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This review was written on August 8, 2025 in the context of an invitation to review this preprint by the organization MetaROR (MetaResearch Open Review), a platform for open peer review and curation of published metaresearch articles. The invitation to review the preprint was received via email on August 12, 2025.

Summary

This preprint reads as an opinion piece in which the authors discuss the potential benefits and what they see as potential issues of introducing a specific kind of pseudoanonymity to existing processes of open peer review. The authors argue that their suggested form of pseudoanonymity—which envisions a system in which publishers would maintain a secured database connecting each review to a pseudonym associated with a specific person for each review—paired with the open publication of peer review reports may help “improve the trust in science even further as well as help catch lazy or ill-intentioned reviewers using the peer-review system to game citations or increase their influence by reviewing prolifically.” While I completely support efforts that put forward alternative solutions to the existing way scholarly peer review is conducted with the goal of improving it, I believe this piece would benefit from a more in-depth and clearer argumentation of all points raised by the authors, as well as the exposure of potential unintended consequences of the suggested model. Below I list major and minor concerns—a categorization that is completely subjective but I use with the intent of separating issues I believe need the most attention from those that may be quicker to fix and/or be deprioritized in the context of revising the work for a future version of the article.

Major concerns and feedback

• The article would benefit from a more in-depth elaboration of all the arguments raised. For example, the authors may consider adding an introduction in which they more extensively articulate the issues they think would be mitigated by the implementation of their pseudoanonymity model. 

While the authors do list specific benefits of pseudoanonymity, I’d say that overall it seems like they suggest it as a model to prevent “bad actors” from abusing their power as reviewers. I would love for the authors to think about how pseudoanonymity may help mitigate bias in peer review, as well as helping a reviewer engage with open peer review in a safer albeit rewarding way. 

• In my opinion, the way the authors propose pseudoanonymity to be implemented would prevent some of the most important benefits of pseudoanonymity. If I understood it correctly, the authors are suggesting that only the publisher would have access not only to the identity of the reviewer but also to their pseudonym in relation to the reviews they wrote. This model would prevent an important aspect of pseudoanonymity, which is the opportunity for reviewers to build a public profile as trustworthy peer reviewers using a unique pseudonym that is the same across reviews and is revealed to the readers. For example, at PREreview, the organization I co-founded and for which I’m the Executive Director, users (aka, PREreviewers) have to register through their ORCID iD and ,in addition to their public profile associated with their ORCID record, they receive a unique pseudonym (in our case, a random color and a random animal). This allows PREreviewers to use their pseudonym to publish their preprint reviews (they can choose which profile to use on a per-review basis) if they don’t feel quite ready to contribute with their name, maybe because they fear retaliation, or feel like revealing their name could harm them in some other way. One can imagine, for instance, an early-career researcher who contributes a number of preprint reviews using their unique pseudonym, let’s say “Pink Jaguar”. Nobody knows who Pink Jaguar is, but readers of preprint reviews can decide that Pink Jaguar is a trustworthy, constructive peer reviewer who is active within the community. The person with the Pink Jaguar account may decide to reveal their pseudonym to a trusted group of colleagues, or to the wider community whenever they feel ready. At the same time, if Pink Jaguar has any malicious intentions—for example starts targeting competitors with consistently negative and unconstructive reviews, or reviews their own work or the work of their friends with a consistently positive pattern—their identity can be uncovered by the PREreview Safety Team who can and will investigate and enforce the Code of Conduct, possibly leading to the termination of this person’s account and ability to interact in PREreview’s public spaces. It would be interesting to think about how such a system may apply to journal peer review publication. I can see how this may also help with reducing editors’ bias in selecting who is an expert as they would be able to select reviewers they don’t know by name, but they may trust based on the review history they built.

The authors state that pseudoanonymity would “help provide useful analytics for both editors as well as readers and help them take more informed decisions.” But I’m unclear about how readers would be able to make “more informed decisions” as to them the reviews would still be completely anonymous. Also what are examples of such “informed decisions”? I may have misunderstood this point, but I invite the authors to further elaborate on this point as I believe it’s an important one. 

