RAR demo

Quiescent neural stem cells transiently become neuron-like to coordinate long-range reactivation

Gherghina et al., 2026. The EMBO Journal.

RAR is the public-facing reviewer attention layer on top of CLEAR. It keeps the figure first, keeps author claims visible, and surfaces only the places where a reviewer should inspect the evidence, compare panels, or ask for a discriminating experiment.

Demo analysis: AFD-127. The by-figure CLEAR report remains the internal source artifact; RAR is the homepage-facing reviewer support surface.

RAR figure map showing reviewer attention attached to figure panels
Example analyses

Two figure-first RAR reports are live.

What changed

CLEAR reads the evidence structure. RAR turns it into reviewer work.

Figure-first attention Click a panel to see author claims, methods, materials, and reviewer attention questions attached to the visual evidence.
Only useful friction RAR avoids dumping every internal category. It brings forward evidence questions, synthesis tasks, supplementary lookups, and experiment suggestions.
No truth-machine theatre The language is reviewer-facing: where to look, what to compare, and what question to ask before accepting a claim.
Standalone RAR

A reviewer attention report without the full machine audit

The standalone RAR collects evidence questions, synthesis points, supplementary lookups, and paper-level alternative hypotheses. It replaces the old dense machine-facing report for demo purposes.

Open reviewer attention report
Standalone RAR reviewer attention report preview
RAR figure map showing author claims and reviewer attention on the figure
Why it matters

Readers can inspect the paper without first learning how to hunt through the paper.

CLEAR extracts claims, methods, materials, figure panels, graph regions, and alternative hypotheses. RAR uses that structure to guide the eye: what did the authors claim, what panel is involved, and what should a careful reviewer check next?

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