matilda.science
@matilda-science.bsky.social
480 followers 120 following 62 posts
The academic search engine made as an #opendata alternative to Google Scholar. Get the freshest academic content through alerts, citation tracking and multi-query among 155M works, including 28M full text search. No ID needed https://matilda.science/?l=en
Posts Media Videos Starter Packs
Pinned
matilda-science.bsky.social
Matilda has just passed two milestones: 150M different works are included and you can full-text search 25 millions of them We aim at 200M and 50M a year from now. matilda.science?l=en #scientificpublishing #opendata
a collection of hardcover books seen from above
Reposted by matilda.science
hldejonge.bsky.social
Is there a relationship between the metadata publishers submit to Crossref and the submission systems they use? 🤔

We (w/ @msphelps.bsky.social) analyzed 153 publishers and 4 major systems to find out.

👉 doi.org/10.31222/osf...

#OpenScience #Crossref #OpenMetadata #BarcelonaDeclaration
matilda-science.bsky.social
That is why we have multiple sources in Matilda and deduplicate to get abstracts and, more importantly, full-text indexing to achieve maximum discoverability. #openscience #openresearchinformation
Reposted by matilda.science
makedatacount.bsky.social
Today on the blog, we feature Matilda, a bibliographic platform built specifically for open science. We spoke with project lead Didier Torny about the project, and their plans to incorporate links to datasets for the articles they index in Matilda.

👉 makedatacount.org/read-our-blo...
matilda-science.bsky.social
We will never have any AI (LLM) component inside Matilda to avoid that situation. Bibliographic search needs deterministic, transparent and reproducible processes. AI-training robots already come to the platform, which is fine, though we need to slow them down to avoid DDOS-style crashes.
mimosaishere.bsky.social
"The problem, she says, is these companies are rushing products to market, making the skills academic librarians are trying to teach students and researchers to use obsolete." www.404media.co/librarians-a...
Librarians Are Being Asked to Find AI-Hallucinated Books
It’s a trippy time to have a library card.
www.404media.co
matilda-science.bsky.social
Tonight at #OSFair2025 we perform two Matilda demos. Come and let's chat around #openscience in bibliographic search www.opensciencefair.eu/demos/matild...
Matilda's logo and homepage with "Search among 154M works".
matilda-science.bsky.social
The underlying architecture enables it, so at least we will give it a try... if we get the funds (3 calls pending...)
matilda-science.bsky.social
Thanks. In further developments, we wish to use our property graph to actually link these reviews to "their" article, but also book reviews to actual books. Probably tricky at full scale but that would be the goal.
Reposted by matilda.science
samuelmoore.org
You can now download the book on the publisher's website: press.umich.edu/Books/P/Publ... (open access of course)
matilda-science.bsky.social
A remarkable colleague, whose work is the reason why we chose "Matilda" for our open bibliographical platform. Read not only her "Matilda effect" article, but her extensive work on the history of women in science. #STS #historyofscience
kellyodonn.bsky.social
"It took her nearly two decades to find a permanent academic position. She found occasional work as a visiting professor, filling in for someone on leave for a year or two. She earned grants to fund her research... but she was often living on unemployment benefits"

www.nytimes.com/2025/08/29/s...
Margaret W. Rossiter, 81, Dies; Wrote Women Scientists Into History
www.nytimes.com
matilda-science.bsky.social
Matilda is LLM-free so that you can always trace back any data/reference/publication to trusted sources. Of course we don't build fancy bios, we just give you the link to the author's ORCID page #openscience #opendata
carlbergstrom.com
Just in case there was any doubt, ChatGPT 5.0 still makes up completely random citations that don't exist and should not be used for literature search.
1. David Ackerly (UC Berkeley)

While his most-cited work is on leaf size and SLA, he also wrote explicitly about plasticity in leaf traits, including shape, in the context of ecological strategies.