• When explaining how pseudoanonymity may work, the authors provide an example of the reviewer using a pseudonym like “Jamie.” While I don’t want to get too hang up on the exact example used to make their point, I think it’s worth mentioning that for all the benefits of pseudoanonymity to work—some of which may not be possible in the context of the model the authors are presenting as argued above, I believe that the pseudonym should be unique to the reviewer and can’t be just a name—this point ties up to the argument above and our choice at PREreview about how to implement pseudoanonymity.

• I’m unclear about what the authors mean by “Increase fairness by normalizing the reviews.” I am not familiar with all publishers’ editorial processes, but presumably different publishers ask reviewers to use different scoring systems if any at all. What exactly would scoring and averaging the scoring a reviewer gives to manuscripts help with and how would that standardize across publishers? Is this related to the concept I tried to elaborate in a previous point where pseudonymity can help identify patterns of reviewing practices that can inform publishers and the wider community about a specific reviewer’s attitudes/style towards writing a review (e.g., “Pink Jaguar consistently writes thorough, constructive, and clear reviews, therefore I (the editor) will invite them to review more or therefore I (a reader) am inclined to trust their reviews”, versus “Pink Jaguar consistently writes negative, unconstructive, and unclear reviews, therefore I (the editor) will not invite them to review anymore or therefore I (a reader) am inclined to not trust their reviews as much” ). 

• Another point I’m unclear about is how the authors imagine pseudoanonymity may “Provide incentives to reviewers by giving them credit.” It’d be curious to know what kind of credit the authors are thinking about; is it monetary? Publishing tokens? 

• I’m also unclear about the argument put forward in the section titled “Lost Opportunity: The Invisible cost of lost Peer Review” and how it relates to the pseudoanonymity model they propose. I can make some guesses, but I would like it if the authors made that connection explicit.

• I was unable to click on the hyperlinks provided throughout the article. The authors should consider listing all the references at the bottom of the preprint as opposed to or in addition to embedding hyperlinks in the text of the pdf. This would greatly help readers dive deeper into the argument and make the article more accessible to screen readers.

Minor concerns and feedback

• I recommend not using the term “blind” to refer to peer review in which the reviewer's identity is not known. In order to avoid ableist terms, it would be appropriate to adopt terms such as “double-anonymized” or “single-anonymized” or simply, “anonymized” peer review. As it’s been articulated here and elsewhere, the term ““Blind” in this context arises from and reinforces stereotypical understandings of disability which negatively impact blind and low vision people (see for example the discussion from the Royal Society of Chemistry and the American Philosophical Association (APA)).”

• Please consider using the “they/them” pronouns when referring to the reviewer or the editor or any person. The authors start by writing “he/she” but then default to the “he” pronoun. The use of they/them helps maintain neutrality of gender identity and helps combat the stereotyping of expertise around a specific gender.

• The authors suggest a “centralized database” to coordinate across publishers on incentives and the sharing of reviewers across publishers. While the authors mention that this would increase the risk of data leaks, they should also consider other negative aspects of such a system, like for example the potential for editors and other publishing staff to reveal the pseudonym of a reviewer. What systems would be in place to prevent such behavior? At the root of the problem of many issues in scholarly evaluation are not simply issues that can be solved with better technology and better “policing”, but are systemic issues of power imbalances, toxic competitive environments shaped by ill-placed reward systems and engrained biases common to human societies. Can we build systems that intentionally mitigate these issues and center care and reduce harm? I’m curious to know if authors have thought about some of these aspects and if they think there are ways the suggested model may help shift culture and combat oppressive systems more intentionally.

• The statement that “Peer review system is a pillar, if not the bedrock of science.” is quite a strong one and not universally accepted. I’m not suggesting this article takes on arguing the very existence of peer review as we know it, but it may be helpful to mention that not everyone thinks that way and perhaps add a few more citations throughout the piece.

• The preprint would benefit from some minor copy editing to enhance clarity of the arguments.

Competing interests

The reviewer is the co-founder and Executive Director of PREreview, an open preprint review platform that has supported the implementation of pseudonyms since its inception.