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how AI is currently used, what fails in practice, and what it would take to make AI-enabled capabilities supportable as part of facility cyberinfrastructure. The workshop included facility case studies, tool-focused discussions, and an interactive session focused on adoption and trust. This report synthesizes these discussions into cross-cutting themes, day-by-day highlights, and operating guidance intended to help facility leaders and program managers make well-grounded decisions.\n\nThe workshop covered a range of facility workflows, including user and staff support over institutional documentation (Rubin, NEON); real-time data processing pipelines with embedded ML components (Rubin active optics system (AOS) and alert processing, CMS triggers and reconstruction); metadata and provenance generation as part of data acquisition (MagLab, CHESS); QA/QC and anomaly detection (OOI, NEON); data discovery and semantic search across heterogeneous holdings (DesignSafe/NHERI); and code assistance for development and analysis tasks (IceCube, multiple facilities). The workshop also addressed cross-cutting concerns, including security for retrieval-augmented systems (Trusted CI), adoption and human factors (Day 3 interactive session), and the gap between working prototypes and supported services.\n\nThree overarching messages emerged from these discussions.\n\nFirst, facilities should treat AI adoption as a service-management problem, not a tool selection exercise. The primary challenge is not getting a prototype to work once. The challenge lies in operating a capability over time with clear boundaries, traceability, and a defensible review posture.\n\nSecond, the limiting factors are often “below the model.” Machine-actionable metadata, provenance, documentation stewardship, and governance boundaries determine whether AI-enabled workflows are safe and repeatable. Where these foundations are weak, AI tends to amplify confusion: it can produce plausible outputs that are difficult to verify, and it can encourage informal use that outpaces policy and security controls.\n\nThird, human factors are not secondary to AI adoption. Adoption is constrained by incentives, perceived risk, and validation capacity. As tools become more capable and more autonomous (i.e., able to chain multiple steps, retrieve information, and take actions without human intervention at each step), staff and users need better ways to keep track of what the system did, what evidence it used, and what is in scope for automation.\n\n "},{"descriptionType":"Other","description":"This project is supported by the U.S. National Science Foundation Office of Advanced Cyberinfrastructure in the Directorate for Computer Information Science under Grant #2127548.","lang":"eng"}],"geoLocations":[],"fundingReferences":[{"funderIdentifierType":"Crossref Funder ID","funderName":"U.S. National Science Foundation","funderIdentifier":"10.13039/100000001","awardTitle":"CI CoE: CI Compass: An NSF Cyberinfrastructure (CI) Center of Excellence for Navigating the Major Facilities Data 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discuss how AI is currently used, what fails in practice, and what it would take to make AI-enabled capabilities supportable as part of facility cyberinfrastructure. The workshop included facility case studies, tool-focused discussions, and an interactive session focused on adoption and trust. This report synthesizes these discussions into cross-cutting themes, day-by-day highlights, and operating guidance intended to help facility leaders and program managers make well-grounded decisions.\n\nThe workshop covered a range of facility workflows, including user and staff support over institutional documentation (Rubin, NEON); real-time data processing pipelines with embedded ML components (Rubin active optics system (AOS) and alert processing, CMS triggers and reconstruction); metadata and provenance generation as part of data acquisition (MagLab, CHESS); QA/QC and anomaly detection (OOI, NEON); data discovery and semantic search across heterogeneous holdings (DesignSafe/NHERI); and code assistance for development and analysis tasks (IceCube, multiple facilities). The workshop also addressed cross-cutting concerns, including security for retrieval-augmented systems (Trusted CI), adoption and human factors (Day 3 interactive session), and the gap between working prototypes and supported services.\n\nThree overarching messages emerged from these discussions.\n\nFirst, facilities should treat AI adoption as a service-management problem, not a tool selection exercise. The primary challenge is not getting a prototype to work once. The challenge lies in operating a capability over time with clear boundaries, traceability, and a defensible review posture.\n\nSecond, the limiting factors are often “below the model.” Machine-actionable metadata, provenance, documentation stewardship, and governance boundaries determine whether AI-enabled workflows are safe and repeatable. Where these foundations are weak, AI tends to amplify confusion: it can produce plausible outputs that are difficult to verify, and it can encourage informal use that outpaces policy and security controls.\n\nThird, human factors are not secondary to AI adoption. Adoption is constrained by incentives, perceived risk, and validation capacity. As tools become more capable and more autonomous (i.e., able to chain multiple steps, retrieve information, and take actions without human intervention at each step), staff and users need better ways to keep track of what the system did, what evidence it used, and what is in scope for automation.\n\n "},{"descriptionType":"Other","description":"This project is supported by the U.S. National Science Foundation Office of Advanced Cyberinfrastructure in the Directorate for Computer Information Science under Grant #2127548.","lang":"eng"}],"geoLocations":[],"fundingReferences":[{"funderIdentifierType":"Crossref Funder ID","funderName":"U.S. National Science Foundation","funderIdentifier":"10.13039/100000001","awardTitle":"CI CoE: CI Compass: An NSF Cyberinfrastructure (CI) Center of Excellence for Navigating the Major Facilities Data 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Im Ergebnis zeigt sich, dass der Fokus der untersuchten Repositorien schwerpunktmäßig auf der Auffindbarkeit der mit Metadaten beschriebenen Ressourcen liegt und im Gesamtdurchschnitt über die Metadaten-Pflichtfelder hinaus nur wenige weitere Metadaten angegeben werden. Insbesondere mit Blick auf eine angestrebte bessere Nachnutzbarkeit sowie eine stärkere Verknüpfung mit anderen in Beziehung stehenden persistenten Identifikatoren wie ORCID, ROR ID oder DOI-zu-DOI-Beziehungen mit zitierten oder zitierenden Ressourcen, bestehen noch ungenutzte Potenziale, die im Sinne einer offenen, zukunftsweisenden Wissenschaft erschlossen werden sollten. Dahingegen zeigt unsere Analyse auch einzelne Repositorien mit umfangreichen Metadaten als Best-Practice-Beispiele auf, an denen sich andere Repositorien orientieren können. 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This paper outlines some ideas for approaches to integrated metadata evaliation and improvement."}],"geoLocations":[],"fundingReferences":[],"url":"https://figshare.com/articles/journal_contribution/Metadata_Evaluation_and_Improvement/1133879","contentUrl":null,"metadataVersion":2,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2014-08-09T20:58:19Z","registered":"2014-08-09T20:58:21Z","published":null,"updated":"2026-03-25T06:44:21Z"},"relationships":{"client":{"data":{"id":"figshare.ars","type":"clients"}}}},{"id":"10.6084/m9.figshare.1112485","type":"dois","attributes":{"doi":"10.6084/m9.figshare.1112485","identifiers":[],"creators":[{"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-3585-6733"}],"affiliation":[]},{"givenName":"Andrew","familyName":"Collette","name":"Collette, Andrew","affiliation":[],"nameIdentifiers":[]},{"givenName":"Steve","familyName":"Vincena","name":"Vincena, Steve","affiliation":[],"nameIdentifiers":[]},{"givenName":"Jay","familyName":"Jay Billings","name":"Jay Billings, Jay","affiliation":[],"nameIdentifiers":[]},{"givenName":"Matt","familyName":"Gerring","name":"Gerring, Matt","affiliation":[],"nameIdentifiers":[]},{"givenName":"Konrad","familyName":"Hinsen","name":"Hinsen, Konrad","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-0330-9428"}],"affiliation":[]},{"givenName":"Werner","familyName":"Benger","name":"Benger, Werner","affiliation":[],"nameIdentifiers":[]},{"givenName":"Filipe","familyName":"RNC Maia","name":"RNC Maia, Filipe","affiliation":[],"nameIdentifiers":[]},{"givenName":"Suren","familyName":"Byna","name":"Byna, Suren","affiliation":[],"nameIdentifiers":[]},{"givenName":"Pierre","familyName":"de Buyl","name":"de Buyl, Pierre","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"The Hierarchical Data Format (HDF): A Foundation for Sustainable Data and Software"}],"publisher":{"name":"figshare"},"container":{},"publicationYear":2014,"subjects":[{"classificationCode":"460999","schemeUri":"http://www.abs.gov.au/ausstats/abs@.nsf/0/6BB427AB9696C225CA2574180004463E","subject":"Information systems not elsewhere classified","subjectScheme":"ANZSRC Fields of Research"},{"classificationCode":"461299","schemeUri":"http://www.abs.gov.au/ausstats/abs@.nsf/0/6BB427AB9696C225CA2574180004463E","subject":"Software engineering not elsewhere classified","subjectScheme":"ANZSRC Fields of Research"},{"classificationCode":"460503","schemeUri":"http://www.abs.gov.au/ausstats/abs@.nsf/0/6BB427AB9696C225CA2574180004463E","subject":"Data