Paper-Wizard is an AI-powered evaluation that aims to deliver comprehensive, actionable feedback on academic papers in minutes to help authors critically evaluate and enhance their manuscripts with speed and precision paper-wizard.com

@unjournal.bsky.social is a grant-funded nonprofit organization aiming to make research more impactful and rigorous, recruiting paid peer review for research in economics and quantitative social science with potential for global impact.

Statcheck can be considered a “spellchecker for statistics”: it searches the text for results of null hypothesis significance tests and checks whether the reported p-value matches its accompanying test statistic and degrees of freedom. statcheck.io

@socscipredict.bsky.social offers a systematic tool for collecting expert forecasts about study outcomes. By gathering expert predictions ex ante, researchers can establish clear benchmarks against which to compare eventual findings, to help mitigate publication bias and improve experimental design.

@researchhubf.bsky.social ResearchHub provides a innovative open peer review marketplace for authors and journals, reducing review timelines from months to an avg of 10 days. Reviewers are financially incentivized with ResearchCoin, promoting rapid, high-quality feedback while promoting open science

SciScore is a scientific methods integrity checking tool covering several checklists, including MDAR and STAR Methods. It provides a report that identifies which guideline items are found (or not) in submitted text, while assessing whether the criterion is applicable to the manuscript @sciscore.com

ReviewerZero AI spots potential integrity issues in research manuscripts—like statistical mistakes, citation errors, duplicated content in figures and tables, and potentially manipulated data www.reviewerzero.ai

RegCheck leverages LLMs and AI to automatically compare preregistration plans with scientific publications. This lets researchers effortlessly identify if and how executed studies deviated from the initial plan regcheck.app

@prereview.bsky.social supports & empowers diverse and historically excluded researcher communities and other expert reviewers to engage in open preprint peer review, offering a free-to-use online review publication platform with a request-a-review feature that helps users find preprints to review

PCI is a peer-review and endorsement service that publicly evaluates – through peer review – and recommends/highlights high-quality preprints deposited in open archives. @peercommunityin.bsky.social @pci-regreports.bsky.social

@oga-community.bsky.social OGA evaluates the quality of information about antibody choice and use within a research protocol or manuscript and provides a report showing which experiments relied on antibodies, and information about the suitability of the antibodies for these specific experiments.

MetaRoR is a publish-review-curate platform for metaresearch where review reports and editorial assessments are shared publicly to help readers assess submitted metaresearch articles. The platform aims to change the way we communicate about science. @metaror.bsky.social

DataSeer fills the urgent need for low-cost, scalable solutions to measure open science, show researchers how to comply with policy, and deploy just-in-time interventions. @dataseerai.bsky.social

CODECHECK has a workflow and roles to evaluate computer programs underlying scientific papers for their reproducibility. A CODECHECK certificate states that one codechecker was able to follow author instructions at one point in time and largely came to the same outputs and results. codecheck.org.uk

"From Misconduct to Reform: Understanding Perceptions of Those who Commit & Call out Questionable Research Practices" by Lewis and Tullet prereview.org/preprints/do...

"Superstitions and economic activity: Evidence from eclipses in India" by Tagat, Vajjala, and Narvekar prereview.org/preprints/do...

"High Levels of Reporting of Exploratory Research in Registered Reports and Preregistered Articles" by Syed, Armstrong, Chan, and Person prereview.org/preprints/do...