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Zero-Storage 100% In-Memory Screening · Linked Source Evidence · Nothing Stored

The Eye that
Screens Everything

ScholarScreen is the trusted integrity screening engine built to be genuinely affordable and accessible for researchers, students, and universities worldwide. Confidently detect plagiarism, paraphrase laundering, and AI-generated prose — delivering transparent, trustworthy, and evidence-backed scores supported by verifiable citations, deep source matching, and court-ready forensic audit trails.

4.98 / 5
Trusted by Professors, Universities, Academic Institutes, Students, and Researchers worldwide!
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Honest Reports
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Evidence-Backed
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Forensic Lenses
scholarscreen.app / live-3d-core
LIVE
Plagiarism12.4%
3 fingerprint hits · Nature ’21
AI Probability87%
Low burstiness · σ = 0.31
Paraphrase Map
6 spun passages linked
utilize→usetapestry→fabric
60 fps
Originality 91.2%· thesis_final.pdf
Collaborations:
Journal of Modern Pharmacy Praxis & Therapeutics (MPPT) ◆ Collaborating with Universities and Research Institutes Worldwide ◆ Journal of Modern Pharmacy Praxis & Therapeutics (MPPT) ◆ Collaborating with Universities and Research Institutes Worldwide ◆
01 — Capabilities

Three lenses. One truth.

Plagiarism Sonar

N-gram shingles & verbatim probes identify exact textual borrowing, sentence overlap, and mosaic stitching across reference corpora with sentence-level precision.

N-Gram Shingles Verbatim Probing Mosaic Overlap
Lexical Lens
01 · Probing
Flagship

Paraphrase Fingerprint

Semantic pattern modeling detects idea-laundering: synonym swaps, clause reordering, and voice changes. Highlights original vs. spun phrasing side-by-side.

"utilize a tapestry of methodologies"
→ "use a range of methods" 94% semantic overlap
Semantic Lens
02 · Vectors

AI Stylometry Core

Perplexity variance, sentence burstiness, and synthetic phrase inventories distinguish natural human drafting from uniform machine cadence — with sentence heatmaps.

Stylometric Lens
03 · Cadence
Citation Extraction
Screens standard academic citation patterns (APA, MLA, Chicago, DOI) and measures reference frequency.
Multilingual Parsing
Unicode text parsing with automatic script normalization across Latin, Arabic, and CJK characters.
Cryptographic Audit
Deterministic SHA-256 integrity hash, screening timestamp, and sealed audit records on every report.
Confidential Zero-Storage
100% in-memory screening with exportable verification certificates and instant memory purge.
02 — Method

Transparent screening.
Defensible truth.

Every score expands to the exact shingle, embedding distance, or stylometric signal that produced it.

01
Ingest & Text Normalization
Clean Unicode parsing, sentence boundary detection, and citation segmentation to isolate verbatim content.
02
Triple Forensic Fingerprint
Parallel extraction across lexical n-gram shingles, semantic paraphrasing, and stylometric burstiness.
03
Live Scholarly & Web Probing
Real-time dynamic probing across scholarly publications, doctoral theses, preprint repositories, and open web literature without arbitrary caps.
04
Verdict & Cryptographic Seal
Weighted multi-lens adjudication with human-readable rationale, cryptographically sealed with a verifiable SHA-256 hash.
03 — Evidence Report

A proof,
not just a score.

Side-by-side passage forensics with verbatim shingle overlap and synonym-drift attribution.

An Example

Compare: original vs. flagged passage

verbatim 24 words (80%) synonym drift 6 tokens (20%) Similarity 80% (24 / 30 words)
Live
Scholarly Probing
Zero-Storage
Volatile Memory Only
SHA-256
Sealed Audit Hash
Academic Integrity Protocol Evaluative Standard

This report presents measurements, not decisions.

ScholarScreen provides diagnostic textual forensics and does not determine plagiarism, misconduct, authorship, or intent. Algorithmic scores reflect quantifiable similarity and stylometric markers against accessible global scholarly repositories at scan time.

