Reviewer Confidentiality and Blinding: Decide the Politics Before Applications Open

Whether reviewers can see each other's scores is a culture decision, not a software default — settle it and write it down before the portal opens, not after the first complaint.

If you run an internal pilot or developmental-funds competition, you will eventually field some version of this question: "Can the reviewers see each other's scores?" It sounds like a configuration detail. It isn't. It's a question about how your committee makes decisions, who trusts whom, and what counts as a fair process.

The short answer

Default reviewers to seeing only their own assignments. It's the safe baseline: a reviewer sees the applications routed to them and the scores they themselves entered, and nothing about what their colleagues submitted. From there, you open up visibility deliberately, only if your committee has decided it wants more.

This default protects you from the most common failure mode — a reviewer discovering, after the fact, that their candid numbers were on display to people they didn't expect.

Why "private by default" is the right starting point

A few specific risks make wide-open visibility hazardous when it isn't the agreed norm:

• Anchoring. A reviewer who sees a colleague's high score before entering their own tends to drift toward it.
• Conflict. Internal competitions are small worlds — reviewers and applicants share departments, mentors, and hallways. A visibly low score attributed to an identifiable colleague can curdle into a grudge.
• Confidentiality expectations. Many reviewers assume their scores are private unless told otherwise. Violating that unstated assumption, even accidentally, reads as a breach of trust.

When in doubt, start closed. It's far easier to open visibility on purpose than to walk back an exposure after someone has already seen what they shouldn't have.

When committees want shared visibility — and that's fine

Plenty of well-run committees deliberately choose the opposite. They want reviewers to see each other's scores precisely because they want discussion. A panel that meets to argue out the borderline applications benefits from everyone seeing the spread before the conversation.

So this isn't a case where one configuration is right and the other is a mistake. Programs make genuinely opposite choices for good reasons, which is exactly why visibility has to be a setting you control, not a behavior hard-coded or assumed from a template.

A useful hybrid sits between them: keep scoring independent during entry, then release the full picture once everyone has submitted, so discussion happens on equal footing without anchoring the initial numbers.

What to decide before applications open

The single most important move is timing: settle the policy before the portal opens. Once applications are in and reviewers have started, every change looks like the rules shifted to favor someone.

• Visibility of scores. Can reviewers see each other's scores? If yes, before or only after they submit their own?
• Reviewer identity. Are scores attributed by name, or pooled anonymously?
• Applicant blinding. Do reviewers see applicant names and affiliations, or a redacted version?
• Conflict-of-interest handling. How is a conflicted reviewer kept from seeing or scoring an application they're recused from?
• Comments vs. scores. Are written critiques shared on the same terms as numeric scores, or held more tightly?
• The release point. In a staged model, who flips the switch, and when?

Write the answers into a one-paragraph review policy and circulate it with the reviewer invitation. The goal: no reviewer is ever surprised by who can see their work.

What to do

1. Start private. Default reviewers to seeing only their own assignments and scores.
2. Ask your committee, not your software. Decide whether your culture wants independent judgment or open discussion.
3. Document the policy before the portal opens and send it with the reviewer invite.
4. Prefer staged release over wide-open when you want discussion — independent scores first, shared view second.

The mechanics here are easy. The judgment is the work: confidentiality in a small competitive community is a political decision, and the person who settles it quietly — before anyone's numbers are at stake — never has to defend it later.