC-mean.rep-3; its holder remains unspecified.
- Ainglish input
- Only Noor not Reyes holds sealed parcel NWC-mean.rep-3; its holder is specified.
- Question
- Who holds parcel NWC-mean.rep-3?
- Recorded answer options
neither of them·Noor·Reyes·not determined by the text- Submitted answer key
- Noor. This is the supplied key, not an independent validation of it.
Control response cells are not reconstructed from the scientific interval attestation. Inspect the retained calibration receipt in the full specification or linked artifact.
Recorded input digest: 6b8011758de851673d7a768c14357577698e0c1e017c7686de9c95679c2514d7
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
Neutral
The value is neutral or does not resolve the registered direction.
A reader-panel result does not establish token savings or performance for models outside its declared population.Disagrees with the named original
This eligible row adds one disagreement. An adverse or null direction is a valid result and remains visible.
Re-read the target original and proposal because this filing may have changed their current settlement or lifecycle route.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
- 8
- Planned calibration questions
- 4
- Planned test responses
- 8
- Planned calibration responses
- 8
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.
Ceiling caution: the English comparator reached the top of the recorded scale. A tie or a zero-width reported interval does not establish population equivalence or a language benefit.
Uncertainty and sample
Reported item-bootstrap interval: 0 to 0 percentage points.
This interval concerns the difference, not separate uncertainty bounds for either accuracy. It does not measure uncertainty across humans or future models.
At least one declared condition is resolution-limited. The overall interval does not settle every condition.
Real cases: 8 · Named readers: 1. 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 |
|---|---|---|---|---|
mean-of | 0 | Not recorded | 100.00% | 100.00% |
median-of | 0 | Not recorded | 100.00% | 100.00% |
A missing condition interval is not zero uncertainty. An overall interval cannot substitute for agreement in every load-bearing condition.
Panel
Neff 1 · declared reader count; reader independence is not server-validated
spark-zen-13-minimal
no per-member results declared — divergence structure NOT COMPUTED (aggregate only)
Replication chain
This row is itself a replication of 206069826bf9….
No replications yet. Independent confirmation needs an eligible party to repeat the same test design with wholly fresh complete inputs. The live comparison contract decides agreement; a new seed or reader over the same inputs is not fresh-input confirmation.
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": "mean-of / median-of hard numeric — answer from the reported number and the listed observations",
"metric": "comprehension_accuracy_delta",
"seed": 80,
"comparator": {
"kind": "complete-careful-english-v1",
"description": "The proposal complete careful English mapping."
},
"items_sha256": "6b8011758de851673d7a768c14357577698e0c1e017c7686de9c95679c2514d7",
"items": [
{
"id": "cal-m0",
"calibration": true,
"english": "Either Tariq or Voss holds sealed parcel NWC-mean.rep-0; its holder remains unspecified.",
"ainglish": "Only Tariq not Voss holds sealed parcel NWC-mean.rep-0; its holder is specified.",
"question": "Who holds parcel NWC-mean.rep-0?",
"options": [
"Tariq",
"Voss",
"not determined by the text",
"neither of them"
],
"answer": "Tariq"
},
{
"id": "cal-m1",
"calibration": true,
"english": "Either Ilya or Petra holds sealed parcel NWC-mean.rep-1; its holder remains unspecified.",
"ainglish": "Only Ilya not Petra holds sealed parcel NWC-mean.rep-1; its holder is specified.",
"question": "Who holds parcel NWC-mean.rep-1?",
"options": [
"Petra",
"not determined by the text",
"neither of them",
"Ilya"
],
"answer": "Ilya"
},
{
"id": "cal-m2",
"calibration": true,
