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COSIG
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The Collection of Open Science Integrity Guides (COSIG) is a constantly-expanding resource for performing post-publication peer review.
https://cosig.net
Happy New Year from Sal Sleuthmander and the COSIG team! Here's to doing lots of post-publication peer review in 2026
🎆🥂🔎
January 1, 2026 at 12:15 AM
Merry Christmas and happy holidays from COSIG's newly-named mascot, Sal Sleuthmander!
December 25, 2025 at 6:02 AM
Last week, COSIG's team of maintainers finally got to meet up in person!
@solalpirelli.bsky.social @reeserichardson.bsky.social
December 17, 2025 at 12:03 AM
Reposted by COSIG
Achal Agrawal realised how ingrained research misconduct had become, and resolved to do something about the issue

He is part of Nature’s 10, a list of people who shaped science in 2025
go.nature.com/3Yk3d0T
This science sleuth revealed a retraction crisis at Indian universities
Achal Agrawal is part of Nature’s 10, a list of people who shaped science in 2025.
go.nature.com
December 11, 2025 at 2:20 PM
Are you keeping up with @abalkina.bsky.social's advent calendar? It is a great way to practice spotting publication integrity issues!
Happy Advent! !!!🎄✨
Day 7.
Could you identify any issues in the demographic data?
papermills.tilda.ws/advent2025
December 7, 2025 at 1:26 PM
Congratulations to one of COSIG's first contributors, @elisabethbik.bsky.social !
This afternoon, I will give a public lecture about #ResearchIntegrity and #ImageForensics, at the University of Bern, CH, where I will receive an honorary doctorate from the Faculty of Science tomorrow.

Thank you for your support ❤️
December 5, 2025 at 7:30 PM
Reposted by COSIG
Happy Advent! !!!🎄✨
Welcome to a new edition of the Research Integrity Advent Calendar.
Each day brings a small challenge: spot the problem, detect inconsistencies, and sharpen your skills.
Enjoy the season and the daily puzzles!
Day 1. papermills.tilda.ws/advent2025
December 1, 2025 at 8:07 PM
This Thursday, COSIG maintainer @reeserichardson.bsky.social will be presenting on using COSIG to spot problematic papers! Registration details below.
Do you want to know how you can fight back against fraudulent research & paper mills? Join speakers Jack Wilkinson & Reese Richardson – experts who have made it their mission to empower the world to fight back against the fakery of paper mills: https://rsc.li/47ysXuD #ChemSky @chemistryworld.com
November 26, 2025 at 2:59 AM
Scientific articles often report data in tables. COSIG's latest guide covers methods to export these tables into a spreadsheet editor like Microsoft Excel!

COSIG (32 guides and growing!) is available at cosig.net.
November 24, 2025 at 4:13 PM
COSIG has a new mascot but he doesn't yet have a name! Any suggestions?
November 19, 2025 at 3:12 PM
Check out the latest issue of REACH magazine from @sci-integrity.com, which features COSIG on page 42!

www.sci-integrity.com/reach-octobe...
REACH October-December 2025 | Science Integrity Alliance
REACH is a modern, interactive, and comprehensive digital magazine designed to meet the shared needs of all stakeholders in the research community.
www.sci-integrity.com
November 16, 2025 at 2:52 PM
The FDA Adverse Events Reporting System (FAERS) is useful for identifying potential adverse events associated with drugs. However, its data is often exploited to produce articles reporting spurious drug risks.

COSIG's entry on formulaic research now covers low-quality pharmacovigilance studies!
November 14, 2025 at 6:41 PM
COSIG has a new landing page! Check it out at cosig.net.

(Files for COSIG are still hosted on OSF!)
October 17, 2025 at 12:41 PM
What is a "calculation chain" file? How can I easily identify duplicated values in a table?

COSIG's 31st guide is all about data forensics using Microsoft Excel!

osf.io/bz725

As always, all guides are available at cosig.net.
September 25, 2025 at 5:15 PM
Adjusting the black/white levels in an image can reveal inconsistencies barely perceptible to the naked eye.

A 2018 article in Scientific Reports was just retracted as a result of several such inconsistencies.

Check out COSIG's guide on software for image forensics here: osf.io/g23pf
September 17, 2025 at 5:21 PM
Starting in 10 minutes!
cosig.net COSIG @cosig.net · Sep 8
This Friday, September 12, COSIG maintainer @reeserichardson.bsky.social will be participating in a panel discussion (16:00 CEST, 10:00 AM EDT) as part of the all-day event "Making Sense of Open Science" hosted by the Czech Academy of Sciences. Watch online!

www.projekt-amulet.cz/index.php/en...
Public Hearing on Open Science | Project AMULET
Making Sense of Open SciencePublic Hearing on the Principles and Practices of Data Management, Publishing Regimes, and Public Engagement in Science Location: Rooms 205 and 206, main building of the Cz...
www.projekt-amulet.cz
September 12, 2025 at 1:51 PM
This Friday, September 12, COSIG maintainer @reeserichardson.bsky.social will be participating in a panel discussion (16:00 CEST, 10:00 AM EDT) as part of the all-day event "Making Sense of Open Science" hosted by the Czech Academy of Sciences. Watch online!

www.projekt-amulet.cz/index.php/en...
Public Hearing on Open Science | Project AMULET
Making Sense of Open SciencePublic Hearing on the Principles and Practices of Data Management, Publishing Regimes, and Public Engagement in Science Location: Rooms 205 and 206, main building of the Cz...
www.projekt-amulet.cz
September 8, 2025 at 5:36 PM
Here we are!
September 4, 2025 at 10:15 PM
COSIG maintainers Reese Richardson and Yagmur Ozturk are at #PRC10 in Chicago! Come find us to talk about post-publication peer review!
September 3, 2025 at 6:38 PM
Stocking the Librarian’s Publishing Integrity Toolkit

The number of tools available to help library staff identify potential research misconduct is rapidly expanding. Here are some recommendations.

By Matthew Goddard and Zachariah Motts

katinamagazine.org/content/arti...
Stocking the Librarian’s Publishing Integrity Toolkit
The number of tools available to help library staff identify potential research misconduct is rapidly expanding. Here are some recommendations.
share.google
August 12, 2025 at 7:18 PM
Reposted by COSIG
Want to get involved finding problematic scientific articles? Check out the Collection of Open Science Integrity Guides at cosig.net!

@cosig.net
August 6, 2025 at 4:27 PM
One of the issues raised in this commentary is data leakage between the training set and the validation set. Check out COSIG's entry on data leakage here: osf.io/d8mzb
July 22, 2025 at 8:00 PM
On Monday, July 21 at @reeserichardson.bsky.social will be giving a talk about COSIG for Open Research Summer School, organized by @kingsioppn.bsky.social!

Online attendance for all of Open Research Summer School is free! Register here: www.eventbrite.co.uk/e/open-resea...
Open Research Summer School
Join us at the Open Research Summer School for a deep dive into the world of research - see you there on 21 to 25 July 2025 at 8:30 AM!
www.eventbrite.co.uk
July 16, 2025 at 6:46 PM
Our entry on reporting publication integrity issues to publishers has contact information to reach the publication integrity and publication ethics departments at most major scholarly publishers. Read here: osf.io/4edk2

All of COSIG is available at cosig.net!
July 10, 2025 at 11:43 AM
A 2019 Cochrane systematic review on using lithium to treat acute mania confuses standard error (SE) with standard deviation (SD) for two studies included in a meta-analysis, resulting in an overestimation of overall effect size in that meta-analysis.

See COSIG's guide on the topic: osf.io/hp4yd
July 3, 2025 at 5:30 PM