models, storage and indexing","subjectScheme":"ANZSRC Fields of Research"}],"contributors":[],"dates":[{"date":"2014-09-29","dateType":"Created"},{"date":"2016-01-19","dateType":"Updated"},{"date":"2014-09-29","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"ScholarlyArticle","resourceTypeGeneral":"JournalArticle","citeproc":"article-journal","bibtex":"article","ris":"JOUR","resourceType":"Journal contribution"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["0 Bytes"],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"When combined with community specific conventions and application-specific semantics, the Hierarchical Data Format (HDF) provides a robust and reliable foundation that many scientific communities rely on for interoperability and high-performance storage of metadata and data. This foundation addresses many technical obstacles related to sustainable data and software, critical steps towards sustainable science. Building on successes across the communities that are using, or could use, HDF5 successfully, requires significant community engagement and development efforts that are outside of the scope of traditional software development projects in research and non-profit organizations like The HDF Group. Identifying individuals and organizations that are already doing the right things and bringing them together to share best practices for funding and executing these activities is an important step towards our shared goal of sustainable science."}],"geoLocations":[],"fundingReferences":[],"url":"https://figshare.com/articles/journal_contribution/The_Hierarchical_Data_Format_HDF_A_Foundation_for_Sustainable_Data_and_Software/1112485","contentUrl":null,"metadataVersion":2,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2014-07-21T21:27:04Z","registered":"2014-07-21T21:27:05Z","published":null,"updated":"2026-03-25T06:36:03Z"},"relationships":{"client":{"data":{"id":"figshare.ars","type":"clients"}}}},{"id":"10.5061/dryad.nzs7h44xr","type":"dois","attributes":{"doi":"10.5061/dryad.nzs7h44xr","identifiers":[],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","schemeUri":"https://ror.org","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-3585-6733"}]}],"titles":[{"title":"Data for: Sustainable connectivity in a community repository"}],"publisher":{"publisherIdentifierScheme":"ROR","schemeUri":"https://ror.org/","name":"Dryad","publisherIdentifier":"https://ror.org/00x6h5n95"},"container":{},"publicationYear":2023,"subjects":[{"schemeUri":"https://web-archive.oecd.org/2012-06-15/138575-38235147.pdf","subject":"FOS: Computer and information sciences","subjectScheme":"fos"},{"schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subject":"FOS: Computer and information sciences","subjectScheme":"Fields of Science and Technology (FOS)"},{"schemeUri":"https://github.com/PLOS/plos-thesaurus","subject":"Metadata","subjectScheme":"PLOS Subject Area Thesaurus"},{"subject":"PID"},{"subject":"DOI"},{"subject":"ROR"},{"subject":"ORCID"},{"subject":"Funder Identifier"},{"subject":"connectivity"},{"subject":"Dryad"},{"subject":"re-curation"}],"contributors":[],"dates":[{"date":"2023-11-10T21:14:57Z","dateType":"Created"},{"date":"2023-11-10T21:15:50Z","dateType":"Submitted"},{"date":"2023-12-07T00:00:00Z","dateType":"Issued"},{"date":"2023-12-07T00:00:00Z","dateType":"Available"}],"language":"en","types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":"dataset"},"relatedIdentifiers":[{"relationType":"IsCitedBy","relatedIdentifier":"10.1162/dint_a_00252","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":["339163392 bytes"],"formats":[],"version":"3","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Zero v1.0 Universal","rightsIdentifier":"cc0-1.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Identifiers of many kinds are the key to creating unambiguous and\n persistent connections between research objects and other items in the\n global research infrastructure (GRI). Many repositories are implementing\n mechanisms to collect and integrate these identifiers into their\n submission and record curation processes. This bodes well for a\n well-connected future, but many existing resources submitted in the past\n are missing these identifiers, thus missing the connections required for\n inclusion in the connected infrastructure. Re-curation of these metadata\n is required to make these connections. The Dryad Data Repository has\n existed since 2008 and has successfully re-curated the repository metadata\n several times, adding identifiers for research organizations, funders, and\n researchers. Understanding and quantifying these successes depends on\n measuring repository and identifier connectivity. Metrics are described\n and applied to the entire repository here. Identifiers for papers (DOIs)\n connected to datasets in Dryad have long been a critical part of the Dryad\n metadata creation and curation processes. Since 2019, the % of datasets\n with connected papers has decreased from 100% to less than 40%. This\n decrease has significant ramifications for the re-curation efforts\n described above as connected papers are an important source of metadata.\n In addition, missing connections to papers make understanding and re-using\n datasets more difficult. Connections between datasets and papers are many\n times difficult to make because of time lags between submission and\n publication, lack of clear mechanisms for citing datasets and other\n research objects from papers, changing focus of researchers, and other\n obstacles. The Dryad community of members, i.e. users, research\n institutions, publishers, and funders have vested interests in identifying\n these connections and critical roles in the curation and re-curation\n efforts. Their engagement will be critical in building on the successes\n Dryad has already achieved and ensuring sustainable connectivity in the\n future."},{"descriptionType":"Methods","description":"These data are Dryad metadata retrieved from\n https://datadryad.org and translated into csv files. There are two\n datasets:  \u003cbr\u003e1.\u003cstrong\u003e DryadJournalDataset\n \u003c/strong\u003ewas retrieved from Dryad using the ISSNs in the file\n DryadJournalDataset\\_ISSNs.txt, although some had no data.  \u003cbr\u003e2.\n \u003cstrong\u003eDryadOrganizationDataset\u003c/strong\u003e was retrieved from\n Dryad using the RORs in the file DryadOrganizationDataset\\_RORs.txt,\n although some had no data. Each dataset includes four\n types of metadata: identifiers, funders, keywords, and related works, each\n in a separate comma (.csv) or tab (.tsv) delimited files. There are also\n Microsoft Excel files (.xlsx) for the identifier metadata and connectivity\n summaries for each dataset (*.html). The connectivity summaries include\n summaries of each parameter in all four data files with definitions,\n counts, unique counts, most frequent values, and completeness.\n These data formed the basis for an analysis of the connectivity\n of the Dryad repository for organizations, funders, and people."},{"descriptionType":"TechnicalInfo","description":"# Data For: Sustainable Connectivity in a Community Repository ## GENERAL\n INFORMATION This readme.txt file was generated on 30231110 by Ted\n Habermann ### Title of Dataset Data For: Sustainable Connectivity in a\n Community Repository ### Author Information Principal Investigator Contact\n Information Name: Ted Habermann (0000-0003-3585-6733) Institution:\n Metadata Game Changers () Email:\n ORCID: 0000-0003-3585-6733 ### Date\n published or finalized for release: November 10, 2023 ## Date of data\n collection (single date, range, approximate date) May and June 2023 ###\n Information about funding sources that supported the collection of the\n data: National Science Foundation (Crossref Funder ID: 100000001) Award\n 2134956. ### Overview of the data (abstract): These data are Dryad\n metadata retrieved from and translated into\n csv files. There are two datasets: 1. **DryadJournalDataset** was\n retrieved from Dryad using the ISSNs in the file\n DryadJournalDataset_ISSNs.txt, although some had no data. 2.\n **DryadOrganizationDataset** was retrieved from Dryad using the RORs in\n the file DryadOrganizationDataset_RORs.txt, although some had no data.\n Each dataset includes four types of metadata: identifiers, funders,\n keywords, and related works, each in a separate comma (.csv) or tab (.tsv)\n delimited files. There are also Microsoft Excel files (.xlsx) for the\n identifier metadata and connectivity summaries for each dataset (*.html).\n The connectivity summaries include summaries of each parameter in all four\n data files with definitions, counts, unique counts, most frequent values,\n and completeness. These data formed the basis for an analysis of the\n connectivity of the Dryad repository for organizations, funders, and\n people. | Size | FileName | | --------: |\n :--------------------------------------------------------- | | 90541505 |\n DryadJournalDataset\\_Identifiers\\_\\_20230520\\_12.csv | | 9017051 |\n DryadJournalDataset\\_funders\\_\\_20230520\\_12.tsv | | 29108477 |\n DryadJournalDataset\\_keywords\\_\\_20230520\\_12.tsv | | 8833842 |\n DryadJournalDataset\\_relatedWorks\\_\\_20230520\\_12.tsv | | | | | 18260935 |\n DryadOrganizationDataset\\_funders\\_\\_20230601\\_12.tsv | | 240128730 |\n DryadOrganizationDataset\\_identifiers\\_\\_20230601\\_12.tsv | | 39600659 |\n DryadOrganizationDataset\\_keywords\\_\\_20230601\\_12.tsv | | 11520475 |\n DryadOrganizationDataset\\_relatedWorks\\_\\_20230601\\_12.tsv | | | | |\n 40726143 | DryadJournalDataset\\_identifiers\\_\\_20230520\\_12.xlsx | |\n 81894301 | DryadOrganizationDataset\\_identifiers\\_\\_20230601\\_12.xlsx | |\n | | | 842827 | DryadJournalDataset\\_ConnectivitySummary.html | | 387551 |\n DryadOrganizationDataset\\_ConnectivitySummary.html | ### Field Definitions\n ## SHARING/ACCESS INFORMATION ### Licenses/restrictions placed on the\n data: Creative Commons Public Domain License (CC0) ### Links to\n publications that cite or use the data: TBD ### Was data derived from\n another source? No ## DATA \u0026amp; FILE OVERVIEW ### File List A.