Metadata is one of the most important tools needed to communicate with each other about science and scholarship. It tells the story of research that travels throughout systems and subjects and even to future generations. We have metadata for organising and describing content, metadata for provenance and ownership information, and metadata is increasingly used as signals of trust.
Following our panel discussion on the same subject at the ALPSP University Press Redux conference in May 2024, in this post we explore the idea that metadata, once considered important mostly for discoverability, is now a vital element used for evidence and the integrity of the scholarly record.
For the third year in a row, Crossref hosted a roundtable on research integrity prior to the Frankfurt book fair. This year the event looked at Crossmark, our tool to display retractions and other post-publication updates to readers.
Since the start of 2024, we have been carrying out a consultation on Crossmark, gathering feedback and input from a range of members. The roundtable discussion was a chance to check and refine some of the conclusions we’ve come to, and gather more suggestions on the way forward.
https://doi.org/10.13003/ief7aibi
In our previous blog post in this series, we explained why no metadata matching strategy can return perfect results. Thankfully, however, this does not mean that it’s impossible to know anything about the quality of matching. Indeed, we can (and should!) measure how close (or far) we are from achieving perfection with our matching. Read on to learn how this can be done!
How about we start with a quiz?
We’re in year two of the Resourcing Crossref for Future Sustainability (RCFS) research. This report provides an update on progress to date, specifically on research we’ve conducted to better understand the impact of our fees and possible changes.
Crossref is in a good financial position with our current fees, which haven’t increased in 20 years. This project is seeking to future-proof our fees by:
Making fees more equitable Simplifying our complex fee schedule Rebalancing revenue sources In order to review all aspects of our fees, we’ve planned five projects to look into specific aspects of our current fees that may need to change to achieve the goals above.
We’re happy to note that this month, we are marking five years since Crossref launched its Grant Linking System. The Grant Linking System (GLS) started life as a joint community effort to create ‘grant identifiers’ and support the needs of funders in the scholarly communications infrastructure.
The system includes a funder-designed metadata schema and a unique link for each award which enables connections with millions of research outputs, better reporting on the research and outcomes of funding, and a contribution to open science infrastructure. Our first activity to highlight the moment was to host a community call last week where around 30 existing and potential funder members joined to discuss the benefits and the steps to take to participate in the Grant Linking System (GLS).
Some organisations at the forefront of adopting Crossref’s Grant Linking System presented their challenges and how they overcame them, shared the benefits they are reaping from participating, and provided some tips about their processes and workflows.
The funding organisations whose experiences were shared included Wellcome, FCT (Foundation for Science and Technology, Portugal), and NWO (Dutch Research Council). They were joined by a new group of foundations, research councils, and private research funders from around the world—from Kenya to Singapore to Estonia—to have a first introduction to the GLS and connect them with colleagues who are further along on their journey.
We also heard about tools such as a new open source Crossref plugin for the Fluxx platform, grant management systems with in-built Crossref integrations such as ProposalCentral, Europe PMC GrantFinder which was first to implement the GLS on Wellcome’s behalf and hosts their grants, and one of the first publishers, eLife to start referencing Crossref grant links in their publications both online and in the open metadata for others to retrieve.
The Crossref Grant Linking System, conceptualised in 2017, and launched in 2019, captures and helps clarify funding relationships for scholarly outputs. Thanks to interconnectedness with the 160 million metadata records collected and curated by Crossref members, it enables funders as well as scholars to track and analyse funding patterns and evaluate programmes, and it supports assertions about the integrity of scholarly records.
Features of the GLS
Globally unique persistent link and identifier for each grant
Connected with 160 million published outputs
Funder-designed metadata schema, including project, investigator, value, and award-type information
Open search and API for all to discover funding outcomes; all metadata is distributed openly to thousands of tools and services
Crossref-hosted landing pages
A global community of ~50 funder advisors and 35+ funders already in the Grant Linking System
Membership of Crossref; influence the foundational infrastructure powering open research
The last five years has seen the GLS grow through membership, metadata, and community contributions.
The momentum for this programme is building - as illustrated by increasing numbers of metadata records (and related relationships we’re seeing). The 35 funder members represent over 100 funding programmes and have created 125,000 grant records already.
