Peer review & certification

Three independent reviewers. One fixed rubric.

Every paper is scored by at least three members against the same five criteria, on the same scale - not a free-form opinion. That keeps reviews comparable, makes disagreement specific, and gives the certificate an objective basis rather than a gut call.


How review works

01

Submit

A member submits a paper - plain English, citing actual research - with a required disclosure of how any AI tools were used.

02

Match

The paper is matched to reviewers by subject-interest tag, so it reaches people who know the subfield.

03

Score

At least three reviewers score it against the rubric, with written comments per criterion. If they substantially disagree, a fourth breaks the tie.

04

Circulate privately

The paper and its reviews stay visible only within the member circle during this process - not public, not indexed by search engines.

05

Outcome

Once three scores are in, the averaged total sets the certificate tier - one of three outcomes, below.

06

Publish

The author takes the certified paper anywhere - SSRN, their own site, a journal, or LinkedIn. The certificate travels with it.

The rubric

Five criteria, each scored 0 to 4, for a total out of 20. Every reviewer scores the same criteria on the same scale, and leaves short written comments on each.

Original contribution
Presents an original idea, framework or practical insight - not a repackaging of existing work.
0-4
Grounded in evidence
Claims are supported by cited, verifiable research - not opinion or anecdote.
0-4
Clarity & accessibility
Written in plain English; understandable to an informed non-specialist in the subfield.
0-4
Rigour & soundness
Reasoning is logically sound; limitations acknowledged; methodology fits the claim.
0-4
Disclosure compliance
Any AI-tool use is explicitly and accurately disclosed, per the policy below.
0-4
Total
Averaged across the three reviewers to set the certificate tier.
/20

Certificate outcomes

Tiered rather than pass or fail - a paper that scored well on some criteria but not others is still useful feedback for the author.

16-20

Certified - peer reviewed

Cleared review from three reviewers.

10-15

Certified with revisions noted

Cleared review; reviewer notes travel with the certificate.

Below 10

Not certified - reviews available

Did not clear review; the reviews remain available to the author on request.

The certificate

A cleared paper receives a distinct, portable mark the author can screenshot or embed when they publish the paper elsewhere. It certifies the work - it doesn’t hold it hostage. Publish it anywhere: SSRN, your own site, your paper.

Certified - peer reviewed The Wattle Quorum

Integrity & AI use

Fraud prevention sits upstream, at the membership gate - not downstream in review. Members are vetted before entry and carry reputational skin in the game as named professionals in a small, invite-only network. Each member is accountable for what they post, and peer review is the check.

Our AI-use policy follows COPE, the standard most journals already use, so it needs no invention:

- AI tools cannot be listed as an author. Human members are solely accountable for all content.
- AI use is permitted in producing a paper, as long as the underlying idea is original to the author.
- Any AI use must be explicitly disclosed - which tool, and how it was used. That disclosure is itself scored.

Request an invite

Certification is for members. Membership is by invitation and considered application.

Request an invite

Invite-only · considered · reviewed