SocArXiv

SocArXiv

@socarxiv.bsky.social

Open archive of social science. Free. Academy owned. Posts by director Philip N. Cohen. Say it: so-SHAR-kive (soʊʃɑrkaɪv). Website: socarxiv.org. New papers post at: https://bsky.app/profile/socarxivbot.bsky.social

1,944 Followers 453 Following 147 Posts Joined Nov 2024
2 days ago
paper title: LLM-Assisted Replication as Scientific Infrastructure. paper authors:  So Kubota, Hiromu Yakura, Sho Yamada, Yuki Nakamura, Tobias Werner, Samuel Coavoux Abstract: Large language models (LLMs) are rapidly accelerating scientific production, from literature synthesis to automated analysis. Yet this expansion risks creating a verification gap, in which the volume of scientific claims outpaces the community’s capacity to check their reproducibility. We argue that the same LLM capabilities driving scientific output can be redirected toward scalable verification. As a demonstration, we share insights and lessons from our attempt to reproduce the core results of popular classical papers across disciplines, which yielded not only successful cases but also failures due to underspecified methodological details. This means that automated replication does not adjudicate scientific truth, but it localizes discrepancies and documentation gaps, lowering the cost of computational reproducibility checks. We thereby propose embedding LLM-assisted replication across the research lifecycle, from pre-submission quality check, journal-integrated verification, post-publication audits, to forensic reconstruction of legacy studies. To prevent misuse and preserve trust, we call for transparent standards and community governance. If institutionalized responsibly, AI can serve not only to generate science, but to scale its self-correction. Post image Post image

"LLM-Assisted Replication as Scientific Infrastructure", V2 of our preprint about how to use LLM to make better rather than more papers and assess the extent of the replication crisis in sociology osf.io/preprints/so...

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10 hours ago

cc @cos.io @orcid.org

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10 hours ago
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…

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).

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21 hours ago

Amid the AI influx, SocArXiV continues to be an important critical voice in/for the social sciences

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22 hours ago

At @socarxiv.bsky.social, we do not insist that papers are "academic," or destined for a scholarly journal. However, one thing our moderators do - without a full-blown review, often outside their specialty - is ask whether people who really are subject experts might be interested to read it.
/1

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2 days ago
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A not so bold proposal for the future of scientific publishing Around 15 years ago I wrote a blog post about how we could open up more of the scientific process. The particular emphasis that I had in min...

"Preprint servers are a time machine, they move everyone forward 12 months and speed up the exchange of ideas"
ht @pedrobeltrao.bsky.social www.evocellnet.com/2021/06/a-no...

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2 days ago

Phil Lewis, meet @philipncohen.com

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2 days ago
We feel the need to express our humanity in this process. We insist on making human judgments, using our perception, judgment, and experience – and will not defer to automated systems, or enter into a technological arms race to defeat the (people who run the) machines. We strive for fairness, but make no promise of an algorithmically pure policy.

SocArxiv @socarxiv.bsky.social just released an AI policy, which I had a hand in crafting.

@phillewis.bsky.social sums up the spirit of the policy well.

socopen.org/2026/03/09/s...

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3 days ago
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Chief Executive Officer - New York City, New York (US) job with arXiv | 37961678 arXiv seeks its first CEO to champion open, free scientific discovery and guide the platform’s next chapter as an independent nonprofit.

Big news from #arXiv:
jobs.chronicle.com/job/37961678...

1. It's becoming an independent #nonprofit organization.
2. It's leaving #CornellU and moving to NYC.
3. It's hiring a CEO, with a salary in the range of $300k.

#OpenAccess #Preprints #ScholComm

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3 days ago
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How AI use in scholarly publishing threatens research integrity, lessens trust, and invites misinformation Since 2023, a significant number of published scholarly papers show signs of having been edited using AI tools. These tools are also being used to review papers and search and discovery tools, in ways...

This is good. The slop tsunami is coming for scholarship at a very bad time.

One thing I would add: generating papers is the worst thing LLMs can do in the research ecosystem, where we really need fewer papers to review and publish, not more.
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3 days ago
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3 days ago

THE SWITHEROO
Hey, I have a new WP out now on @socarxiv.bsky.social !

