iiinova — where your digital self keeps evolving

matilda.science @matilda-science.bsky.social · 20/09/2026

They already are, see SocArxiv posts for moderation nightmare. And of cours chemistry and biology crap have been there for quite some time through paper mills or more amateurish sources. You can "publish" a systematic review of any given discipline, full of crap of course, but that looks legitimate.

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matilda.science @matilda-science.bsky.social · 14/09/2026

Matilda has reached 170M deduplicated publications, among which 38.5M are full-text searchable. Everything is free, sharable and reusable and will remain as such under our #POSI commitments and following our mission matilda.science/mission?l=en #openscience #opendata

Series of open paper books which represent the open knowledge available through Matilda

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matilda.science @matilda-science.bsky.social · 31/07/2026

Our 50M OA include 37M for which you can full-text search matilda.science?l=en Easy Connection tu Zotero, RSS streamed alerts, citation tracking, no ID needed.

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CWTS | Leiden University @cwts.nl · 21/07/2026

Today we announce a next step in our transition to open research information: CWTS will discontinue the use of Web of Science data, both in the Leiden Ranking and in the services that we offer to external organisations. Read more on our website 👉 edu.nl/vnepv @barcelonadori.bsky.social

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matilda.science @matilda-science.bsky.social · 18/06/2026

Matilda.science is back online with all services thanks to @huma-num.bsky.social. A lot of new texts, references links and full-text indexations coming tonight.

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matilda.science @matilda-science.bsky.social · 15/06/2026

Matilda will also be unavailable from tonight 5PM GMT for around 24h. Thanks to @huma-num.bsky.social and CCIN2P3 teams for their work.

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matilda.science @matilda-science.bsky.social · 30/05/2026

If you want to avoid AI Search and metadata shortcomings, you can simply full-text search on 36M works (and counting) with Matilda.

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matilda.science @matilda-science.bsky.social · 30/05/2026

As Google shift to AI LLM answers, a lot of academics fear that Google Scholar will soon follow. If you wish for a reproducible an #AIfree set of tools, don't wait and start searches through our 163M works and 13M authors at Matilda matilda.science?l=fr

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matilda.science @matilda-science.bsky.social · 14/04/2026

Everyday more and more people use Matilda's #bibliographical transparent and services: search, citation tracking, bibtex metadata, alerts, everything is open data and easily transferable to #Zotero. 162M publication, 13M authors, 2MM reference links, 34M full text search. matilda.science?l=en

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matilda.science @matilda-science.bsky.social · 26/03/2026

Including 34M full-text indexed publications to build queries and alerts, including citation tracking for authors and texts. Totally Free, shareable, no ID, ni tracking. #POSI #opendscience #opendata matilda.science?l=en

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SocArXiv @socarxiv.bsky.social · 16/03/2026

Someone went to the trouble of creating 5 fake OSF accounts today, linking to 5 fake ORCID accounts, and generating 5 fake papers to submit to SocArXiv, with fake author and emails. Dude, if you are reading this, I hope you get the help you need (or a better job).

A Study on Customer Support Team Configuration and
Service Quality in Financial Services Enterprises

A Study on Dispatcher Scheduling and Service On-Time
Rate in Urban Public Transportation Systems

A Study on the Impact of Member Mobility on Research
Output in University Research Teams

Authors
Matthew R. Collins1, Daniel T. Harris2, James A. Wilson3*
Affiliations
Melbourne School of Engineering, The University of Melbourne, Parkville, VIC 3010, Australia
Corresponding author: james.wilson@unimelb-placeholder.edu

Abstract
Customer support teams play a crucial role in ensuring service quality in financial services
enterprises, and the rationality of their staffing directly affects customer experience. This study
analyzes the relationship between staff size and service quality indicators, focusing on the
configuration characteristics of customer support teams. Based on 18 consecutive months of
operational data from the customer support center of a financial services enterprise, the sample
includes 96 service teams, 2,430 customer service personnel, and over 3.2 million customer
service records. Service quality is measured by average response time, first-time resolution rate,
and customer satisfaction score. A generalized 1
configuration variables on service quality
customer service team is controlled withi

A Study on the Relationship between Labor Structure and
Production Efficiency in Overseas Factories of Multinational
Manufacturing Enterprises

Authors
Sebastian Weber1, Lukas Schneider2, Johannes Müller3*
Affiliations
Department of Civil, Geo and Environmental Engineering, Technical University of Munich
(TUM), 80333 Munich, Germany
*Corresponding author: johannes.mueller@tum-placeholder.edu

Abstract
Public transportation systems have high requirements for service on-time rate, and the
rationality of dispatcher scheduling directly affects operational stability. This study analyzes the
relationship between dispatcher scheduling and service on-time rate. The stud…

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matilda.science @matilda-science.bsky.social · 08/03/2026

Matilda's name comes from Margaret Rossiter's work on the history of women in science. We wish to welcome any academic text, whatever its language, authors, form, output to counter Matilda's effect. If you have not read her, please do. iahr.oss-accelerate.aliyuncs.com/upload/file/...

iahr.oss-accelerate.aliyuncs.com

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matilda.science @matilda-science.bsky.social · 26/02/2026

Matilda has reached 160M deduplicated publications, among which 33M are full-text searchable. Everything is free, sharable and reusable and will remain as such under our #POSI commitments and following our mission matilda.science/mission?l=en

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matilda.science @matilda-science.bsky.social · 19/02/2026

Matilda has adopted the Principle of Scholarly Infrastructure (POSI). For full details, see here #OpenScience matilda.science/posi?l=en