\n *Dataset_identifiers__YYYYMMDD_HH.*sv: Short description: Identifier\n metadata from Dryad for Dataset collected at YYYYMMDD_HH using the Dryad\n API. B. *Dataset_funders__YYYYMMDD_HH.*sv: Short description: Funder\n metadata from Dryad for Dataset collected at YYYYMMDD_HH using the Dryad\n API. C. *Dataset_keywords__YYYYMMDD_HH.*sv: Short description: Keyword\n metadata from Dryad for Dataset collected at YYYYMMDD_HH using the Dryad\n API. D. *Dataset_relatedWorks__YYYYMMDD_HH.*sv: Short description: Related\n work metadata from Dryad for Dataset collected at YYYYMMDD_HH using the\n Dryad API. E. *Dataset_identifiers__YYYYMMDD_HH.xlsx: Short description:\n Excel spreadsheet with identifier metadata from Dryad for Dataset\n collected at YYYYMMDD_HH using the Dryad API. F.\n *Dataset_ConnectivitySummary.html: Short description: Connectivity summary\n for Dataset. G. summarizeConnectivity.ipynb Short description: Python\n notebook with code for creating connectivity summaries and plots. ###\n Relationship between files: All files with the same dataset name make up a\n dataset. The .*sv are original metadata extracted from Dryad. ##\n METHODOLOGICAL INFORMATION ### Description of methods used for\n collection/generation of data: Most of the analysis is simply extracting\n and comparing counts of various metadata elements. ## DATA-SPECIFIC\n INFORMATION See connectivity summaries (*ConnectivitySummary.html) for a\n list of parameters in each file and summaries of their values. ###\n Identifier Metadata The identifier metadata datasets include the following\n fields: | Field | Definition | | :------------------------------- |\n :--------------------------------------------------------------------------------------------------- | | DOI | Digital object identifier for the dataset | | title | Title for the dataset | | datePublished | Date dataset published | | relatedPublicationISSN | International Standard Serial Number for journal with related publication | | primary\\_article | Digital object identifier for primary article | | primary\\_article\\_type | relation type for primary article \\[primary\\_article, article] | | primary\\_article\\_source | Source of primary article (metadata for primary articles from Dryad metadata) | | primary\\_article\\_timestamp | Date and hour of primary article identification (typically metadata retrieval) format:YYYYMMDD\\_HH | | partyName | Author name | | contributorType | Author role from DataCite (creator or contributor) | | partyIdentifier | Author identifier | | partyIdentifierType | Type of author identifier (typically ORCID) | | partyIdentifier\\_source | Source of author identifier (metadata) | | partyIdentifier\\_timestamp | Date and hour of primary article identification (typically metadata retrieval) format:YYYYMMDD\\_HH | | organization | Author affiliation | | affiliation\\_source | Source of author affiliation | | affiliation\\_timestamp | Date and hour of affiliation identification (typically metadata retrieval) format:YYYYMMDD\\_HH | | affiliationIdentifier | Identifier for affiliation | | affiliationIdentifierType | Type of organizational identifier (typically ROR) | | affiliationIdentifier\\_source | Source of organizational identifier (typically metadata) | | affiliationIdentifier\\_timestamp | Date and hour of affiliation identifier retrieval (typically metadata retrieval) format:YYYYMMDD\\_HH | ### Funder Metadata The funder metadata datasets include the following fields: | Field | Definition | | :--------------------- | :---------------------------------------------------------------------------------------- | | DOI | Digital object identifier for the dataset | | datePublished | Date dataset published | | relatedPublicationISSN | International Standard Serial Number for journal with related publication | | organization | Funder name | | identifier | Funder identifier | | identifierType | Funder identifier type (typically Crossref Funder ID) | | awardNumber | Funder award number | | funders\\_source | Source of funder metadata (metadata if from Dryad) | | funders\\_timestamp | Date and hour of funder identification (typically metadata retrieval) format:YYYYMMDD\\_HH | ### Keyword Metadata The keyword metadata datasets include the following fields: | Field | Definition | | :--------------------- | :----------------------------------------------------------------------------------------- | | DOI | Digital object identifier for the dataset | | datePublished | Date dataset published | | relatedPublicationISSN | International Standard Serial Number for journal with related publication | | keyword | Subject keyword | | keywords\\_source | Source of funder metadata (metadata if from Dryad) | | keywords\\_timestamp | Date and hour of keyword identification (typically metadata retrieval) format:YYYYMMDD\\_HH | ### Related Work Metadata The related metadata datasets include the following fields: | Field | Definition | | :---------------------- | :--------------------------------------------------------------------------------------------- | | DOI | Digital object identifier for the dataset | | datePublished | Date dataset published | | relatedPublicationISSN | International Standard Serial Number for journal with related publication | | relationship | The type of the relation between the dataset and the related work. | | identifier | The identifier of the related work. | | identifierType | Related identifier type (typically DOI) | | relatedWorks\\_source | Source of related work metadata (metadata if from Dryad) | | relatedWorks\\_timestamp | Date and hour of relatedWork identification (typically metadata retrieval) format:YYYYMMDD\\_HH |"}],"geoLocations":[],"fundingReferences":[{"funderIdentifierType":"ROR","funderName":"National Science Foundation","funderIdentifier":"https://ror.org/021nxhr62","schemeUri":"https://ror.org","awardNumber":"2134956"}],"url":"https://datadryad.org/dataset/doi:10.5061/dryad.nzs7h44xr","contentUrl":null,"metadataVersion":5,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":55,"downloadCount":4,"referenceCount":1,"citationCount":1,"partCount":0,"partOfCount":1,"versionCount":0,"versionOfCount":0,"created":"2023-12-07T22:36:00Z","registered":"2023-12-07T22:36:01Z","published":null,"updated":"2026-01-28T17:16:00Z"},"relationships":{"client":{"data":{"id":"dryad.dryad","type":"clients"}}}},{"id":"10.5281/zenodo.15548476","type":"dois","attributes":{"doi":"10.5281/zenodo.15548476","identifiers":[],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]},{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Erin","familyName":"Robinson","name":"Robinson, Erin","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0001-9998-0114"}]}],"titles":[{"title":"Metadata Completeness for Four FAIR Use Cases for all DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2026,"subjects":[{"subject":"FAIR Principles"},{"subject":"DataCite"},{"subject":"Metadata"},{"subject":"metadata completeness"},{"subject":"metadata metrics"}],"contributors":[],"dates":[{"date":"2026-01-09","dateType":"Issued"},{"date":"2026-01","dateType":"Collected","dateInformation":"Data collection date"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.5438/2chg-b074","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/kanrj-qt678","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/ryh7v-rmy52","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/v6enq-99z90","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/prqvd-2f082","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.15548477","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.15627161","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.18202119","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"3.0","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution Non Commercial Share Alike 4.0 International","rightsIdentifier":"cc-by-nc-sa-4.0"},{"rightsUri":"http://rightsstatements.org/vocab/InC/1.0/","rights":"Copyright 2026 Metadata Game Changers"}],"descriptions":[{"descriptionType":"Abstract","description":"FAIR Principle R1 recommends that \"metadata are richly described with a plurality of accurate and relevant attributes\", but the specifics of the metadata elements are left up to the community. Several years ago we proposed sets of DataCite metadata attributes that could be used to support several FAIR Use Cases and described how measuring completeness of those attributes could provide quantitative metrics that could be used to measure metadata FAIRness and track improvements through time. These ideas have been described and demonstrated in many contexts (see related identifiers).\n\nThe current implementation includes four FAIR Use Cases: FAIR Text, FAIR Identifiers, FAIR Connections, and FAIR Contacts that contain 63 DataCite metadata elements. During May 2025 we calculated completeness for these use cases for 3066 DataCite repositories. This dataset is the result of that effort. It includes repository ids, number of records, completeness (% of records) for each use case and the total completeness.