AI Authorship Detection
Statistical analysis of vocabulary diversity (TTR), sentence burstiness, and structural regularity — calibrated specifically for scientific manuscripts.
About ScrivaLens
AI-assisted manuscript analysis with human editorial expertise.
Our Mission
What We Do
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Independence
Helping researchers submit with confidence
ScrivaLens was created to bridge the gap between manuscript preparation and journal submission. Desk rejection rates in peer-reviewed journals average 40–60%, and many rejections happen because of structural inconsistencies, undeclared AI use, missing ethics information, or data contradictions — all correctable before submission.
We combine AI-powered analytical modules with experienced human editorial supervision to deliver structured, actionable reports that help researchers arrive better prepared — saving months of back-and-forth with editors.
What We Do
Analytical approach
ScrivaLens analyzes manuscripts across four core dimensions:
Internal Data Consistency
Cross-referencing abstract, methods, results, tables, and figures for contradictions invisible to the author but immediately visible to editors.
COPE & Ethics Compliance
Systematic verification of ethics committee declarations, Declaration of Helsinki compliance, AI tool declarations, and approval number completeness.
Version Tracking
Unique Tracking Numbers per report allow authors to submit revised versions and receive objective improvement scores — documented proof of quality.
Independence
Fully independent service
ScrivaLens is an independent service. We are not affiliated with, endorsed by, or associated with any academic journal, publisher, university, indexing database, or peer review organization.
Our reports are analytical tools — they do not constitute scientific peer review, editorial endorsement, or any guarantee of journal acceptance. The author retains full responsibility for all decisions regarding manuscript revision and submission.