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#metascience

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Tom Stafford<p>Differences in psychologists’ cognitive traits are associated with scientific divides</p><p><a href="https://www.nature.com/articles/s41562-025-02153-1" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nature.com/articles/s41562-025</span><span class="invisible">-02153-1</span></a></p><p>New in NHB </p><p><a href="https://mastodon.online/tags/Metascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Metascience</span></a> <a href="https://mastodon.online/tags/Metaresearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Metaresearch</span></a></p>
Nick Byrd, Ph.D.<p>Has “many analyst” <a href="https://nerdculture.de/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> been done on quaLitative <a href="https://nerdculture.de/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a>?</p><p>How much do *independent* teams of qualitative coders/analyzers converge/diverge when trying to answer one question with one dataset?</p><p>Suggestions (and self-promotion) welcome.</p><p><a href="https://nerdculture.de/tags/metascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metascience</span></a> <a href="https://nerdculture.de/tags/researchMethods" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>researchMethods</span></a> <a href="https://nerdculture.de/tags/philSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>philSci</span></a> <a href="https://nerdculture.de/tags/qualitative" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>qualitative</span></a> <a href="https://nerdculture.de/tags/coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>coding</span></a></p>
Dr Mircea Zloteanu 🌼🐝<p><a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statstab</span></a> #315 What fraction of repeat experiments will have an effect size within the 95% confidence interval of the first experiment?</p><p>Thoughts: CV is a great place to learn. We see the same answer as Cumming: 83%</p><p><a href="https://mastodon.social/tags/replicability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>replicability</span></a> <a href="https://mastodon.social/tags/confidenceintervals" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>confidenceintervals</span></a> <a href="https://mastodon.social/tags/replication" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>replication</span></a> <a href="https://mastodon.social/tags/metascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metascience</span></a> <a href="https://mastodon.social/tags/estimation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>estimation</span></a> <a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> <a href="https://mastodon.social/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a></p><p><a href="https://stats.stackexchange.com/questions/218602/what-fraction-of-repeat-experiments-will-have-an-effect-size-within-the-95-conf" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">stats.stackexchange.com/questi</span><span class="invisible">ons/218602/what-fraction-of-repeat-experiments-will-have-an-effect-size-within-the-95-conf</span></a></p>
Dr Mircea Zloteanu 🌼🐝<p><a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statstab</span></a> #313 Analyzing Replication Studies</p><p>Thoughts: Replications and RR are on the rise, but not all are conducted appropriately, and become meaningless.</p><p><a href="https://mastodon.social/tags/stats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>stats</span></a> <a href="https://mastodon.social/tags/replication" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>replication</span></a> <a href="https://mastodon.social/tags/metascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metascience</span></a> <a href="https://mastodon.social/tags/openscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>openscience</span></a> <a href="https://mastodon.social/tags/metaresearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metaresearch</span></a> <a href="https://mastodon.social/tags/metaanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metaanalysis</span></a></p><p><a href="https://lakens.github.io/statistical_inferences/17-replication.html#analyzing-replication-studies" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">lakens.github.io/statistical_i</span><span class="invisible">nferences/17-replication.html#analyzing-replication-studies</span></a>.</p>
MottG<p>"From Hypothesis to Publication: A Comprehensive Survey of AI-Driven<br>Research Support Systems"</p><p>The table shown below from this paper<br>that shows AI tools for research paper assistance is the most informative one of this type that I have seen in looking at many, many AI and ML research papers. </p><p><a href="https://arxiv.org/abs/2503.01424" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2503.01424</span><span class="invisible"></span></a></p><p>The authors of this paper have a wonderful bibliography on this topic at the Github repo:<br><a href="https://github.com/zkzhou126/AI-for-Research" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/zkzhou126/AI-for-Re</span><span class="invisible">search</span></a></p><p><a href="https://researchbuzz.masto.host/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> <a href="https://researchbuzz.masto.host/tags/AItools" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AItools</span></a> <a href="https://researchbuzz.masto.host/tags/researchTools" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>researchTools</span></a> <a href="https://researchbuzz.masto.host/tags/metascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metascience</span></a> <a href="https://researchbuzz.masto.host/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a></p>
UniversityofGroningenLibrary<p>New in our <a href="https://social.edu.nl/tags/digital" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>digital</span></a> <a href="https://social.edu.nl/tags/collection" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>collection</span></a>: </p><p>➡️ Science of science : understanding the foundations and limits of science from an interdisciplinary perspective</p><p>🔗 <a href="https://doi.org/10.1093/9780198937401.001.0001" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1093/9780198937401.</span><span class="invisible">001.0001</span></a></p><p>'Science of Science' provides an integrated framework for the <a href="https://social.edu.nl/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> of science as an emerging field, and a comprehensive understanding of the foundations and limits of science.</p><p><a href="https://social.edu.nl/tags/Philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Philosophy</span></a> <a href="https://social.edu.nl/tags/OpenAccess" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAccess</span></a> <a href="https://social.edu.nl/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://social.edu.nl/tags/MetaScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MetaScience</span></a> <a href="https://social.edu.nl/tags/histodons" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>histodons</span></a></p>
Public
Tom Stafford

