Scholar Integrity Engine

Evidence-backed similarity screening for theses, projects, assignments and articles. Detect verbatim, near-verbatim and possible paraphrase-like overlap and inspect source evidence before making an academic-integrity judgment.

Independent system: Scholar is not Turnitin and does not access Turnitin's proprietary corpus. Lexical comparison works without an embedding API; server-side vector candidate selection activates when the embedding provider and Atlas index are configured.

1. Upload or paste submission

2. Discover evidence

3. Comparison corpus

Institution Compare against Scholar corpus sources separately approved for anonymous comparison. Private and retained student submissions are excluded. Optional private corpus contribution: retain this submission for authorized future self-similarity and institutional comparisons. This does not make the document publicly searchable.