"english": "Either Dara or Kessler holds sealed parcel NWC-mean.rep-2; its holder remains unspecified.",
"ainglish": "Only Dara not Kessler holds sealed parcel NWC-mean.rep-2; its holder is specified.",
"question": "Who holds parcel NWC-mean.rep-2?",
"options": [
"not determined by the text",
"neither of them",
"Dara",
"Kessler"
],
"answer": "Dara"
},
{
"id": "cal-m3",
"calibration": true,
"english": "Either Noor or Reyes holds sealed parcel NWC-mean.rep-3; its holder remains unspecified.",
"ainglish": "Only Noor not Reyes holds sealed parcel NWC-mean.rep-3; its holder is specified.",
"question": "Who holds parcel NWC-mean.rep-3?",
"options": [
"neither of them",
"Noor",
"Reyes",
"not determined by the text"
],
"answer": "Noor"
},
{
"id": "real-mean-0",
"settlement_stratum": "mean-of",
"english": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9400 (degC; 2026-09-05T08:00/09:00Z): observations 2, 2, 2, 2, 52. Report: The unweighted arithmetic mean of every numeric observation in the exact finite population K9400 is 12 degC.",
"ainglish": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9400 (degC; 2026-09-05T08:00/09:00Z): observations 2, 2, 2, 2, 52. Report: mean-of(K9400) = 12 degC.",
"question": "Is the reported number strictly greater than more than half of these individual observations?",
"options": [
"no",
"yes"
],
"answer": "yes"
},
{
"id": "real-median-0",
"settlement_stratum": "median-of",
"english": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9400 (degC; 2026-09-05T08:00/09:00Z): observations 2, 2, 2, 2, 52. Report: The median of every numeric observation in the exact finite population K9400 is 2 degC.",
"ainglish": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9400 (degC; 2026-09-05T08:00/09:00Z): observations 2, 2, 2, 2, 52. Report: median-of(K9400) = 2 degC.",
"question": "Is the reported number strictly greater than more than half of these individual observations?",
"options": [
"yes",
"no"
],
"answer": "no"
},
{
"id": "real-mean-1",
"settlement_stratum": "mean-of",
"english": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9401 (kPa; 2026-09-05T09:00/10:00Z): observations 0, 4, 4, 4, 8. Report: The unweighted arithmetic mean of every numeric observation in the exact finite population K9401 is 4 kPa.",
"ainglish": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9401 (kPa; 2026-09-05T09:00/10:00Z): observations 0, 4, 4, 4, 8. Report: mean-of(K9401) = 4 kPa.",
"question": "Does any listed observation actually equal the reported number?",
"options": [
"yes",
"no"
],
"answer": "yes"
},
{
"id": "real-median-1",
"settlement_stratum": "median-of",
"english": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9401 (kPa; 2026-09-05T09:00/10:00Z): observations 0, 4, 4, 4, 8. Report: The median of every numeric observation in the exact finite population K9401 is 4 kPa.",
"ainglish": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9401 (kPa; 2026-09-05T09:00/10:00Z): observations 0, 4, 4, 4, 8. Report: median-of(K9401) = 4 kPa.",
"question": "Does any listed observation actually equal the reported number?",
"options": [
"no",
"yes"
],
"answer": "yes"
},
{
"id": "real-mean-2",
"settlement_stratum": "mean-of",
"english": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9402 (ppm; 2026-09-05T10:00/11:00Z): observations 5, 5, 6, 6, 38. Report: The unweighted arithmetic mean of every numeric observation in the exact finite population K9402 is 12 ppm.",
"ainglish": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9402 (ppm; 2026-09-05T10:00/11:00Z): observations 5, 5, 6, 6, 38. Report: mean-of(K9402) = 12 ppm.",
"question": "Is the reported number equal to any listed observation?",
"options": [
"no",
"yes"
],
"answer": "no"
},
{
"id": "real-median-2",
"settlement_stratum": "median-of",
"english": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9402 (ppm; 2026-09-05T10:00/11:00Z): observations 5, 5, 6, 6, 38. Report: The median of every numeric observation in the exact finite population K9402 is 6 ppm.",
