I really appreciate the work of Dr. Poi Sonai. I think he really pushes the public understanding of AI and LLMs. Endless battle, though

This is a great piece of research that can be adapted to test the #accessibility of all these digital services academia is churning out these days…

MetaROR@metaror.bsky.social · last mo.

🌐 How accessible are preprint services and where are they located? That is the question addressed by this article evaluated by MetaROR. The two reviewers are generally positive, though they have some notes on some of the figures and would like to see more statistical tests. 👇 Read it now

Oh man that feeling when you tweak you matching algorithm in #Rstats to handle 500 million comparisons more efficiently and it results in 6000 hits…

What happened to goodreports.org? Imagine building a research tool, even writing a paper about it (pmc.ncbi.nlm.nih.gov/articles/PMC...), only to have the site taken by a gambling site. Embarassing! Better own the domains by yourself... #OpenScience #Transparency #Metascience

GoodReports: developing a website to help health researchers find and use reporting guidelines

Th EQUATOR Network improves the quality and transparency in health research, primarily by promoting awareness and use of reporting guidelines. In 2018, the UK EQUATOR Centre launched GoodReports.org, ...

pmc.ncbi.nlm.nih.gov

I just came back from a workshop with Nancy Cartwright at Bielefeld‘s #ISOS institute. It was about reforming the #SystematicReview method to incorporate more diverse knowledge. Very refreshing to (re)join the current debate, even thought am not fully convinced...

Oh wow this is so astonishingly incomplete! Why does it not mention history/philosophy/sociology of science, STS etc. - relevant fields without normative agenda. What about reflexive metrics and critical evaluation studies which are so fundamental for current assessment reform debate?

H. Walter Muchow@hwm777.bsky.social · 3mo ago

The Six Camps of Metascience A field guide for policymakers (and everyone who cares about American science). open.substack.com/pub/macrosci...

So, naive question about these campuses that pay OpenAI $13mil/yr. Why don’t they pour that money into a cluster running the strongest available open-weight model, with API and interactive options. And if the answer is “overhead,” why aren’t we collaborating?

#PhDone What a day and what a great way to celebrate the end of my long journey. Many thanks to everyone who was part of this journey! I still have to process everything. #Dissertation @academic-chatter.bsky.social #AcademicLife #AcademicChatter @cwts.nl @unileiden.bsky.social #DZHW

Late but still trying to watch part of the dissertation defense by @aschniedermann.bsky.social a former colleague at @bibliometrie-info.bsky.social ... Very articulated answers to pretty sharp questions, well done Alex (so far, I had to disconnect to attend another meeting)...

„People aren’t FAIR, data might be“ but people failed to recognize data practices and efforts of others. We have a digital #TragedyOfTheCommons in research and open science. @carolegoble.bsky.social at #FOR2026 #OpenScience #ResearchData #RDA #FAIRData #TrustedResearchEnvironments

On my way to #FOR2026: „The Future of Open Research“ in Munich. Happy to introduce our project about #NFDI and #Base4NFDI Begleitforschung to a bigger audience! opensciencestudies.eu/for-2026-con...

Here is a prediction: Rather than banning anything, we will find ourselves forced to play along and use more AI for writing too. In the end, everyone will enjoy being a scholar a little less (again).

Research on Research Institute (RoRI)@rorinstitute.bsky.social · 4mo ago

Is research funding facing an "agentic" collapse? In @nature.com today, RoRI’s @jameswilsdon.bsky.social & @profgeraintrees.bsky.social warn that AI agents are overwhelming a system built for a pre-AI world. We need AI-native funding, not unenforceable bans. Read the piece: tinyurl.com/mtxpcf7k

Digital #TragedyOfTheCommons: Scholars who announce the publication of their recent paper on more or less public email lists. This behavior is selfish and worsens the experience for everyone.

🔥🔥🔥

Bart Penders@penders.bsky.social · 5mo ago

STS NL One has begun!

