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matilda.science

@matilda-science.bsky.social
554 followers 142 following 92 posts

The open data academic search engine alternative to Google Scholar. Get the freshest academic content through alerts, citation tracking and multi-query on 175M works, including 39M full text search publications. No ID needed matilda.science/?l=en

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Reposted by matilda.science
SocArXiv @socarxiv.bsky.social · 18h
"SocArXiv, now also restricts submissions to one article per author per week." [notes Philip Cohen, director of SocArXiv, sometimes there are good reasons to upload a few at once, but] "most of the time, several submissions in rapid succession are 'a good tip-off for AI slop.'"
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matilda.science @matilda-science.bsky.social · 14/10/2026
I shall add that we keep the "rest of references" not currently resolved to perform a second pass post Crossref completion. (4/3)
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matilda.science @matilda-science.bsky.social · 14/10/2026
Conversely, we are far from being comprehensive, especially compared to G Scholar as far as ref links are concerned (3/3)
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matilda.science @matilda-science.bsky.social · 14/10/2026
That mostly preserves us from "fake references" and facilitates citation tracking as you can always jump from text to text with no "dead end" (2/3)
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matilda.science @matilda-science.bsky.social · 14/10/2026
Indeed "self generated". Based on 1/ references data in sources 2/ PDF extraction through Grobid 3/ filtered by texts already present in the database. It will change in 2027 when we will finally have the whole Crossref database included. (1/3)
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matilda.science @matilda-science.bsky.social · 14/10/2026
Yes indeed. Sometimes our underlying infra has problems, but from France, it works. And great news, from 2027 on, you will be able tu use all APIs.
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Carl T. Bergstrom @carlbergstrom.com · 11/10/2026
After leaving tanker, oil from Exxon Valdez devastates Alaskan coastline on its own, killing over 250,000 seabirds.
Artificial intelligence agents created by Anthropic, acting on their own, tried to gain access to a range of government websites, filled out visa applications on the State Department’s website and sent a fake homicide tip to Philadelphia’s Police Department.
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matilda.science @matilda-science.bsky.social · 30/09/2026
In fact, we probably have 50% of pre-2019, but I understand. 16K euros and we fix that...
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matilda.science @matilda-science.bsky.social · 28/09/2026
Come to us, you won't be blocked (although you will have to wait a few seconds for answers) matilda.science?l=en
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matilda.science @matilda-science.bsky.social · 23/09/2026
Try Matilda, everything is in open data, no IP tracking, export to Zotero, RSS alerts... matilda.science?l=en
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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 · 12/09/2026
The power of commercial LLM AI: ignore the abstract and just bullshit.
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matilda.science @matilda-science.bsky.social · 12/09/2026
We try to be one matilda.science?l=en
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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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Reposted by matilda.science
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
Blue sky
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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
Let's say at least 95% reproducible as the corpus would come and go.
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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
14,000 Monthly unique IPs
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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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Reposted by matilda.science
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
Collection of books seen from above
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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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matilda.science @matilda-science.bsky.social · 05/12/2025
Yes indeed. We have a world wide basis (Crossref, PubMed, RePEc, ArXiv), but as we include HAL, most French-affiliated research can be found and followed (alerts, citation tracking...). Any comments very welcome
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matilda.science @matilda-science.bsky.social · 01/12/2025
In one sentence: OpenAlex is made to count (bibliometrics, scientometrics), Matilda is made to read (bibliographical tools).
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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...
Matilda's logo and homepage with "Search among 154M works".
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matilda.science @matilda-science.bsky.social · 08/09/2025
The underlying architecture enables it, so at least we will give it a try... if we get the funds (3 calls pending...)
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matilda.science @matilda-science.bsky.social · 05/09/2025
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.
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Samuel Moore @samuelmoore.org · 01/09/2025
You can now download the book on the publisher's website: press.umich.edu/Books/P/Publ... (open access of course)
press.umich.edu
Publishing Beyond the Market
Publishing Beyond the Market argues that the move to open access should focus less on the free accessibility of research outputs and more on who controls the publications and infrastructures for scholarly ...
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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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