\n\nThis version adds provider and consortium identifiers to the dataset to support repository grouping and completeness totals from May to compare to the totals during January 2026."}],"geoLocations":[],"fundingReferences":[{"funderIdentifierType":"Crossref Funder ID","funderName":"U.S. National Science Foundation","funderIdentifier":"10.13039/100000001","awardTitle":"Beyond Data Discovery: Shared Services for Community Metadata Improvement","awardNumber":"1443062"}],"url":"https://zenodo.org/doi/10.5281/zenodo.15548476","contentUrl":null,"metadataVersion":2,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":3,"versionOfCount":0,"created":"2025-05-29T20:33:23Z","registered":"2025-05-29T20:33:23Z","published":null,"updated":"2026-01-09T20:26:05Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.18202119","type":"dois","attributes":{"doi":"10.5281/zenodo.18202119","identifiers":[{"identifier":"oai:zenodo.org:18202119","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]},{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Erin","familyName":"Robinson","name":"Robinson, Erin","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0001-9998-0114"}]}],"titles":[{"title":"Metadata Completeness for Four FAIR Use Cases for all DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2026,"subjects":[{"subject":"FAIR Principles"},{"subject":"DataCite"},{"subject":"Metadata"},{"subject":"metadata completeness"},{"subject":"metadata metrics"}],"contributors":[],"dates":[{"date":"2026-01-09","dateType":"Issued"},{"date":"2026-01","dateType":"Collected","dateInformation":"Data collection date"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.5438/2chg-b074","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/kanrj-qt678","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/ryh7v-rmy52","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/v6enq-99z90","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/prqvd-2f082","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.15548476","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"3.0","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution Non Commercial Share Alike 4.0 International","rightsIdentifier":"cc-by-nc-sa-4.0"},{"rightsUri":"http://rightsstatements.org/vocab/InC/1.0/","rights":"Copyright 2026 Metadata Game Changers"}],"descriptions":[{"descriptionType":"Abstract","description":"FAIR Principle R1 recommends that \"metadata are richly described with a plurality of accurate and relevant attributes\", but the specifics of the metadata elements are left up to the community. Several years ago we proposed sets of DataCite metadata attributes that could be used to support several FAIR Use Cases and described how measuring completeness of those attributes could provide quantitative metrics that could be used to measure metadata FAIRness and track improvements through time. These ideas have been described and demonstrated in many contexts (see related identifiers).\n\nThe current implementation includes four FAIR Use Cases: FAIR Text, FAIR Identifiers, FAIR Connections, and FAIR Contacts that contain 63 DataCite metadata elements. During May 2025 we calculated completeness for these use cases for 3066 DataCite repositories. This dataset is the result of that effort. 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The workshop focused on the crucial initial step of the data lifecycle for the NSF Major and Mid-scale Facilities - the step involving data acquisition and capture from scientific instrument(s). Speakers from a diverse range of facilities presented their unique challenges, best practices, and innovative solutions, which were then analyzed to identify common trends and future directions. This executive summary encapsulates the key insights and findings from the invited talks and subsequent discussions at the virtual workshop. \n\nThe presentations at the workshop emphasized the immense data volumes and velocity of the data coming off the different kinds of instruments, and described the challenges and evolving best practices of managing petabyte-scale scientific data. Most of the scientific facilities represented at the workshop, e.g. the NSF/DOE Vera C. Rubin Observatory [2], NSF NEON [3], NSF NSO [4], NSF OOI [5], NSF LIGO [6], and NSF EarthScope [7], are generating and managing petabytes of data, with daily ingest rates often exceeding terabytes and billions of data points. The User Facilities like NSF MagLab [8], NSF NAN [9], and NSF ZEUS [10] have to not only collect and curate data from their instruments, but also help their users manage their specific experimental data. This immense scale and complexity demands robust, scalable infrastructure and sophisticated data management strategies.\n\nInitial data acquisition and storage is often the first critical stage with data collection typically beginning with direct instrument readout and on-site buffering. Facilities use both real-time streaming (for time-critical data, e.g., OOI, LIGO) and batch transfers (for larger, less urgent datasets). In some remote or high-volume cases, physical shipment of storage media is still used. Data formats are highly diverse, ranging from specialized scientific formats (e.g. FITS [11]) to common standards (e.g. NetCDF [12], CSV, MP4). The high volume and velocity of the data acquisition often requires automation and rapid processing. Automation is essential for data movement/streaming, pipeline orchestration, and ingestion into appropriate data stores. Real-time processing and low-latency alerts are critical for many facilities (e.g., Rubin Observatory’s sub-2-minute alerts, LIGO’s transient event discovery). Automated quality control (QC), quality assurance (QA) and validation are often integrated early and close to the data capture time. Middleware (e.g. Kafka [13]) and orchestration (e.g. Kubernetes [14]) are widely used for managing streams, queues, and scalable services. Facilities balance on-premise and cloud storage, often using multi-tiered strategies to optimize cost, performance, and accessibility. There is a strong trend toward adoption of cloud technologies (e.g., EarthScope on Amazon AWS [15], NEON on Google GCP [16]) for scalability and managed services. A variety of database technologies are used: PostgreSQL [17] for metadata, Cassandra [18] and MongoDB [19] for raw data and inventory.\n\nA majority of the presentations emphasized the importance of metadata annotation, data curation, and effective data dissemination, while preserving data security.  Rich, high-quality metadata is essential for findability, usability, and adherence to FAIR (Findable, Accessible, Interoperable, Reusable) [20] principles. Comprehensive QA/QC processes span the data lifecycle. Cybersecurity is a major concern, addressed via zero-trust architectures, VPN/SSO, and infrastructure-as-code. It was also noted that system-wide observability and monitoring (e.g., Grafana [21]) are critical for operational continuity. Facilities provide data through web portals, JupyterLab environments, and robust APIs (REST, GraphQL [22]). Persistent identifiers (DOIs) ensure data can be reliably found and cited. The facilities strongly promote open data policies, and making certain datasets and alert streams immediately available to the public. \n\nThe workshop talks and discussions illuminated some key current challenges, which include managing ever-increasing data volumes and complexity, meeting low-latency demands, generating and curating metadata, enabling increased FAIR-ness of the data, addressing technical debt, and coping with staffing and funding limitations. Ensuring cybersecurity and data integrity as access expands needs to be an ongoing effort. Looking ahead, the community is embracing cloud-native solutions, expanding automation and machine learning for data processing, developing advanced data portals and APIs, and improving data discoverability across federated systems. The overarching goal the facilities are striving for is to build a connected, FAIR-aligned information ecosystem where scientific data is not only stored, but is discoverable, accessible, interoperable, and reusable for the global research community."}],"geoLocations":[],"fundingReferences":[{"funderIdentifierType":"Crossref Funder ID","funderName":"U.S. National Science Foundation","funderIdentifier":"10.13039/100000001","awardTitle":"CI CoE: CI Compass: An NSF Cyberinfrastructure (CI) Center of Excellence for Navigating the Major Facilities Data 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The workshop focused on the crucial initial step of the data lifecycle for the NSF Major and Mid-scale Facilities - the step involving data acquisition and capture from scientific instrument(s). Speakers from a diverse range of facilities presented their unique challenges, best practices, and innovative solutions, which were then analyzed to identify common trends and future directions. This executive summary encapsulates the key insights and findings from the invited talks and subsequent discussions at the virtual workshop. \n\nThe presentations at the workshop emphasized the immense data volumes and velocity of the data coming off the different kinds of instruments, and described the challenges and evolving best practices of managing petabyte-scale scientific data. Most of the scientific facilities represented at the workshop, e.g. the NSF/DOE Vera C. Rubin Observatory [2], NSF NEON [3], NSF NSO [4], NSF OOI [5], NSF LIGO [6], and NSF EarthScope [7], are generating and managing petabytes of data, with daily ingest rates often exceeding terabytes and billions of data points. The User Facilities like NSF MagLab [8], NSF NAN [9], and NSF ZEUS [10] have to not only collect and curate data from their instruments, but also help their users manage their specific experimental data. This immense scale and complexity demands robust, scalable infrastructure and sophisticated data management strategies.