Example: Ackerly (1997), “Allocation, leaf display, and growth in fluctuating light environments: A comparative study of deciduous and evergreen species” (Oecologia). This emphasizes how plasticity in leaf traits mediates adaptation to light.
Reposted by matilda.science
wcratcliff.bsky.social
Not sure how many scientists here have tried Claude Code or similar command line coding assistants. I had a complicated family property tax problem that was best solved by a brute force Monte Carlo simulation approach, so I spent a few days coding up and analyzing a model with Claude Code.
matilda-science.bsky.social
The beauty of full-text search in Matilda. Among 27M papers, at least 61 use "herbal language" (instead of natural language). #openscience #researchintegrity matilda.science/search/?l=fr...
matilda.science
Reposted by matilda.science
polecopub.bsky.social
Another manuscript with authors but not readers. Who can approve "herbal language" and "face popularity" in a paper? How can IEEE not be fined for fraud and boycotted by institutions and authors? #researchintegrity #openscience
lonnibesancon.bsky.social
Tortured phrases (arxiv.org/abs/2107.0...) identified in an #IEEE paper (ieeexplore.ieee.org/...)

My Pubpeer concerns: pubpeer.com/publicat...
Reposted by matilda.science
julienhomo.bsky.social
Matilda.science hits new milestones!
151.3 M works, 254.5 M texts, 12.3 M authors, all connected in an ever-growing research graph.

Citations in the graph: 174.6 M total, 41.1 M from full texts.

And we’re still growing!

#OpenScience #FAIRData @matilda-science.bsky.social @foxcubfr.bsky.social
matilda-science.bsky.social
We keep on growing, and that includes 26M publications with full-text search. No ID needed, everything is reusable and shareable #openscience #opendata
isidroaguillo.bsky.social
Updated edition (August 2025) of the coverage table of the major bibliometric databases (millions of records).
GS reindexing period
Reposted by matilda.science
ludowaltman.bsky.social
My PhD candidate Juan Pablo Bascur submitted one of his papers to MetaROR. The reviews of his paper have now been published on the platform.

Very glad to see early-career researchers embracing new approaches to scientific publishing!
metaror.bsky.social
Today's MetaROR paper discusses "the use of document data networks to control the topic clustering of a science map" with "rigorous methodology" & "careful presentation".

Reviewers consider it "a valuable contribution to the literature", and provide the authors detailed feedback.

👇 Read on MetaROR
Use of diverse data sources to control which topics emerge in a science map
metaror.org
matilda-science.bsky.social
Matilda has just passed two milestones: 150M different works are included and you can full-text search 25 millions of them We aim at 200M and 50M a year from now. matilda.science?l=en #scientificpublishing #opendata
a collection of hardcover books seen from above
matilda-science.bsky.social
Matilda already catches a few "give a positive review only" manuscripts, including one where the authors updated the ArXiv version in 2025 (publication in 2022). Note that the prompt is being put just before the "Introduction" part @samuelmoore.org @gcabanac.cpesr.fr matilda.science/search/?l=fr...
matilda.science
matilda-science.bsky.social
TSOSI will hopefully become a key platform to proudly show investment in #Openscience #infrastructure
peercommunityin.ecoevo.social.ap.brid.gy
Check out the freshly launched TSOSI (Transparency to Sustain Open Infrastructure) website and take a peek at the list of PCI supporters! https://tsosi.org/entities/ba72cfcc-5d15-46ca-8685-151c3960a2a0
matilda-science.bsky.social
We just presented the soon available pipeline from Matilda to @opencitations.bsky.social as we will be a new source for the OC infrastructure. The presentation and abstract will be on @cern.bsky.social Zenodo. #WOOC2025
Discovering and charting the black matter of citations. Matilda as a new source for OPen Citations.
matilda-science.bsky.social
Very interesting talks, many on citation extractions (including posters soon to be presented). We collectively need to be able to extract references independently from publishers #WOOC2025
opencitations.bsky.social
🎙️ Short Talk Session 2 is now live at #WOOC2025:
🔍Gernot Deinzer on linking cost data to open metadata
🤖 Parth Sarin on LLMs for better citation parsing
📚 Zoe Wake Hyde on aligning book metadata across platforms
Reposted by matilda.science
samuelmoore.org
"After going through two rounds of peer review, which is typical, the journal asked her to do something unusual: replace the word “equitably” and take out data reporting demographic makeup. “They asked us to remove that,” she said, citing compliance with an executive order."

Nuts!
undark.org
matilda-science.bsky.social
Thanks for yours. I will send you numbers in advance (the full text number expands around 2.5M a month)