During last week’s call, it was helpful to hear from the community what they see as key benefits of the Crossref Grant Linking System:
Meaningfully delivering on and supporting Open Science policies and mandates, and contributing ‘their bit’ to the transparency of the evidence trail in the scholarly ecosystem.
Reporting and evaluating the funding programmes, essential for the public funders who need to demonstrate the value for money in allocating their funds and other support.
Supporting a more holistic assessment of scholarship and scholars, especially as and when metadata becomes included with a full array of outputs, not limited to books and articles.
How the Crossref Grant Linking System supports Open Science policy
Since 2020, all the grant records are openly available through our REST API which is queried more than 1.8 billion times every month so these metadata records are distributed to thousands of systems across the research enteprise. In a 2022 blog, Ed Pentz and Ginny Hendricks laid out guidelines for research funders to meet open science guidelines using existing open infrastructure such as Crossref, ORCID, and ROR. Syman Stevens, a grantmaking and private philanthropy consultant, highlighted on the call that the funders he works with are increasingly interested in ways to deliver on their open science policy and that participation in the GLS is a tangible thing they can do to meet this goal.
As part of its open science policy, NWO will start participating in the Crossref Grant Linking System from July 2025. Research funders are a part of the scholarly communications system; we not only provide the funding to do the actual research but can also be the authoritative source of data about the projects we have funded and the outputs arising from that funding. Increasingly, all these elements – grants, researchers, outputs - are linked with metadata and unique identifiers to ensure that research is findable and accessible.
– Hans de Jonge, Director of Open Science NL, part of the Dutch Research Council (NWO)
How funders leverage the Grant Linking System in their reporting and assessment
Looking back to the origins of the system, it’s important to recognise the work of the initial working groups. Through their contribution, funders helped design the initial metadata schema for grants as well as establish the governance and fees for this service, and our Advisory Group continues to inform further developments. In this way, the Grant Linking System enables the needs and wishes of funders to contribute and see their data as part of the wider ecosystem.
An excellent example of that synergy in action is the use case presented by Cátia Laranjeira, manager of the PTCRIS programme at the Foundation for Science and Technology, Portugal (FCT). PTCRIS is the Foundation’s integrated national information ecosystem that supports scientific activity management. Cátia reflected on the relative fragmentation of spaces where the scientific outputs are found, and PTCRIS’s ambition for aggregating metadata in one place to be able to trace and evaluate programmes in light of the related outputs. At the start of the programme, they identified lack of a persistent identifier for grants as a major shortcoming of the system. Crossref GLS naturally fits in with their goals.
The initiative by FCT to assign unique DOIs to national public funding through Crossref is a game-changer for open science, linking funding directly to scientific outcomes and boosting transparency. Join us in this effort—let’s make every grant count and ensure open access to research information!"
– Cátia Laranjeira, PTCRIS Program Manager at Fundacao para a Ciencia e a Tecnologis (FCT Portugal)
FCT initially piloted a small subset of their grants (approximately 6,000 recent awards) at the end of 2023. Cátia pointed to researchers’ keen participation in this programme as one of its successes – and thanks to the word of mouth, FCT has already been approached by researchers requesting unique Crossref links for their grants! This appetite for grant IDs will soon be more fully satisfied, as FCT is readying to register all of their grants with Crossref, to enable further insights into funding and outcome flows, supporting them in demonstrating the value for money for the public resources they manage. Via interfaces for grant management and standardised online CVs, the system is also enabling researchers to use the system in their own future reporting and career development.
In the ensuing discussion, Rachel Bruce of UKRI mentioned that she’s hopeful that GLS will help funders ‘close the loop’ on more holistic reward and recognition, allowing for inclusion of evidence for a broader set of outputs in those processes.