\n\nInitial data acquisition and storage is often the first critical stage with data collection typically beginning with direct instrument readout and on-site buffering. Facilities use both real-time streaming (for time-critical data, e.g., OOI, LIGO) and batch transfers (for larger, less urgent datasets). In some remote or high-volume cases, physical shipment of storage media is still used. Data formats are highly diverse, ranging from specialized scientific formats (e.g. FITS [11]) to common standards (e.g. NetCDF [12], CSV, MP4). The high volume and velocity of the data acquisition often requires automation and rapid processing. Automation is essential for data movement/streaming, pipeline orchestration, and ingestion into appropriate data stores. Real-time processing and low-latency alerts are critical for many facilities (e.g., Rubin Observatory’s sub-2-minute alerts, LIGO’s transient event discovery). Automated quality control (QC), quality assurance (QA) and validation are often integrated early and close to the data capture time. Middleware (e.g. Kafka [13]) and orchestration (e.g. Kubernetes [14]) are widely used for managing streams, queues, and scalable services. Facilities balance on-premise and cloud storage, often using multi-tiered strategies to optimize cost, performance, and accessibility. There is a strong trend toward adoption of cloud technologies (e.g., EarthScope on Amazon AWS [15], NEON on Google GCP [16]) for scalability and managed services. A variety of database technologies are used: PostgreSQL [17] for metadata, Cassandra [18] and MongoDB [19] for raw data and inventory.\n\nA majority of the presentations emphasized the importance of metadata annotation, data curation, and effective data dissemination, while preserving data security.  Rich, high-quality metadata is essential for findability, usability, and adherence to FAIR (Findable, Accessible, Interoperable, Reusable) [20] principles. Comprehensive QA/QC processes span the data lifecycle. Cybersecurity is a major concern, addressed via zero-trust architectures, VPN/SSO, and infrastructure-as-code. It was also noted that system-wide observability and monitoring (e.g., Grafana [21]) are critical for operational continuity. Facilities provide data through web portals, JupyterLab environments, and robust APIs (REST, GraphQL [22]). Persistent identifiers (DOIs) ensure data can be reliably found and cited. The facilities strongly promote open data policies, and making certain datasets and alert streams immediately available to the public. \n\nThe workshop talks and discussions illuminated some key current challenges, which include managing ever-increasing data volumes and complexity, meeting low-latency demands, generating and curating metadata, enabling increased FAIR-ness of the data, addressing technical debt, and coping with staffing and funding limitations. Ensuring cybersecurity and data integrity as access expands needs to be an ongoing effort. Looking ahead, the community is embracing cloud-native solutions, expanding automation and machine learning for data processing, developing advanced data portals and APIs, and improving data discoverability across federated systems. 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Many of the next developmental steps envisioned and being undertaken for this landscape entail it evolving into a more integrated ecosystem of repositories that enhance or re-curate one another's content, especially metadata, in ways that further the interests of individual researchers, their communities, and the broader research ecosystem.. \n Exploring possibilities of improved integration for enhancement and re-curation requires a shared understanding of the use cases and associated motivations for collaboration among researchers, repository managers, information service professionals (aka librarians), institutional administrators, and eventually research funders. This panel will catalyze and facilitate a discussion among these groups to identify the most compelling new scenarios for inter-repository integrated processes and re-curation functions, with a special focus on surfacing the motivations and value propositions for such scenarios. Panelists will serve to catalyze and facilitate a structured group discussion for these aims. The primary outcome from the panel-led discussion following OR2025 would be a consolidated summary of the discussion. that invokes the Chatham House Rule."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.15758708","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2025-06-27T22:26:51Z","registered":"2025-06-27T22:26:51Z","published":null,"updated":"2025-07-01T00:04:13Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15758707","type":"dois","attributes":{"doi":"10.5281/zenodo.15758707","identifiers":[],"creators":[{"nameType":"Personal","affiliation":[{"name":"University of North Carolina at Greensboro, United States of America"}],"givenName":"Martin","familyName":"Halbert","name":"Halbert, Martin","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-2010-0618"}]},{"nameType":"Personal","affiliation":[{"name":"Metadata Game Changers, United States of America"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]},{"nameType":"Personal","affiliation":[{"name":"University of Pittsburgh, United States of America"}],"givenName":"Jamaica","familyName":"Jones","name":"Jones, Jamaica","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0002-1969-2508"}]}],"titles":[{"title":"Scenarios Motivating Integration and Re-Curation"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"Repository Integration"},{"subject":"Repository Re-Curation"},{"subject":"Repository Motivations"},{"subject":"Collaboration"},{"subject":"Metadata"},{"subject":"OR2025"}],"contributors":[],"dates":[{"date":"2025-06-17","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"ScholarlyArticle","resourceTypeGeneral":"Text","citeproc":"article-journal","bibtex":"article","ris":"RPRT","resourceType":"Presentation"},"relatedIdentifiers":[{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.15758708","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"A vast landscape of open scientific and scholarly repositories has arisen over the past two decades as a result of the shared understanding among researchers of the purposes and motivations for creating and maintaining individual institutional and domain repositories. 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Panelists will serve to catalyze and facilitate a structured group discussion for these aims. The primary outcome from the panel-led discussion following OR2025 would be a consolidated summary of the discussion. that invokes the Chatham House Rule."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.15758707","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":1,"versionOfCount":0,"created":"2025-06-27T22:26:51Z","registered":"2025-06-27T22:26:51Z","published":null,"updated":"2025-07-01T00:04:13Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15758870","type":"dois","attributes":{"doi":"10.5281/zenodo.15758870","identifiers":[{"identifier":"oai:zenodo.org:15758870","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"name":"Metadata Game Changers, United States of America"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]},{"nameType":"Personal","affiliation":[{"name":"Metadata Game Changers, United States of America"}],"givenName":"Erin","familyName":"Robinson","name":"Robinson, Erin","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0001-9998-0114"}]}],"titles":[{"title":"FAIR Metadata Bright Spots: Guides on the Road to Future Possibilities"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"Metadata"},{"subject":"PIDGraph"},{"subject":"Continuous Improvement"},{"subject":"FAIRness"},{"subject":"Connectivity"},{"subject":"Completeness"},{"subject":"OR2025"}],"contributors":[],"dates":[{"date":"2025-06-15","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"ScholarlyArticle","resourceTypeGeneral":"Text","citeproc":"article-journal","bibtex":"article","ris":"RPRT","resourceType":"Presentation"},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.15758869","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Since the emergence of the World Wide Web during the late 1900's, many repositories have focused documentation efforts on data discovery to such an extent that the concepts \"metadata\" and \"data discovery\" have become inextricably intertwined in many repository practices. 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The DataCite JSON Response includes data on a variety of facets for each query done using the DataCite API.\n\nRepository Facets\n\nDataCite Commons uses facets on repository pages to provide an overview of repositories. For example, the Metadata Game Changers Commons page shows publication year, work types, licenses, creators and contributors, and some other facets as graphics and lists.\n\nThe facets provided by DataCite can be used to 1) understand characteristics of DataCite metadata, 2) understand some aspects of repository completeness, and 3) provide overviews of repositories.