Editorial & Faculty Notice: No academic or editorial decision should be made on the basis of this report alone. Numeric indicators must be reviewed by qualified subject-matter experts alongside primary citations and disciplinary norms.
Pure Metrics
Verbatim & semantic overlap calculations, never moral accusations.
Intent Blind
Distinguishes standard methodology jargon from unattributed copying.
Human Review
Empowers journal editors, supervisors, and ethics committees.
COPE & ICMJE Integrity Principles Academic Disclaimer
Court & Committee Ready Certificate Verifiable

Crystal-Clear PDF Report Snap

Every screening generates a verifiable, QR-stamped PDF certificate with color-coded module breakdowns and side-by-side source lineage.

Click to inspect report layers: 3 models reconciled
S
SCHOLARSCREEN ORIGINALITY CERTIFICATE
DOC-ID: SS-2025-99418-IN • SHA256 VERIFIED
PASSED
Similarity Index
8.4%
S-Iris Semantic
5.2%
Formula AST
3.2%
Citation Health
100%
3.2 Stochastic Gradient Convergence in Sparse Meshes
Unlike isotropic diffusion layouts, our decentralized node topology evaluates regional gradients asynchronously. The resulting Lyapunov stability boundary guarantees asymptotic convergence even when packet latency exceeds nominal thresholds [S1].
∇·(κ(x)∇u) + λΣ w_ij (u_j − u_i) = ∂u/∂t [AST-Match #F2]
where boundary weights decay exponentially with geodesic distance.
[S1] S-Iris Core Paraphrased structure from: IEEE Trans. Parallel Syst.
5.2%
[#F2] Formula AST Isomorphic LaTeX tree (variable α→κ): arXiv:2401.0882v2
3.2%
24/24 DOIs Verified Live · Zero Phantom Citations
Generated by ScholarScreen Engine v4.8 Zero-Vault Ephemeral Screening — Not Stored
04 — Membership

Priced like software.
Valued like reputation.

Accessible single-screen passes and scalable annual institutional licensing.

Student Plan
Pay Per Screen
₹99 / screen

For students polishing coursework, submissions & single thesis drafts.

  • 1 Full Every-Sentence Forensic Screen (single-use passcode)
  • Triple lens included: Plagiarism · Paraphrase · AI — the same deep scan every plan gets
  • Side-by-side evidence viewer with live source links
  • Reference DOI & retraction check · print / save-PDF report
  • Zero-storage privacy — your draft is never saved
Most Popular · Best Value
Author Pack
Save 16%
₹499 / 6 screens
₹83.17 per screen · No expiry date

For researchers, faculty authors & multi-draft journal revisions.

  • 6 Full Forensic Screens · 6 independent passcodes
  • No expiry — spread across re-drafts & new papers
  • Triple lens: Plagiarism · Paraphrase · AI
  • Live scholarly probing (Crossref · OpenAlex · Europe PMC · web)
  • Reference DOI & Retraction Watch audit
Campus Pro
Annual Pricing
₹49,000 / year
Billed annually · Full department coverage

For university departments, research institutes & academic publishers.

  • 10 Screens / Day (3,650 screens / year) · quota resets 00:00 midnight
  • Full REST API access — screen from your own systems with secure API keys
  • 365-day Institutional Master Key — works in browser and API
  • Unique SES- audit session code logged for every screen
  • Same triple-lens engine as every plan — nothing gated

Easy Refund Promise: if a technical error on our side interrupts your scan or no report is delivered, email us your receipt and get a pdf report or else full refund — no forms, no questions asked.

05 — Voices

Loved by the guardians of knowledge.

06 — Questions

Everything, answered.

Never for training. Manuscripts are evaluated in volatile memory with zero persistent storage. Your intellectual property remains entirely yours and is never indexed or shared.

Yes — semantic embeddings map meaning across synonym swaps, sentence restructuring, and semantic drift, then surface the exact source passage as clear forensic evidence.

Using stylometric variance and burstiness analysis, the engine evaluates lexical predictability and sentence cadence, highlighting specific synthetic clusters sentence-by-sentence.

Instead of static corpus caps, the engine dynamically probes live scholarly literature, preprint registries, academic thesis archives, and web repositories on demand.

The final line of defense between doubt and distinction

Screen your next
masterpiece now.

Affordable per-screen pricing · Easy refund · Evidence-backed audit report