"ainglish": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9402 (ppm; 2026-09-05T10:00/11:00Z): observations 5, 5, 6, 6, 38. Report: median-of(K9402) = 6 ppm.",
"question": "Is the reported number equal to any listed observation?",
"options": [
"yes",
"no"
],
"answer": "yes"
},
{
"id": "real-mean-3",
"settlement_stratum": "mean-of",
"english": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9403 (ms; 2026-09-05T11:00/12:00Z): observations 1, 3, 3, 9, 9. Report: The unweighted arithmetic mean of every numeric observation in the exact finite population K9403 is 5 ms.",
"ainglish": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9403 (ms; 2026-09-05T11:00/12:00Z): observations 1, 3, 3, 9, 9. Report: mean-of(K9403) = 5 ms.",
"question": "Is the reported number strictly greater than exactly three of these individual observations?",
"options": [
"yes",
"no"
],
"answer": "yes"
},
{
"id": "real-median-3",
"settlement_stratum": "median-of",
"english": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9403 (ms; 2026-09-05T11:00/12:00Z): observations 1, 3, 3, 9, 9. Report: The median of every numeric observation in the exact finite population K9403 is 3 ms.",
"ainglish": "The immutable record names only the listed finite sample, with equal weights, no missing values and no transformation. K9403 (ms; 2026-09-05T11:00/12:00Z): observations 1, 3, 3, 9, 9. Report: median-of(K9403) = 3 ms.",
"question": "Is the reported number strictly greater than exactly three of these individual observations?",
"options": [
"no",
"yes"
],
"answer": "no"
}
],
"models": [
"spark-zen-13-minimal"
],
"readers": [
{
"name": "spark-zen-13-minimal",
"provider": "opencode-zen",
"model": "muse-spark-1.3-contributor-free",
"api": "responses",
"base_url": "https://opencode.ai/zen/v1",
"model_digest": null,
"digest_source": "provider-opaque",
"instrument_preparation": {
"entry_point": "prepare_reader_instruments",
"binding": "provider-opaque"
},
"answer_protocol": "opaque-choice-v1",
"max_tokens": 1024,
"timeout_s": 120,
"temperature": null,
"seed": "provider-default",
"top_p": "provider-default",
"top_k": "provider-default",
"num_ctx": "provider-default",
"reasoning_effort": "minimal"
}
],
"instrument_preparation": {
"entry_point": "prepare_reader_instruments",
"binding": [
{
"reader": "spark-zen-13-minimal",
"digest_source": "provider-opaque"
}
]
},
"item_counts": {
"real": 8,
"calibration": 4
},
"interval_kind": "bootstrap_items",
"interval_estimator": {
"kind": "ainglish.panel.bootstrap-items-attestation.v1",
"algorithm": "sha256-counter-modulo-v1",
"draws": 2000,
"sampling_unit": "item",
"quantiles": [
"0.025",
"0.975"
],
"items_index_sha256": "75f1738fcaa45ca574bfea851b1ec05fb7142d0be49280dbbabf346d68ce2525"
},
"settlement_strata": [
{
"id": "mean-of",
"weight": 1
},
{
"id": "median-of",
"weight": 1
}
],
"settlement_item_field": "settlement_stratum",
"settlement_rule": "manifest-weighted arms and value; every stratum load-bearing",
"calibration": {
"planted_arm": "ainglish",
"min_gap": 0.125,
"min_recovered": 0.5,
"rule": "headroom-relative-v1",
"ordering": "calibration-first",
"arm_exposure": "both-arms-per-reader-item",
"cells": 8
},
"difficulty": {
"annotated": false
},
"harness": "ainglish-panel/0.2.51",
"transport": {
"spark-zen-13-minimal": {
"max_tokens": 1024,
"timeout_s": 120,
"temperature": null,
"seed": "provider-default",
"top_p": "provider-default",
"top_k": "provider-default",
"num_ctx": "provider-default",
"reasoning_effort": "minimal"
}
},
"concurrency": {
"max_in_flight": 1,
"per_reader_max_in_flight": {
"spark-zen-13-minimal": 1
},
"result_order": "deterministic-plan-order",
"calibration_barrier": true,
"automatic_retries": false
},
"transport_faults": {
"total": 0,
"retried": false,
"per_cell": []
},
"transport_truncations": {
"total": 0,
"per_reader_cell": [],
"by_cell": {
"english": 0,
"ainglish": 0
},
"imbalanced_across_cells": false
},
"protocol": "panel.py counterbalanced real arms + both-arms-per-reader-item planted-effect calibration gate"
}