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page 1 / 14.pdf
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Title
Authors
Citations
Sections
Structure Map6 nodes
1

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2

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The team gets to work. Three independent reviewers each weigh methods, originality, citations, logic, and writing, then debate their findings.

Review Session
R2 / 3
Methodology7.2
Sample size of n=240 limits generalization claims
Novelty6.8
Closest prior: Chen 2024 78% overlap on contrastive loss
Citation8.1
Missing foundational refs: Vaswani '17, He '16
Cross-Examination14 / 21
Verdict
Accept w/ Revisions
+12 vs draft 1
94/100
Methodology
92
Novelty
88
Citation
95
Logic
91
Writeup
96
Reviewer match
87%
3

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The Experts

Three experts, working together.

Five areas checked by three independent reviewers, then debated to a verdict.

Methodology

Experimental Rigor

scanning
I am scanning for methodological gaps. I probe experimental design, controls, statistical power, and whether your methods actually justify the claims.
Pass Probability
87.4%
Issues Flagged
03findings
Inside the chamber

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paperscore · review in progressReplay

AI REVIEW TEAM

3-Reviewer Structured Debate

Round 1 · Cross-Examination
Round 1
Cross-Examination
A
Reviewer 1

Condensed sample transcript. Every review streams live, exactly like this.

The deliverable

A report you can act on.

Three independent reviewers, scored across five lenses out of 10, reconciled over a structured debate into one verdict, with every issue mapped back to your paper.

paperscore · peer review reportSample

Final verdict

Minor Revision3 reviewers · 3-round debate

0.0/10

Overall

00

Issues

Methodologically sound with a strong contribution; reviewers converged on minor revisions: tighten the novelty framing against prior art and shore up 20 flagged passages before resubmission.

Methodology
0.0/10
Novelty
0.0/10
Citation
0.0/10
Logic
0.0/10
Write-up
0.0/10
20 revisions located in your PDF12 citation suggestionsJournal recommendations

Illustrative sample. Every review produces a verdict, per-lens scores, and an actionable revision plan like this.

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PaperScore compared with traditional peer review and other AI tools
PaperScoreGeneric AI chatbotWaiting for review
Three independent expert reviewers
Structured debate to one verdict
Citation & reference analysis
Five-lens rigor check
Feedback before you submit
Never trains AI on your IP
TurnaroundMinutesMinutesWeeks–months
Cost to startFreeVariesFree
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