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Confidence levels

No score is published unless we have enough data to back it.

Every TokenShield score is published with a confidence level.

  • High — enough history and signal to publish the score with full confidence.
  • Medium — usable signal, but limited history or partial inputs. Shown with a caveat.
  • Low — not enough data to publish a meaningful score. Hidden publicly and shown as "Not enough data yet".

Why this matters

A brand-new community will not have weeks of activity yet. Inventing a score from thin data would be misleading — and would let bad actors gain or fake credibility. TokenShield deliberately refuses to publish low-confidence numbers.

What owners see

Owners can still see internal diagnostics, partial signals, and the inputs the platform is waiting on, even when the public score is hidden. Use this to understand what is missing.

See also