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Research Methodology

Uncertainty Flags

Learn how to use uncertainty flags to document unresolved claims, ambiguous criteria, source conflicts, and incomplete event context.

Context only. Not betting advice, financial advice, legal advice, or investment advice.

Why uncertainty flags are essential

Uncertainty flags prevent overconfident summaries when evidence is incomplete or conflicting.

They make interpretation more transparent and easier to review.

Common uncertainty flag types

Different uncertainty categories help teams communicate what is unclear and what follow-up is needed.

Consistent flag taxonomy improves workflow quality.

  • Source reliability uncertainty
  • Criteria wording ambiguity
  • Timing or cutoff uncertainty
  • Conflict between credible sources

When to add or remove flags

Add flags when evidence quality is weak, language is unclear, or source records conflict.

Remove or downgrade flags only when new, credible evidence resolves the uncertainty.

How to report flags in briefs

Place uncertainty flags near the claim they affect, not only in a separate appendix.

Include reason, evidence gap, and next verification step.

Context-only methodology note

Uncertainty flags support neutral analysis and should remain visible in context-only workflows.

Context only. Not betting advice, financial advice, legal advice, or investment advice.

Related resources

Frequently asked questions

Are uncertainty flags a weakness?

No. They are a strength because they preserve transparency about evidence limits.

Should flags be hidden from summaries?

No. They should be visible where interpretation claims are made.

Uncertainty management

Keep uncertainty visible in source-backed research briefs

Use OddsAware to document unresolved claims, evidence gaps, and ambiguity alongside market context.

Early access is currently available. Context only - not betting advice.