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The Gold Standard of Anthropology | Proxy Record Correction Disputes, Annotation Rights and Preserving the Original Record

Three learners review open books together at a classroom table, with stacks of textbooks, stationery and a whiteboard in the bright room.
THE GOLD STANDARD · ANTHROPOLOGY

Make the inference visible before trusting it

A correction request should repair current use without erasing the evidence of what was recorded, who disputed it and why the institution changed—or declined to change—the operational view.

Proxy records sit at the meeting point of personal data, delegated authority and institutional memory. A mistaken name or receipt time can affect a live decision, while an evaluative note or disputed oral instruction may have no single uncontested replacement. The gold standard separates objective errors from contested interpretation, preserves the original record, gives affected people a usable route to add evidence or an annotation, corrects downstream systems where justified and keeps the correction trail distinct from deletion, appeal and alteration of the historical event.

ROUTE 01 · CHAPTERS 1–3
Frame the claim
ROUTE 02 · CHAPTERS 4–6
Work the evidence
ROUTE 03 · CHAPTERS 7–9
Test transfer
ROUTE 04 · CHAPTERS 10–12
Audit and continue

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CHAPTER 1 OF 12 · FRAME THE CLAIM

1. Define what the requester says is wrong

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Record the exact field, statement or inference challenged, the asserted replacement, why accuracy matters and the systems or decisions affected. Distinguish identity, date, status and transcription errors from disagreement with an opinion, rule or meeting outcome. Do not translate a broad complaint into a narrow typo without confirmation.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Turn “the proxy record is false” into a field-by-field correction schedule. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: The challenge comes from an authorised representative rather than the appointor. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Original request, authority, disputed items, desired outcome, affected uses and scope. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

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CHAPTER 2 OF 12 · FRAME THE CLAIM

2. Preserve the source before making any change

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Freeze or hash the relevant source, capture version and provenance and prevent routine editing from overwriting it. A correction is a new controlled state, not permission to rewrite history. Keep the original legible to authorised reviewers while marking it as superseded or disputed in operational views.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Design an original-plus-current record pair for a proxy appointment. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: The source is an email thread with attachments and later replies. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Source identifier, capture time, custody, hash, access controls and linked correction. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

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CHAPTER 3 OF 12 · FRAME THE CLAIM

3. Separate factual error from contested judgement

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A misspelled name, transposed identifier or wrong meeting date can usually be tested directly. Statements such as “instructions were unclear” or “authority was adequate” may be evaluative conclusions. Ask what evidence could establish accuracy, what remains interpretation and whether the record should be corrected, qualified or annotated.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Classify twelve disputed fields by error, opinion, inference or unresolved fact. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: Two witnesses remember the same exchange differently. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Classification, evidence standard, reviewer, rationale and residual disagreement. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

DisputePrimary testUsual remedy
Objective fieldContemporaneous evidenceCorrect
OpinionAttribution and basisQualify
Unresolved factCompeting evidenceAnnotate
A practical check for chapter 3.

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CHAPTER 4 OF 12 · WORK THE EVIDENCE

4. Verify evidence and the person entitled to correct

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Confirm identity and authority without collecting excessive new data. Evaluate contemporaneous records, authenticated instruments, system logs and reliable testimony. A later preference does not prove an earlier record inaccurate, while institutional status does not make the organisation’s version automatically correct.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Assess a claimed receipt-time error using headers, gateway logs and meeting records. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: A screenshot conflicts with the server clock. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Identity, authority, sources, authenticity, timing, conflicts and assessment. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

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CHAPTER 5 OF 12 · WORK THE EVIDENCE

5. Use annotation when replacement would mislead

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Attach the person’s statement, supporting evidence and the organisation’s response when accuracy cannot be resolved or the challenged text is an opinion that must remain part of the record. Make the annotation visible wherever the disputed entry is relied upon. An invisible note in a separate archive does not protect the person from current misuse.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Draft an annotation for a disputed verbal instruction. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: The record is exported to a voting platform that cannot display notes. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Annotation text, evidence links, display points, limitations, owner and review date. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

Record layerActionProtection
OriginalPreserveRestricted access
Current viewCorrect or flagVisible status
AnnotationLinkRequester voice retained
A practical check for chapter 5.

