Ethics

AI Detector and Plagiarism Checker: The Final Two Checks Before Submission

How to use the Acadly AI Detector and Plagiarism Checker as the last safety net on a manuscript, and what their scores actually mean.

Marcus Okafor, Community Lead 6 min read
ACADLY AIETHICSAI Detector and PlagiarismChecker: The Final TwoChecks Before Submission

Two tools belong at the very end of your writing pipeline: the AI Detector and the Plagiarism Checker. They catch the risks that slip past grammar review and self editing.

The AI Detector scores your text on a 0 to 100 probability that a machine wrote it, and splits the content into AI, Human, and Mixed spans. A high score is not a verdict. It is a prompt to rewrite the flagged spans in your own voice before submission. Conservative targets are below 20 for disclosure sensitive venues and below 50 for everything else.

The Plagiarism Checker compares your text against a broad corpus and returns a plagiarism score, an originality score, and a list of matched spans with source links. Read every match. Direct quotes with citation are fine. Paraphrases with no citation are not. Unattributed matches from your own earlier work are self plagiarism, which most journals treat as grounds for rejection.

A recommended workflow pass: run Grammar, then AI Paraphrase on high severity suggestions, then Humanizer on remaining AI flavored sentences, and finally Detector and Plagiarism Checker together. The two checks at the end catch anything the earlier tools missed.

Remember both scores are inputs, not decisions. A 30 percent AI score on a methods section that describes a well known protocol may be unavoidable. A 2 percent plagiarism score for a single cited quote is fine. Read the spans. Decide whether each one is defensible. That is the work no tool can do for you.