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Search concise C2 rules, vocabulary and speaking phrases without leaving the course to hunt through past lessons.

What it is

Calibrated certainty is adjusting how confidently you state something across four stages — claim, hedge, qualify, retract — so your language matches exactly how sure you actually are.

Form

FormPatternModel sentence
Claimstate the point with confidenceThis will definitely work.
Hedgeadd a marker of uncertaintyThis should probably work.
Qualifyadd a specific conditionThis should work, provided the data holds up.
Retractpull back to a weaker claimActually, it might not work at all — I'd need to check the data first.

Use it when

  • You're reporting research findings and need to reflect your actual confidence level
  • You're giving an opinion in a meeting but new information might change it
  • You want to avoid overpromising something you're not certain about
  • You need to correct yourself gracefully after new evidence appears

Examples

  • It's almost certainly the case that costs will rise.
  • This is likely to succeed, though there's some risk involved.
  • I'd say it's fairly safe to assume the trend will continue, for now.
  • On reflection, I'm no longer sure that's accurate.
  • It's hard to say for certain, but the early signs are promising.

Watch out

  • Stating an uncertain guess as a hard fact.

    Use a hedge like 'it seems' or 'probably' to match your real confidence.

    Overstating certainty misleads the listener about how reliable the claim is.

  • Hedging every single sentence, even facts you're sure of.

    Save hedges for genuine uncertainty; state facts plainly.

    Constant hedging makes you sound unsure of everything, including things you do know.

  • Retracting a claim without explaining why.

    Give the reason: 'Actually, I need to revise that — the data's changed.'

    An unexplained retraction confuses listeners about what to believe now.

Remember

Match your words to your actual confidence, not to how you want to sound.

Quick check

  1. 1. Name the four stages of calibrated certainty.
    Reveal

    Claim, Hedge, Qualify, Retract

  2. 2. Hedge this claim: 'This plan will work.'
    Reveal

    This plan should probably work.

  3. 3. Why is constant hedging a problem?
    Reveal

    It makes you sound unsure even about things you're actually confident in.

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