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CHAPTER 6 OF 12 · WORK THE EVIDENCE

6. Worked example: the proxy says the revocation arrived earlier

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A proxy holder challenges a record showing revocation after voting closed. The email server records delivery before closing, but a manual meeting log records later validation. The organisation preserves both originals, corrects the operational receipt field, annotates the validation sequence and reviews every downstream decision that used the later time. It does not delete the log or pretend the administrative delay never occurred.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Build the decision, correction, annotation and impact-review entries. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: The message reached a spam queue before the monitored inbox. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Sources, clocks, rule, original values, current values, annotation, impacts and notifications. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

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CHAPTER 7 OF 12 · TEST TRANSFER

7. Resolve disputes with independent review

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Use a reviewer who was not the author of the disputed note or beneficiary of the outcome. State the evidence threshold, permitted outcomes and route for escalation. Time limits matter, but rapid closure without examining downstream use can leave the harmful inaccuracy active.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Create a two-stage review for factual and evaluative disputes. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: The original recorder now chairs the appeal panel. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Assignments, conflicts, evidence, decision, reasons, escalation and closure. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

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CHAPTER 8 OF 12 · TEST TRANSFER

8. Propagate corrections without losing lineage

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Identify every system, export, report and recipient that received the inaccurate field. Update current copies, issue correction notices where required and link each change to the master decision. Preserve old versions under appropriate controls so later reviewers can understand what information was available at each time.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Trace a corrected appointor identifier through five systems. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: A third-party archive cannot alter deposited records. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Propagation map, recipients, versions, notices, exceptions and confirmation. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

DestinationUpdateIf immutable
Operational systemReplace valueLink history
External recipientCorrection noticeRecord receipt
ArchiveAddendumPreserve deposit
A practical check for chapter 8.

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CHAPTER 9 OF 12 · TEST TRANSFER

9. Keep correction separate from deletion and appeal

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Correction addresses accuracy; deletion addresses retention or lawful purpose; an appeal challenges a decision or authority. One request may involve all three, but combining them can erase evidence or leave the wrong remedy unresolved. Route each part explicitly and explain what the correction decision does not decide.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Decompose one complaint into correction, annotation, appeal and retention questions. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: The requester asks for the whole file to be removed. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Request map, owners, outcomes, dependencies, explanations and review rights. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

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CHAPTER 10 OF 12 · AUDIT AND CONTINUE

10. Test current use, not only the archive

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A corrected master is insufficient if search indexes, dashboards, model features or staff briefing packs still expose the old value. Test ordinary retrieval paths and decision workflows. Mark contested entries before the final decision when continuing use could cause material harm, without presenting the requester’s claim as already proven.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Run an end-to-end current-use test after correction. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: A cached PDF remains publicly indexed. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Test plan, retrieval paths, caches, decision interfaces, findings and containment. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

TestQuestionFailure
SearchWhich value appears?Old index
DecisionWhich field is used?Stale export
AuditCan lineage be rebuilt?Overwrite
A practical check for chapter 10.

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CHAPTER 11 OF 12 · AUDIT AND CONTINUE

11. Audit patterns in correction disputes

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Trend error type, recorder, system, time to detect, downstream reach, refusal reasons and repeat disputes. High correction volume can reveal poor forms, ambiguous proxy rules or migration defects. Do not use low complaint counts as proof of accuracy when people cannot see or challenge their records.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Audit fifty cases for recurring causes and silent propagation. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: Most errors originate in a legacy import. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Case sample, taxonomy, root causes, impacts, corrective controls and effectiveness. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

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CHAPTER 12 OF 12 · AUDIT AND CONTINUE

12. The gold standard repairs use while preserving memory

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A trustworthy correction process can hold two truths at once: the historical record must remain reconstructable, and current decisions should not rely on information shown to be inaccurate. Strong practice preserves sources, classifies the dispute, tests evidence, annotates unresolved claims, propagates justified changes and records every decision.

First-principles check: Name the decision, the people, material or population affected, the evidence needed and the limit that remains. Write the rule before looking at the preferred result. Then identify the authority, observation or calculation that could change it. This keeps the method tied to evidence rather than hindsight.

Worked practice: Review one case from request to downstream verification. Keep every intermediate step visible. A reader should be able to locate the input, apply the same rule and understand why a different result would follow if one fact changed.

Changed-context transfer: Repeat for a culturally sensitive oral instruction with no documentary source. Preserve the underlying principle but replace the setting-specific details. State which parts travel, which do not, and which new authority or measurement would be needed.

Evidence record: Request, source, evidence, review, correction, annotation, propagation and audit. Retain uncertainty and disagreement instead of compressing them into a clean label. The record should let another person reconstruct the decision without relying on the memory or status of the original decision-maker.

Decision-quality drill: Run the practice once under the most favourable plausible assumptions and again under the least favourable plausible assumptions. Compare which conclusion changes, which merely becomes less precise and which survives. If the result depends on an unstated convention, make that convention visible before acting. This is a transfer test: the method should guide a new case, not only explain the example after the answer is known.

Practical verification: Give the case file to a reviewer who did not build the analysis. Ask that person to reproduce the critical step, identify the stopping rule and name the strongest live alternative explanation. Resolve differences by returning to the governing evidence, not by averaging opinions. Record corrections, version the decision and keep a short list of conditions that would require reopening it.

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