\n\nUsing Facets to Understand DataCite Metadata\n\nDataCite includes facets and facet values in all query results, so they are a useful tool for answering some \"big picture\" questions about DataCite metadata. Some of these questions were explored during 2022 in DataCite Facets: Understanding DataCite Usage using a tool called DataCite Facets.\n\nDataCite Facets and Repository Overviews\n\nDataCite facets can be used to provide overviews of any DataCite Repository and understand some characteristics of the repositories. They can also be used, in some cases, to provide insights into some aspects of repository completeness.\n\nRepository Facets and Metadata Completeness\n\nMany useful repository measures focus on completeness of the metadata, i.e., the portion of records in the repository that include some metadata element. The DataCite facet data can provide some insight into completeness, but we must keep in mind that the facet data are limited to top ten values for most facets (except for published and resourceTypes, which can be \u003e 10). The blog DataCite Facets and Metadata Completeness describes how some facets can be used to provide insights into metadata completeness.\n\nThis dataset provides selected facets downloaded using the DataCite API and associated statistics as a comma-separated-value (CSV) file.\n\nColumn definitions:\n\nThe dataset includes a number of columns for the selected facets:\n\n\n\n\nStatistic\nDescription\n\n\n\n\nfacet\nThe name of the facet\n\n\nnumber\nThe number of unique values of the facet metadata element, \u003c= 10 for all but published and resourceTypes\n\n\ntotal\nThe total number of records with the top 10 facet metadata element values, i.e. the total listed in the facets.\n\n\ncommon\nThe most common facet id (meant for machines), equals value in some cases.\n\n\nmax\nThe number of occurrences of the most common facet value, listed first in the values column.\n\n\nhomogeneity (HI)\nAn indicator of homogeneity of the facet: maximum count / total count (0.1 = uniform, 1.0 = single item)\n\n\ncoverage\nThe % of all records covered by the top 10 facet values (numbers close to 100% mean the 10 facet values cover most of the repository).\n\n\nvalues\nThe facet values and their counts, e.g. value1 (count1), value2 (count2), ..., valueN (countN)."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.15650429","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2025-06-12T15:44:10Z","registered":"2025-06-12T15:44:11Z","published":null,"updated":"2025-06-12T15:44:11Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15548959","type":"dois","attributes":{"doi":"10.5281/zenodo.15548959","identifiers":[],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]}],"titles":[{"title":"Selected facets for DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"DataCite"},{"subject":"facets"},{"subject":"repository"}],"contributors":[],"dates":[{"date":"2025-06-12","dateType":"Issued"},{"date":"2025-05-26","dateType":"Collected"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/55etd-e8154","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.15549013","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.15650209","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.15555652","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.15548960","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.15650429","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"What is a facet?\n\nA facet is a metadata element, usually from a controlled list, that provides counts of records in a query result with particular values for the metadata element. The DataCite JSON Response includes data on a variety of facets for each query done using the DataCite API.\n\nRepository Facets\n\nDataCite Commons uses facets on repository pages to provide an overview of repositories. For example, the Metadata Game Changers Commons page shows publication year, work types, licenses, creators and contributors, and some other facets as graphics and lists.\n\nThe facets provided by DataCite can be used to 1) understand characteristics of DataCite metadata, 2) understand some aspects of repository completeness, and 3) provide overviews of repositories.\n\nUsing Facets to Understand DataCite Metadata\n\nDataCite includes facets and facet values in all query results, so they are a useful tool for answering some \"big picture\" questions about DataCite metadata. Some of these questions were explored during 2022 in DataCite Facets: Understanding DataCite Usage using a tool called DataCite Facets.\n\nDataCite Facets and Repository Overviews\n\nDataCite facets can be used to provide overviews of any DataCite Repository and understand some characteristics of the repositories. They can also be used, in some cases, to provide insights into some aspects of repository completeness.\n\nRepository Facets and Metadata Completeness\n\nMany useful repository measures focus on completeness of the metadata, i.e., the portion of records in the repository that include some metadata element. The DataCite facet data can provide some insight into completeness, but we must keep in mind that the facet data are limited to top ten values for most facets (except for published and resourceTypes, which can be \u003e 10). The blog DataCite Facets and Metadata Completeness describes how some facets can be used to provide insights into metadata completeness.\n\nThis dataset provides selected facets downloaded using the DataCite API and associated statistics as a comma-separated-value (CSV) file.\n\nColumn definitions:\n\nThe dataset includes a number of columns for the selected facets:\n\n\n\n\nStatistic\nDescription\n\n\n\n\nfacet\nThe name of the facet\n\n\nnumber\nThe number of unique values of the facet metadata element, \u003c= 10 for all but published and resourceTypes\n\n\ntotal\nThe total number of records with the top 10 facet metadata element values, i.e. the total listed in the facets.\n\n\ncommon\nThe most common facet id (meant for machines), equals value in some cases.\n\n\nmax\nThe number of occurrences of the most common facet value, listed first in the values column.\n\n\nhomogeneity (HI)\nAn indicator of homogeneity of the facet: maximum count / total count (0.1 = uniform, 1.0 = single item)\n\n\ncoverage\nThe % of all records covered by the top 10 facet values (numbers close to 100% mean the 10 facet values cover most of the repository).\n\n\nvalues\nThe facet values and their counts, e.g. value1 (count1), value2 (count2), ..., valueN (countN)."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.15548959","contentUrl":null,"metadataVersion":4,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":5,"versionOfCount":0,"created":"2025-05-29T22:17:50Z","registered":"2025-05-29T22:17:51Z","published":null,"updated":"2025-06-12T15:44:11Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15650209","type":"dois","attributes":{"doi":"10.5281/zenodo.15650209","identifiers":[{"identifier":"oai:zenodo.org:15650209","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]}],"titles":[{"title":"Selected facets for DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"DataCite"},{"subject":"facets"},{"subject":"repository"}],"contributors":[],"dates":[{"date":"2025-06-12","dateType":"Issued"},{"date":"2025-05-26","dateType":"Collected"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/55etd-e8154","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.15548959","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"What is a facet?\n\nA facet is a metadata element, usually from a controlled list, that provides counts of records in a query result with particular values for the metadata element. The DataCite JSON Response includes data on a variety of facets for each query done using the DataCite API.\n\nRepository Facets\n\nDataCite Commons uses facets on repository pages to provide an overview of repositories. For example, the Metadata Game Changers Commons page shows publication year, work types, licenses, creators and contributors, and some other facets as graphics and lists.\n\nThe facets provided by DataCite can be used to 1) understand characteristics of DataCite metadata, 2) understand some aspects of repository completeness, and 3) provide overviews of repositories.\n\nUsing Facets to Understand DataCite Metadata\n\nDataCite includes facets and facet values in all query results, so they are a useful tool for answering some \"big picture\" questions about DataCite metadata. Some of these questions were explored during 2022 in DataCite Facets: Understanding DataCite Usage using a tool called DataCite Facets.\n\nDataCite Facets and Repository Overviews\n\nDataCite facets can be used to provide overviews of any DataCite Repository and understand some characteristics of the repositories. They can also be used, in some cases, to provide insights into some aspects of repository completeness.\n\nRepository Facets and Metadata Completeness\n\nMany useful repository measures focus on completeness of the metadata, i.e., the portion of records in the repository that include some metadata element. The DataCite facet data can provide some insight into completeness, but we must keep in mind that the facet data are limited to top ten values for most facets (except for published and resourceTypes, which can be \u003e 10). The blog DataCite Facets and Metadata Completeness describes how some facets can be used to provide insights into metadata completeness.\n\nThis dataset provides selected facets downloaded using the DataCite API and associated statistics as a comma-separated-value (CSV) file.