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GPTZero results: what a flag means and how to respond

GPTZero estimates the probability that a document was written by AI. GPTZero itself says no AI detector is 100% accurate and that its results should not be used to punish students or as the final verdict. If your own writing is flagged, gather evidence of how you wrote it and follow the applicable policy. HumaText is not affiliated with GPTZero and cannot predict or change a GPTZero result.

Key points

  • A GPTZero result is a probability estimate, not proof of authorship
  • Different detectors use different models and can score the same text differently
  • Drafts, notes, and version history document how you wrote
  • Keep the flagged document exactly as it was checked
  • HumaText shows a local heuristic score, not a GPTZero prediction

What a GPTZero result means

GPTZero's own explainer describes its percentage as the model's probability that a document was written by AI or by a human. It is not the share of the document that was AI-written. The result also comes with a confidence level, which GPTZero ties to its estimated error rate.

GPTZero is direct about the limits. Its homepage says no AI detector is 100% accurate, and its support documentation says the results should not be used to punish students. Its explainer adds that it does not recommend using a detection result as the only proof for academic punishment or discipline. Because the model is proprietary and can change, no outside tool, including HumaText, can tell you what GPTZero will report.

If your own writing was flagged

  1. Don't rush to reply. Ask what was checked, what the result showed, and which policy applies.
  2. Preserve the document. Keep it exactly as it was checked. Rewriting it now does not change a result that has already been reported.
  3. Gather process evidence. Collect version history, outlines, notes, sources, earlier drafts, and timestamps. In Google Docs: File, then Version history, then See version history. In Word: File, then Info, then Version History.
  4. Be ready to talk through your work. Explain your argument, your sources, and how the draft developed.
  5. Follow the process that applies. For coursework, that is your school's academic-integrity policy; for client or editorial work, it is the contract and the publisher's rules. GPTZero's explainer also invites people who believe they were falsely flagged to contact its team.
  6. Be honest about any tool use. If you used AI or editing tools, say so and explain how, in line with the policy.

Before you submit next time

  • Turn version history on and write in one document so the trail is continuous.
  • Keep your notes, outline, and sources together with the draft.
  • Read the applicable AI policy and disclose tool use when it is required.

Where HumaText fits, and where it doesn't

HumaText is an editing tool for drafts you are allowed to revise, where the applicable policy permits it. It is not a way to respond to a GPTZero result, and it does not promise or predict any GPTZero outcome. Its writing-pattern score is a local heuristic, not a prediction of GPTZero or any other detector. If you use HumaText, review every change against your source, keep your version history on, and follow your policy.

Free to try

HumaText is free to try without an account: 250 words per rolling 24 hours, more with a free account. See pricing for paid plans.

Treat any detector score as context, not a verdict. Your drafts, sources, and ability to explain your work are stronger evidence than any single number.

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