"we speak a secret language" Do we hide behind #STS jargon? What a great first day at #STSNL26, the first STS conference of dutch #WTMC. Our deep dive on science reform and metascience reminds us to be self-reflective and critical of our own field. #STSNL #STSNLOne

Important finding and hint at what I argue for years: People are not stupid and they don't want to be considered stupid. But all the ELIF / "spare the details" - vibe does exactly that!

You Can Know Things@youcanknowthings.skystack.xyz · 9mo ago

What happens when public health says “we're not sure?" • A new study suggests trust may actually increase

I don't know about all the nuances of the word "Annals" in English. But "Annalen" is a very big word in colloquial German which makes it quite entertaining when #predatoryJournals choose names like "Annals of Case Reports".

Some products reveal more about society than any sociologist ever could!

I just reviewed the article 'Implicit reporting standards in bibliometric research: what can reviewers' comments tell us about reporting completeness?' by @dimitystephen.bsky.social and colleagues. I like the article a lot! Article: arxiv.org/abs/2508.162... Review: prereview.org/reviews/1739...

Just finished my @metaror.bsky.social journey – two rounds of #OpenPeerReview, valuable feedback, a stronger paper, and finally a journal submission. Open review takes time, but it’s worth every week for the transparency and trust it brings. doi.org/10.70744/Met... #OpenScience #Publishing

APC waivers and Ukraine’s publishing output in Gold OA journals: Evidence from five commercial publishers

doi.org

I just published my first paper on MetaROR (MetaResearch Open Review). The #PublishReviewCurate model brings reviewing and editorial decision making into the open. To me, it can become a real game changer in #ScholarlyCommunication. I got great reviews and look forward to revise my manuscript!

MetaROR@metaror.bsky.social · 11mo ago

🆕 Our latest study asks how authors incorporate the PRISMA guideline into workflows when conducting reviews. Both reviewers highlighted the study's importance yet also requested more information and details from the author. 👇 Read the full editorial assessment, reviews and paper on MetaROR

Let's develop a theory about how methodological developments in research are motivated by the evergrowing urge to not leave the lab and not having social interactions.

Jamie Cummins@jamiecummins.bsky.social · 11mo ago

Can large language models stand in for human participants? Many social scientists seem to think so, and are already using "silicon samples" in research. One problem: depending on the analytic decisions made, you can basically get these samples to show any effect you want. THREAD 🧵

Haha, this Springer certificate for #PeerReview is cute. However, I haven't found out where to put my IBAN... 🧐

#ChatGPT wants me to be polite to #GoogleAPI?! So it begins! They are banding together...

I am in the final phase of editing my dissertation and wonder if I should add - [ ] decrease amount of references to Ioannidis' papers to the editing todo list. And yes, citation is politics!

#STS and #SociologyOfScience have shown how contextually nuanced and discursive forms of argumentation are not integral to the sciences/medicine. At the same time we criticize the strong and reductive language found in #Metascience and #ScienceReform. I think we should be less surprised!

Did you know Bluesky's founder has an #STS degree? In a new article, Erin Burkett and I explain why, despite current threats to humanities and social science, "STEM-in-Society programs" like STS are more important than ever. And we guide funders and university leaders how to better support them.

STEM-in-Society Programs Deserve Institutional Support

STEM-in-society programs have proven their utility and have never been more needed—but they are in jeopardy nationwide.

issues.org

📣 Starting today: Science Maps. Bibliometrics between understanding and visualization We'll have traditional, current, and critical perspectives on one of the most iconic forms of #DataViz data in #Bibliometrics and #NetworkAnalysis.

#ChatGPT said some of my P-values are "astronomically small" and I am confused if this is just tone or if it refers to whatever amount of sigmas they use as threshold in astronomy

Sometimes I have the impression I am the only one in #bibliometrics who cares about "measurement error", especially when apply traditional statistics. But I get that the assumption is often: big data averages out any bias. It tells much about the epistemology of #DataScience and #BigData