\n\nColumn definitions:\n\nThe dataset includes a number of columns for the selected facets:\n\n\n\n\nStatistic\nDescription\n\n\n\n\nfacet\nThe name of the facet\n\n\nnumber\nThe number of unique values of the facet metadata element, \u003c= 10 for all but published and resourceTypes\n\n\ntotal\nThe total number of records with the top 10 facet metadata element values, i.e. the total listed in the facets.\n\n\ncommon\nThe most common facet id (meant for machines), equals value in some cases.\n\n\nmax\nThe number of occurrences of the most common facet value, listed first in the values column.\n\n\nhomogeneity (HI)\nAn indicator of homogeneity of the facet: maximum count / total count (0.1 = uniform, 1.0 = single item)\n\n\ncoverage\nThe % of all records covered by the top 10 facet values (numbers close to 100% mean the 10 facet values cover most of the repository).\n\n\nvalues\nThe facet values and their counts, e.g. value1 (count1), value2 (count2), ..., valueN (countN)."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.15650209","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2025-06-12T15:21:07Z","registered":"2025-06-12T15:21:07Z","published":null,"updated":"2025-06-12T15:21:07Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15548477","type":"dois","attributes":{"doi":"10.5281/zenodo.15548477","identifiers":[{"identifier":"oai:zenodo.org:15548477","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]}],"titles":[{"title":"Metadata Completeness for Four FAIR Use Cases for all DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"FAIR Principles"},{"subject":"DataCite"},{"subject":"Metadata"},{"subject":"metadata completeness"},{"subject":"metadata metrics"}],"contributors":[],"dates":[{"date":"2025-05-29","dateType":"Issued"},{"date":"2025-05","dateType":"Collected","dateInformation":"Data collection date"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.5438/2chg-b074","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/kanrj-qt678","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/ryh7v-rmy52","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/v6enq-99z90","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/prqvd-2f082","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.15548476","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1.0","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution Non Commercial Share Alike 4.0 International","rightsIdentifier":"cc-by-nc-sa-4.0"},{"rightsUri":"http://rightsstatements.org/vocab/InC/1.0/","rights":"Copyright 2025 Metadata Game Changers"}],"descriptions":[{"descriptionType":"Abstract","description":"FAIR Principle R1 recommends that \"metadata are richly described with a plurality of accurate and relevant attributes\", but the specifics of the metadata elements are left up to the community. Several years ago we proposed sets of DataCite metadata attributes that could be used to support several FAIR Use Cases and described how measuring completeness of those attributes could provide quantitative metrics that could be used to measure metadata FAIRness and track improvements through time. These ideas have been described and demonstrated in many contexts (see related identifiers).\n\nThe current implementation includes four FAIR Use Cases: FAIR Text, FAIR Identifiers, FAIR Connections, and FAIR Contacts that contain 63 DataCite metadata elements. During May 2025 we calculated completeness for these use cases for 3066 DataCite repositories. This dataset is the result of that effort. It includes repository ids, number of records, completeness (% of records) for each use case and the total completeness."}],"geoLocations":[],"fundingReferences":[{"funderIdentifierType":"Crossref Funder ID","funderName":"U.S. National Science Foundation","funderIdentifier":"10.13039/100000001","awardTitle":"Beyond Data Discovery: Shared Services for Community Metadata Improvement","awardNumber":"1443062"}],"url":"https://zenodo.org/doi/10.5281/zenodo.15548477","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2025-05-29T20:33:22Z","registered":"2025-05-29T20:33:23Z","published":null,"updated":"2025-06-09T21:09:39Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15627161","type":"dois","attributes":{"doi":"10.5281/zenodo.15627161","identifiers":[{"identifier":"oai:zenodo.org:15627161","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]}],"titles":[{"title":"Metadata Completeness for Four FAIR Use Cases for all DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"FAIR Principles"},{"subject":"DataCite"},{"subject":"Metadata"},{"subject":"metadata completeness"},{"subject":"metadata metrics"}],"contributors":[],"dates":[{"date":"2025-06-09","dateType":"Issued"},{"date":"2025-05","dateType":"Collected","dateInformation":"Data collection date"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.5438/2chg-b074","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/kanrj-qt678","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/ryh7v-rmy52","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/v6enq-99z90","relatedIdentifierType":"DOI"},{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/prqvd-2f082","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.15548476","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution Non Commercial Share Alike 4.0 International","rightsIdentifier":"cc-by-nc-sa-4.0"},{"rightsUri":"http://rightsstatements.org/vocab/InC/1.0/","rights":"Copyright 2025 Metadata Game Changers"}],"descriptions":[{"descriptionType":"Abstract","description":"FAIR Principle R1 recommends that \"metadata are richly described with a plurality of accurate and relevant attributes\", but the specifics of the metadata elements are left up to the community. Several years ago we proposed sets of DataCite metadata attributes that could be used to support several FAIR Use Cases and described how measuring completeness of those attributes could provide quantitative metrics that could be used to measure metadata FAIRness and track improvements through time. These ideas have been described and demonstrated in many contexts (see related identifiers).\n\nThe current implementation includes four FAIR Use Cases: FAIR Text, FAIR Identifiers, FAIR Connections, and FAIR Contacts that contain 63 DataCite metadata elements. During May 2025 we calculated completeness for these use cases for 3066 DataCite repositories. This dataset is the result of that effort. It includes repository ids, number of records, completeness (% of records) for each use case and the total completeness.\n\nThis version adds client names to the dataset to support easier identification and search for repositories."}],"geoLocations":[],"fundingReferences":[{"funderIdentifierType":"Crossref Funder ID","funderName":"U.S. National Science Foundation","funderIdentifier":"10.13039/100000001","awardTitle":"Beyond Data Discovery: Shared Services for Community Metadata Improvement","awardNumber":"1443062"}],"url":"https://zenodo.org/doi/10.5281/zenodo.15627161","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2025-06-09T21:09:36Z","registered":"2025-06-09T21:09:36Z","published":null,"updated":"2025-06-09T21:09:39Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15555652","type":"dois","attributes":{"doi":"10.5281/zenodo.15555652","identifiers":[{"identifier":"oai:zenodo.org:15555652","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]}],"titles":[{"title":"Selected facets for DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2525,"subjects":[{"subject":"DataCite"},{"subject":"facets"},{"subject":"repository"}],"contributors":[],"dates":[{"date":"2525-05-30","dateType":"Issued"},{"date":"2025-05-26","dateType":"Collected"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/55etd-e8154","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.15548959","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"What is a facet?\n\nA facet is a metadata element, usually from a controlled list, that provides counts of records in a query result with particular values for the metadata element. The DataCite JSON Response includes data on a variety of facets for each query done using the DataCite API.\n\nRepository Facets\n\nDataCite Commons uses facets on repository pages to provide an overview of repositories. For example, the Metadata Game Changers Commons page shows publication year, work types, licenses, creators and contributors, and some other facets as graphics and lists.\n\nThe facets provided by DataCite can be used to 1) understand characteristics of DataCite metadata, 2) understand some aspects of repository completeness, and 3) provide overviews of repositories.\n\nUsing Facets to Understand DataCite Metadata\n\nDataCite includes facets and facet values in all query results, so they are a useful tool for answering some \"big picture\" questions about DataCite metadata. Some of these questions were explored during 2022 in DataCite Facets: Understanding DataCite Usage using a tool called DataCite Facets.\n\nDataCite Facets and Repository Overviews\n\nDataCite facets can be used to provide overviews of any DataCite Repository and understand some characteristics of the repositories. They can also be used, in some cases, to provide insights into some aspects of repository completeness.\n\nRepository Facets and Metadata Completeness\n\nMany useful repository measures focus on completeness of the metadata, i.e., the portion of records in the repository that include some metadata element. The DataCite facet data can provide some insight into completeness, but we must keep in mind that the facet data are limited to top ten values for most facets (except for published and resourceTypes, which can be \u003e 10). The blog DataCite Facets and Metadata Completeness describes how some facets can be used to provide insights into metadata completeness.