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AI Peer Reviewers Unleashed to Ease Publishing Grind

AI Peer Reviewers Unleashed to Ease Publishing Grind

Automated tools could speed up and improve the review process, but humans are still in the driving seat. Most researchers have good reason to grumble about peer review: it is time-consuming and error-prone, and the workload is unevenly spread, with just 20% of scientists taking on most reviews. Now peer review by artificial intelligence (AI) is promising to improve the process, boost the quality of published papers — and save reviewers time.

The Evaluation of Scholarship in Academic Promotion and Tenure Processes: Past, Present, and Future - F1000Research

The Evaluation of Scholarship in Academic Promotion and Tenure Processes: Past, Present, and Future - F1000Research

Review, promotion, and tenure (RPT) processes significantly affect how faculty direct their own career and scholarly progression. Although RPT practices vary between and within institutions, and affect various disciplines, ranks, institution types, genders, and ethnicity in different ways, some consistent themes emerge when investigating what faculty would like to change about RPT. For instance, over the last few decades, RPT processes have generally increased the value placed on research, at the expense of teaching and service, which often results in an incongruity between how faculty actually spend their time vs. what is considered in their evaluation. Another issue relates to publication practices: most agree RPT requirements should encourage peer-reviewed works of high quality, but in practice, the value of publications is often assessed using shortcuts such as the prestige of the publication venue, rather than on the quality and rigor of peer review of each individual item.

In Review: a New Way to Open Up the Submissions and Peer Review Process

In Review: a New Way to Open Up the Submissions and Peer Review Process

A manuscript is much more than words on paper. Painstakingly drafted, fuelled by coffee over long nights, then (constructively) dismantled by colleagues, re-drafted several times, and finally, assembled into something you're proud of. It is the culmination of months or years of hard work, and could potentially lead to recognition for you and your whole... Read more "

Science's Quality-Control Process Gets a Makeover

Science's Quality-Control Process Gets a Makeover

Data underlying science’s quality control process is revealing worrying trends — and suggestions are pouring in on how to address the concerns.

A Process Guide

A Process Guide

A worksheet compiled from the advice of a number of journalsand publications. The aim of the worksheet is to give less-experiencedpeer reviewers a concrete workflow of questions and tasks to follow whenthey first peer-review.

Eight Ways to Tackle Diversity and Inclusion in Peer Review

Eight Ways to Tackle Diversity and Inclusion in Peer Review

We continue our Peer Review Week celebrations with a roundup of articles about bias, diversity, and inclusion in peer review, by Alice Meadows, including eight lessons we can all learn from them.

Global State of Peer Review

Global State of Peer Review

The Global State of Peer Review is one of the largest ever studies into the practice of scholarly peer review around the world focusing on four questions: 1. Who is doing the review? 2. How efficient is the peer review process? 3. What do we know about peer review quality? 4. What does the future hold?

Gender and International Diversity Improves Equity in Peer Review

Gender and International Diversity Improves Equity in Peer Review

The acceptance rate for eLife manuscripts with male last authors was significantly higher than for female last authors, and this gender inequity was greatest when the team of reviewers was all male; mixed-gender gatekeeper teams lead to more equitable peer review outcomes.

Reputation or Peer Review? the Role of Outliers

Reputation or Peer Review? the Role of Outliers

We present an agent-based model of paper publication and consumption that allows to study the effect of two different evaluation mechanisms, peer review and reputation, on the quality of the manuscripts accessed by a scientific community.

Publons' ECR Reviewers' Choice Awards

Publons' ECR Reviewers' Choice Awards

Publons’ ECR Reviewer Choice Award celebrates early-career researchers' exceptional contribution to peer review, recognizing an individual who has been influential in the realm of peer review or has significantly contributed to improving the system.

Peer Review of Health Research Funding Proposals: A Systematic Map and Systematic Review of Innovations for Effectiveness and Efficiency

Peer Review of Health Research Funding Proposals: A Systematic Map and Systematic Review of Innovations for Effectiveness and Efficiency

Virtual peer review using videoconferencing or teleconferencing appears promising for reducing costs by avoiding the need for reviewers to travel, but again any consequences for quality have not been adequately assessed.

Meritocratic Publishing: Open Access and Tackling Discrimination in Academia

Meritocratic Publishing: Open Access and Tackling Discrimination in Academia

The problem with peer review is that, despite its rigor, it suffers from bias because reviewers are competing for the same recognition and resources.

Peer Review Has Some Problems - but the Science Community Is Working on It

Peer Review Has Some Problems - but the Science Community Is Working on It

Key areas of focus for tweaking peer review include making journal editors more directive in the process, rewarding reviewers, and improving accountability of editors, reviewers and authors.

Scholarly Publishing Is Broken. Here’s How to Fix It

Scholarly Publishing Is Broken. Here’s How to Fix It

Imagine using version control to track the process of research in real time. Peer review becomes a community-governed process, where the quality of engagement becomes the hallmark of individual reputations. All research outputs can be published and credited with not an 'impact factor' in sight.

Peer Review: eLife Trials a New Approach

Peer Review: eLife Trials a New Approach

eLife authors are being invited to take part in a trial in which they decide how to respond to the issues raised during peer review.