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Vincent Traag @vtraag.bsky.social · 27/01/2026

📣 Our introduction to structural causal models in science studies is now published: doi.org/10.1162/QSS.... @tklebel.bsky.social and I tried to make our introduction as accessible as possible. We illustrate the theory by three case studies based on a simulated model of Open Science. 🧵(1/6)

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Isidro F. Aguillo @isidroaguillo.bsky.social · 22/01/2026

Our monthly review of the coverage of the major bibliographic databases (January 2026). We excluded Xueshu Baidu and FatCat and duplicated the OpenAlex info and added PubMed, a relevant IA source

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Bård Lahn @bard.lahn.no · 22/01/2026

For Firefox users, I also wrote a small add-on that allows you to search Matilda directly from the search bar. (Not officially endorsed by the great people at @matilda-science.bsky.social)

addons.mozilla.org

Matilda academic search engine – Get this Extension for 🦊 Firefox (en-US)

Download Matilda academic search engine for Firefox. Adds the Matilda.science academic search engine to your search bar

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matilda.science @matilda-science.bsky.social · 03/01/2026

The power of #opendata, automation, @foxcubfr.bsky.social maintenance and Huma-Num services. In 2026, so many new objects are searchable on matilda.science?l=en #discover #openscience @cnrs-inist.bsky.social

The image shows the uptake in matilda.science objects : +15M works, +20M full-text search, +1.1M recognized authors +600M citation links

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matilda.science @matilda-science.bsky.social · 31/12/2025

If you wish to study how editors wish Happy new year to their readers and authors, you will find hundreds of them in Matilda. #opendata #discoveryservice matilda.science/search/?l=fr...

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matilda.science @matilda-science.bsky.social · 16/12/2025

At Matilda, we don't use affiliation data, but we have developed a multi-source pipeline to avoid such data capture. In order to achieve @barcelonadori.bsky.social goals, we need to outweigh those who see this data produced by researchers as an asset to be enclosed. #openscience

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polecopub @polecopub.bsky.social · 01/12/2025

For bibliographic needs, use matilda.science?l=en

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matilda.science @matilda-science.bsky.social · 27/10/2025

An example of search query in Matilda, if you work on research assessment reform like @coarassessment.bsky.social, here on Narrative CV in English, French, German, Spanish #openscience #opendata matilda.science/search/?l=fr...

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matilda.science @matilda-science.bsky.social · 11/10/2025

The harshness of grant calls in the research world: our project received the maximum grade of 100/100... and still was not funded.

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Hans de Jonge @hldejonge.bsky.social · 07/10/2025

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

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matilda.science @matilda-science.bsky.social · 01/10/2025

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

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Make Data Count @makedatacount.bsky.social · 01/10/2025

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...

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matilda.science @matilda-science.bsky.social · 18/09/2025

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.

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matilda.science @matilda-science.bsky.social · 15/09/2025

Tonight at #OSFair2025 we perform two Matilda demos. Come and let's chat around #openscience in bibliographic search www.opensciencefair.eu/demos/matild...

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matilda.science @matilda-science.bsky.social · 31/08/2025

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

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matilda.science @matilda-science.bsky.social · 16/08/2025

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

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Will Ratcliff @wcratcliff.bsky.social · 12/08/2025

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.

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matilda.science @matilda-science.bsky.social · 12/08/2025

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...

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polecopub @polecopub.bsky.social · 12/08/2025

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

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julienhomo.bsky.social @julienhomo.bsky.social · 10/08/2025

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

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matilda.science @matilda-science.bsky.social · 01/08/2025

We keep on growing, and that includes 26M publications with full-text search. No ID needed, everything is reusable and shareable #openscience #opendata

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Ludo Waltman @ludowaltman.bsky.social · 17/07/2025

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!

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matilda.science @matilda-science.bsky.social · 08/07/2025

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

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matilda.science @matilda-science.bsky.social · 07/07/2025

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...

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matilda.science @matilda-science.bsky.social · 17/06/2025

TSOSI will hopefully become a key platform to proudly show investment in #Openscience #infrastructure

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matilda.science @matilda-science.bsky.social · 29/05/2025

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.

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matilda.science @matilda-science.bsky.social · 29/05/2025

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

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Samuel Moore @samuelmoore.org · 17/05/2025

"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!

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matilda.science @matilda-science.bsky.social · 14/05/2025

Our 155M are deduplicated; the full number of publications is 245 M. You can also use full-text search over 22M works without any personal ID or tracking systems, share alerts and results. matilda.science?l=en

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matilda.science @matilda-science.bsky.social · 06/05/2025

G Scholar is more and more tainted. At Matilda, we do not have the same problem: we only rely on trusted sources (Crossref, ArXiv, Pubmed, HAL,...) for pub. and we closely control our enrichments. So less publications and less citations but legit ones #researchintegrity #Barcelonadeclaration #ORI

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matilda.science @matilda-science.bsky.social · 25/04/2025

In Matilda, you will find already 26 "squared blunder", including some, like this one, followed by the wrong acronym. #researchintegrity matilda.science/search/?l=fr...

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hakwan lau @hakwan.bsky.social · 24/04/2025

who says that science doesn't generate profit?

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matilda.science @matilda-science.bsky.social · 19/04/2025

Matilda has just passed the 20 million mark for full-text search! Still a long way to go, but the goal is to make full text the standard for bibliographical search rather than metadata. matilda.science?l=en #scientificpublishing #opendata

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