In the paper, I study the full network of partnerships in Norway since 1967 up to today. I examine the general structure of the partnerships network, and the existence of a specific type of network: the partner switcheroo. 1/x

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3 days ago
	2025 papers
Geography	117
Anthropology	119
Psychology 	213
Communication 	256
Public Policy	337
Education 	381
Economics 	402
Political Science 	488
Sociology 	954

954 people tagged their papers Sociology on SocArXiv last year, which is great! (keeping in mind many people use tags randomly and we don't police it). But I'm just amazed at bioRxiv's rate of growth.

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4 days ago
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Report: How #bioRxiv Changed the Way #Biologists Share Ideas – In Numbers (via @nature.com)
www.nature.com/articles/d41... #scholcomm #preprints #research

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5 days ago

(FYI, SocArXiv is for all social sciences, not just sociology)

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5 days ago

Thank you for sharing!

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5 days ago
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This is collaborative work with a wonderful team: Alejandra Mizala, Alejandra Abufhele, and Luis Herskovic.

Unpaywalled version of this manuscript available at: osf.io/preprints/so...
As always, thank you @socarxiv.bsky.social

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6 days ago
Resolution on Scientific Publishing and MIT Libraries.pdf

MIT graduate student council "calls for adoption of preprints...to
accelerate communication of scientific discoveries, and restore healthy incentives" drive.google.com/file/d/1KLbj...

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6 days ago

Thank you. Allowing this use on our service is different from recommending or encouraging it. We don't have the resources to evaluate the quality of translation.

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6 days ago

And many of our submissions come from non-native English early career researchers. Allowing the use of AI for translation enables them to connect to readers they wouldn’t normally reach.

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6 days ago

I’m a translator, but also the freelance blog manager of @ecer-eera.bsky.social blog.

I understand the concern that allowing authors to use AI for translating means people like me won’t be hired. But in reality, most people who submit to the EERA blog don’t have the money to hire a professional.

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6 days ago

Interesting that the policy ends up coming down to "at least paraphrase what the AI wrote". I think there's a lot to be said for this to make sure at least one human brain paid enough attention to rewrite what the AI said. But fascinating how quickly we're having to grapple with all of this

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1 week ago
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SocArXiv releases AI policy Introducing SocArXiv’s AI policy.

We have posted our AI policy

An introduction: socopen.org/2026/03/09/s...

And the policy:
socopen.org/ai-policy/

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6 days ago
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Open Science round-up: Making preprints count - International Science Council In this issue, we feature an editorial by the International Network for Advancing Science and Policy (INASP) on how funders and policy-makers can support a faster, more equitable publishing system by ...

"Funders serious about timely, open, and equitable access to research must explicitly recognize preprint sharing as a route to Open Access compliance"

I know I'm a broken record on this but it seems so blindingly obvious... #PlanU journals.plos.org/plosbiology/...

council.science/blog/open-sc...

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6 days ago

Several people have objected to treating LLM generated language translation as acceptable. I'm interested in this, because to me this is a reasonable use case. With these tools (built into everything) I am able to read work and converse with people I would otherwise just never know.

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1 week ago

New policy from @socarxiv.bsky.social regarding reviewing and the use of AI in research.

"This policy aims to protect the epistemic commons by distinguishing research that is part of advancing social science knowledge from that which merely dilutes our work"

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1 week ago
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SocArXiv Releases #AI Policy www.infodocket.com/2026/03/08/r... #repositories #preprints #scholcomm #sociology @socarxiv.bsky.social

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1 week ago

It's not "taking work" in the vast majority of our cases, because authors who submit to our service are not in a position to hire such workers. And of course we are not "encouraging" any use of LLMs. We don't actually run the world, just trying to make a workable policy.

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1 week ago

No. Thanks for reading :)

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1 week ago
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SocArXiv releases AI policy Introducing SocArXiv’s AI policy.

We have posted our AI policy

An introduction: socopen.org/2026/03/09/s...

And the policy:
socopen.org/ai-policy/

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