How the community is working to integrate open infrastructure
Melissa Harrison, Team Leader at EMBL-EBI, manages Europe PMC and a complementary data science team, who were part of the initial FREYA project – supporting infrastructure delivery for unique identifiers for grants. The team has been adding grant records to Crossref on Wellcome’s behalf since 2019. Melissa highlighted the shortcomings of internal award numbers, which don’t tend to be understood outside of the ecosystem where they are produced (that is the funder’s administrative system), are almost certainly not unique, and don’t resolve to or connect with anything in the wider ecosystem. Therefore internal award numbers can’t signify relationships with other outputs or assets in the wider world. By contrast, Crossref’s Grant IDs are unique, persistent, resolvable, and interrelated with other Crossref metadata, whilst being retrievable for other systems to link to too.
Persistent identifiers for grants was the next logical step after identifiers for funders - open metadata registered with a PID in a central service like Crossref is invaluable to build the full picture of the research enterprise.
– Melissa Harrison, Team Leader, Literature Services at EMBL-EBI)
Ease of execution is important for scaling the Grant Linking System, and enabling its use in a diverse set of circumstances in the open science ecosystem. Altum was the trailblazer, first integrating its grant management platform Proposal Central with GLS. It was good to hear that others are now joining the integration efforts. Syman Stevens talked about the recent work initiated by Joe McArthur at OA Works, to develop a simple, open-source plug-in for any of the major grant management systems, to enable funders to deposit their grant metadata with Crossref GLS with a click of the button. Syman demonstrated the resulting interface in Fluxx, that allows for creating a record and sending grant metadata to Crossref as part of the regular grant management within the platform. He pointed out that, while this integration was developed for Fluxx, all code and documentation is openly available on GitHub and this can potentially be forked or adapted as necessary for reuse in other grant management systems.
It is heartening that others in the community are seeing such a need for this that they’re funding and creating their own tools to advance participation and use of the GLS.
Finally, Fred Atherden, Head of Production Operations at eLife, presented how they include Crossref grant identifiers in publication metadata for the version of record of the works published on their platform. eLife is the first publisher to fully integrate Crossref grant identifiers both within the article display and in the metadata. Fred shared that in addition to collecting the data from the authors, eLife also attempts matching, albeit using very restrictive methodology, to enable more grant metadata in their publication records. They recognise that so far there are very few publishers including persistent links for grants in this way, and talked about plans to start collecting and including this data further upstream, and including them in the future for reviewed preprints.
Acknowledgements and how to participate in the GLS
Reflecting on the last five years, thanks must go to the >35 funders who are already participating (see logo mashup below), to our current volunteers and to those partners working to promote and make use of the Grant Linking System. We also acknowledge that the GLS would not have been possible without the Crossref board members at the time, our staff including alumni Josh Brown, Jennifer Kemp, Rachael Lammey, and Geoffrey Bilder, or without the early dedicated time and input from the following people and organisations on our working groups for governance and fees, and for metadata modelling:
Yasushi Ogasaka and Ritsuko Nakajima, Japan Science & Technology Agency
Neil Thakur and Brian Haugen, US National Institutes of Health
Jo McEntyre and Michael Parkin, Europe PMC
Robert Kiley and Nina Frentop, Wellcome
Alexis-Michel Mugabushaka and Diego Chialva, European Research Council
Lance Vowell and Carly Robinson, OSTI/US Dept of Energy
Ashley Moore and Kevin Dolby, UKRI (Research Councils UK / Medical Research Council)
Salvo da Rosa, Children’s Tumor Foundation
Trisha Cruse, DataCite
To learn more about the Crossref Grant Linking System, the best place to start is our service page. And for the next step, please reach out to us for a conversation about any questions specific to your organisation and any questions that may need to be addressed in order to enable your full participation.
Grant DOIs enhance the discovery and accessibility of funded project information and are one of the important links in a connected research ecosystem. I’m grateful and proud to contribute to the robustness and interconnectedness of the research infrastructure. Few funders are currently participating in the Crossref Grant Linking System, and I encourage others to consider doing so. This adoption follows the “network effect,” where the value and utility increase as more people participate, encouraging even wider adoption.
– Kristin Eldon Whylly, Senior Grants Manager and Change Management Lead at Templeton World Charity Fund (TWCF)
You can email me via feedback@crossref.org or set up a call with me when it suits you (you can overlay your own calendar using the toggle at the top right). We look forward to welcoming even more funders and to see those relationships in the open science infrastructure grow even further in the coming years.