The Scholarly Kitchen

What’s Hot and Cooking In Scholarly Publishing

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Archives: Metrics and Analytics

TRACE Project Launches to Advance AI interoperability

The community comes together to launch TRACE, a project to improve generative AI systems’ interoperability, verifiability and usage tracking.

  • By Todd A Carpenter
  • Oct 7, 2026
  • 7 Comments
  • Time To Read: 8 mins

Guest Post — Six Ways to Close the Attribution Loop in Publishing 

Today’s guest bloggers present a 6-part model for explaining spikes in manuscript submissions and better informing future publishing strategies.

  • By Mitja Alexander Linss, Lou Peck
  • Sep 24, 2026
  • 2 Comments
  • Time To Read: 7 mins

AI and Scholarly Reading: Foxes versus Hedgehogs

Some readers are foxes, and some are hedgehogs. What kind of reader is AI, and how will that impact both the practice of science and the business of journal publishing?

  • By David Crotty
  • Sep 23, 2026
  • 8 Comments
  • Time To Read: 5 mins

We Can Now Track AI-generated Content. It Doesn’t Solve the Real Problem.

Identifying AI content is now embedded in Claude models. It doesn’t solve the problem we have. It also creates others.

  • By Todd A Carpenter
  • Aug 31, 2026
  • 4 Comments
  • Time To Read: 10 mins

Guest Post — Self-Citation Is How Fields Grow

Today’s post provides a brief analysis of self-referencing and scholarly impact through the lens of stigmergy theory

  • By Marvin Starominski-Uehara
  • Aug 20, 2026
  • 3 Comments
  • Time To Read: 3 mins

Guest Post — AI Can Find the Article. Can It Tell Which Version It Used?

In this AI era, establishing trust and validating article versions with persistent identifiers (PIDs) is more important than ever.

  • By Patrick Hargitt, Steve Smith
  • Aug 19, 2026
  • 0 Comments
  • Time To Read: 7 mins

From Hub to Hustle: The Scattered Social Landscape in Scholarly Comms

How has the social media landscape in scholarly communications changed, according to data from the recent Pulse Check, past community surveys, and checked real, live marketers?

  • By Stephanie Lovegrove Hansen, Kara Estelle-Powers
  • Aug 4, 2026
  • 3 Comments
  • Time To Read: 7 mins

Guest Post — Beyond the Prestige: Why Scientific Impact is More Than a Numbers Game

Today’s guest post introduces the YCR-index as an alternative to measuring value with raw citation counts.

  • By Yehonatan Banino
  • Jul 1, 2026
  • 10 Comments
  • Time To Read: 6 mins

Making AI Use of Scholarly Content Traceable, Measurable, and Trustworthy: A Meeting Report from Cambridge Scholarly AI Workshop

A Cambridge workshop proposes new standard work to support provenance, attribution and metrics in scholarly communications AI tools.

  • By Todd A Carpenter, Tasha Mellins-Cohen, Monica Westin
  • Jun 25, 2026
  • 1 Comment
  • Time To Read: 6 mins

Attribution, Provenance, Reference, Citation, and AI for Research Applications – Understanding the Differences

Building robust citation and attribution into generative AI systems are foundational to usage, credit and trust. We need to expect more from AI.

  • By Todd A Carpenter
  • Jun 17, 2026
  • 3 Comments
  • Time To Read: 7 mins

Guest Post — Fixing the Leaky Metadata Pipeline: A Conversation with the Creator of Research Nexus Score

Today, guest blogger Rob Johnson speaks with the creator of Research Nexus Score, and observes that metadata quality has gone from a niche concern to a sector-wide anxiety.

  • By Rob Johnson
  • Jun 11, 2026
  • 11 Comments
  • Time To Read: 7 mins

The Rise of China’s Scholarly Publishing System Part 2: Navigating China’s Publishing Ambition — Strategic Options for International Publishers

China’s publishing ambitions create genuine competitive pressures, but they also open opportunities for collaboration and highlight challenges that neither side can address alone

  • By Ashutosh Ghildiyal, Ning Zhang, Gareth Dyke, Yanli Wang
  • Jun 4, 2026
  • 0 Comments
  • Time To Read: 7 mins

Data Reuse is the Sincerest Form of Flattery

A powerful way to quantify article quality has been hiding in plain sight. It’s time to bring data citations into the limelight.

  • By Tim Vines
  • Jun 2, 2026
  • 6 Comments
  • Time To Read: 5 mins

The User Has Changed. Has Scholarly Publishing? 

For scholarly publishers, the user has changed faster than the systems designed to serve them, and the gap between the two is where most of the difficult work is happening. 

  • By Stephanie Lovegrove Hansen
  • May 27, 2026
  • 3 Comments
  • Time To Read: 7 mins

Filter, Not Funnel: What Zero-click Means for Brand and Engagement

The threat of zero-click search makes organizational brand more important than ever and presents a huge opportunity.

  • By Stephanie Lovegrove Hansen
  • May 18, 2026
  • 5 Comments
  • Time To Read: 5 mins

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Society for Scholarly Publishing (SSP)

The mission of the Society for Scholarly Publishing (SSP) is to advance scholarly publishing and communication, and the professional development of its members through education, collaboration, and networking. SSP established The Scholarly Kitchen blog in February 2008 to keep SSP members and interested parties aware of new developments in publishing.

The Scholarly Kitchen is a moderated and independent blog. Opinions on The Scholarly Kitchen are those of the authors. They are not necessarily those held by the Society for Scholarly Publishing nor by their respective employers.

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