UKRI Metascience AI early career fellowships

ukri.org/opportunity/ukri-meta

Call Open today, closes 10 April 2025 4:00pm UK time

If you have the AI/ML skills and want to bolster the scale and impact of your research by plugging into the most exciting metascience team in the world, please get in touch with @RoRInstitute about us supporting your fellowship application

The UK Metascience Unit will fund a cohort of early career fellows to build our understanding of how the growing adoption of AI is changing the research landscape, including what epistemic, metascientific, ethical and socioeconomic questions this raises, and how governments, industry, and funding organisations should respond. You must be based at a UK research organisation eligible for UKRI funding. Fellowships can be up to two years duration, with full economic cost (FEC) up to £260,000.
#Metascience#Metaresearch
Public
renebekkers

What could #metascience learn from #criminology for the prevention of #researchmisconduct and #researchintegrity violations? In a seminar at the Netherlands Institute for the Study of Crime and Law Enforcement (NSCR), I discussed with researchers in criminology how theories and findings from the field may be applied in the field of meta research.
Blog: renebekkers.wordpress.com/2025
Slides: renebekkers.wordpress.com/wp-c
#peerreview

Graph (triangle) titled Offense Gravity — Incentives in Academia illustrating a downward slope from Ideal Science in green on the left (Responsible Research Practices) through Questionable research practices (QRP, e.g., harking, p-hacking) in a grey middle zone, to Research Misconduct (Fabrication, Falsification, Plagiarism) on the right in red. A green ball rolls down from the top left to become a grey ball in the middle, and a red not permitted circle on the bottom right.
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Veronika Cheplygina

I'm hiring multiple PhDs and postdocs to join our lab for a project titled CHEETAH: CHallenges of Evaluating Teams and Algorithms. candidate.hr-manager.net/Appli

· Multimodal health data 🏥
· Data quality, evaluation metrics ⭐
· ML competitions 📈
· Diversity and inclusion in ML education 🌈

Please reach out (via email) if you have questions + forward to others!

#MedicalImaging #MetaScience #AcademicChatter #phdPosition

More about our lab here: purrlab.github.io/

Talentech · Multiple PhD and postdoc positions on evaluation metrics for multimodal health data at the IT University of CopenhagenThe PURRlab (Pattern Recognition Revisited lab) at the IT University of Copenhagen invites highly motivated individuals to apply for a PhD or a 2 year Postdoc p
Public
Tom Stafford

Pre-announcement: UKRI Metascience AI early career fellowships

ukri.org/opportunity/ukri-meta

"The UK Metascience Unit will fund a cohort of early career fellows to build our understanding of:
- how the growing adoption of AI is changing the research landscape, including what metascientific, ethical, epistemic, and socioeconomic questions this raises
- how governments, industry, and funding organisations should respond"

Closes 10 April,

www.ukri.orgUKRI Metascience AI early career fellowshipsThe UK Metascience Unit will fund a cohort of early career fellows to build our understanding of how the growing adoption of AI is changing the research landscape, including what epistemic, metascientific, ethical and socioeconomic questions this raises, and how governments, industry, and funding organisations should respond.
#MetaScience#MetaResearch#Funding
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petersuber

Researchers planning to do #SystematicReviews must now plan to filter out the #JunkScience. That's difficult, time-consuming, error-prone, and demoralizing. It causes some researchers to drop their plans and forces others to move more slowly.
science.org/content/article/sy
(#paywalled)

#Academia #LiteratureReviews #MetaResearch #MetaScience #ScholComm
@academicchatter

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