\n\nThis dataset provides selected facets downloaded using the DataCite API and associated statistics as a comma-separated-value (CSV) file.\n\nColumn definitions:\n\nThe dataset includes a number of columns for the selected facets:\n\n\n\n\n\n\nStatistic\n\n\n\nDescription\n\n\n\n\n\n\n\nnumber\n\n\n\nThe number of facet values\n\n\n\n\n\nmax\n\n\n\nThe number of occurrences of the most common facet value\n\n\n\n\n\ncommon\n\n\n\nThe most common facet value\n\n\n\n\n\ntotal\n\n\n\nThe total number of records in the top 10, i.e. the total listed in the facets\n\n\n\n\n\nhomogeneity (HI)\n\n\n\nAn indicator of homogeneity of the facet: maximum count / total count (0.1 = uniform, 1.0 = single item)\n\n\n\n\n\ncoverage\n\n\n\nThe % of all records covered by the top 10 (numbers close to 100% are good)"}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.15555652","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2025-05-30T16:52:57Z","registered":"2025-05-30T16:52:57Z","published":null,"updated":"2025-05-30T16:52:58Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15548960","type":"dois","attributes":{"doi":"10.5281/zenodo.15548960","identifiers":[{"identifier":"oai:zenodo.org:15548960","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]}],"titles":[{"title":"Selected facets for DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"DataCite"},{"subject":"facets"},{"subject":"repository"}],"contributors":[],"dates":[{"date":"2025-05-30","dateType":"Issued"},{"date":"2025-05-26","dateType":"Collected"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/55etd-e8154","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.15548959","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"What is a facet?\n\nA facet is a metadata element, usually from a controlled list, that provides counts of records in a query result with particular values for the metadata element. The DataCite JSON Response includes data on a variety of facets for each query done using the DataCite API.\n\nRepository Facets\n\nDataCite Commons uses facets on repository pages to provide an overview of repositories. For example, the Metadata Game Changers Commons page shows publication year, work types, licenses, creators and contributors, and some other facets as graphics and lists.\n\nThe facets provided by DataCite can be used to 1) understand characteristics of DataCite metadata, 2) understand some aspects of repository completeness, and 3) provide overviews of repositories.\n\nUsing Facets to Understand DataCite Metadata\n\nDataCite includes facets and facet values in all query results, so they are a useful tool for answering some \"big picture\" questions about DataCite metadata. Some of these questions were explored during 2022 in DataCite Facets: Understanding DataCite Usage using a tool called DataCite Facets.\n\nDataCite Facets and Repository Overviews\n\nDataCite facets can be used to provide overviews of any DataCite Repository and understand some characteristics of the repositories. They can also be used, in some cases, to provide insights into some aspects of repository completeness.\n\nRepository Facets and Metadata Completeness\n\nMany useful repository measures focus on completeness of the metadata, i.e., the portion of records in the repository that include some metadata element. The DataCite facet data can provide some insight into completeness, but we must keep in mind that the facet data are limited to top ten values for most facets (except for published and resourceTypes, which can be \u003e 10). The blog DataCite Facets and Metadata Completeness describes how some facets can be used to provide insights into metadata completeness.\n\nThis dataset provides selected facets downloaded using the DataCite API and associated statistics as a comma-separated-value (CSV) file.\n\nColumn definitions:\n\nThe dataset includes a number of columns for the selected facets:\n\n\n\n\n\n\nStatistic\n\n\n\nDescription\n\n\n\n\n\n\n\nnumber\n\n\n\nThe number of facet values\n\n\n\n\n\nmax\n\n\n\nThe number of occurrences of the most common facet value\n\n\n\n\n\ncommon\n\n\n\nThe most common facet value\n\n\n\n\n\ntotal\n\n\n\nThe total number of records in the top 10, i.e. the total listed in the facets\n\n\n\n\n\nhomogeneity (HI)\n\n\n\nAn indicator of homogeneity of the facet: maximum count / total count (0.1 = uniform, 1.0 = single item)\n\n\n\n\n\ncoverage\n\n\n\nThe % of all records covered by the top 10 (numbers close to 100% are good)"}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.15548960","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2025-05-29T22:17:50Z","registered":"2025-05-29T22:17:51Z","published":null,"updated":"2025-05-30T16:52:57Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.15549013","type":"dois","attributes":{"doi":"10.5281/zenodo.15549013","identifiers":[{"identifier":"oai:zenodo.org:15549013","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]}],"titles":[{"title":"Selected facets for DataCite Repositories"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"DataCite"},{"subject":"facets"},{"subject":"repository"}],"contributors":[],"dates":[{"date":"2025-05-29","dateType":"Issued"},{"date":"2025-05-26","dateType":"Collected"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":""},"relatedIdentifiers":[{"relationType":"IsDescribedBy","resourceTypeGeneral":"Other","relatedIdentifier":"10.59350/55etd-e8154","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.15548959","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"What is a facet?\n\nA facet is a metadata element, usually from a controlled list, that provides counts of records in a query result with particular values for the metadata element. 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Some of these questions were explored during 2022 in DataCite Facets: Understanding DataCite Usage using a tool called DataCite Facets.\n\nDataCite Facets and Repository Overviews\n\nDataCite facets can be used to provide overviews of any DataCite Repository and understand some characteristics of the repositories. They can also be used, in some cases, to provide insights into some aspects of repository completeness.\n\nRepository Facets and Metadata Completeness\n\nMany useful repository measures focus on completeness of the metadata, i.e., the portion of records in the repository that include some metadata element. The DataCite facet data can provide some insight into completeness, but we must keep in mind that the facet data are limited to top ten values for most facets (except for published and resourceTypes, which can be \u003e 10). The blog DataCite Facets and Metadata Completeness describes how some facets can be used to provide insights into metadata completeness.\n\nThis dataset provides selected facets downloaded using the DataCite API and associated statistics as a comma-separated-value (CSV) file.\n\nColumn definitions:\n\nThe dataset includes a number of columns for the selected facets:\n\n\n\n\n\n\nStatistic\n\n\n\nDescription\n\n\n\n\n\n\n\nnumber\n\n\n\nThe number of facet values\n\n\n\n\n\nmax\n\n\n\nThe number of occurrences of the most common facet value\n\n\n\n\n\ncommon\n\n\n\nThe most common facet value\n\n\n\n\n\ntotal\n\n\n\nThe total number of records in the top 10, i.e. the total listed in the facets\n\n\n\n\n\nhomogeneity (HI)\n\n\n\nAn indicator of homogeneity of the facet: maximum count / total count (0.1 = uniform, 1.0 = single item)\n\n\n\n\n\ncoverage\n\n\n\nThe % of all records covered by the top 10 (numbers close to 100% are good)"}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.15549013","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2025-05-29T22:25:00Z","registered":"2025-05-29T22:25:01Z","published":null,"updated":"2025-05-30T16:52:57Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.6084/m9.figshare.11478018.v2","type":"dois","attributes":{"doi":"10.6084/m9.figshare.11478018.v2","identifiers":[],"creators":[{"nameType":"Personal","affiliation":[],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-3585-6733"}]}],"titles":[{"title":"US Federal Affiliations And RORs"}],"publisher":{"name":"figshare"},"container":{},"publicationYear":2019,"subjects":[{"subject":"80306 Open Software","subjectScheme":"FOR"},{"schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subject":"FOS: Computer and information sciences","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Computer and information sciences","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Information Systems"},{"subject":"Library and Information Studies"},{"schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subject":"FOS: Media and communications","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Media and communications","subjectScheme":"Fields of Science and Technology (FOS)"}],"contributors":[],"dates":[{"date":"2019-12-30","dateType":"Created"},{"date":"2019-12-30","dateType":"Updated"},{"date":"2019","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"Dataset","resourceTypeGeneral":"Dataset","citeproc":"dataset","bibtex":"misc","ris":"DATA","resourceType":"Dataset"},"relatedIdentifiers":[{"relationType":"IsIdenticalTo","relatedIdentifier":"10.6084/m9.figshare.11478018","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":["64301 Bytes"],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Tab separated values of Department,Organization Name, ROR and Source for Federal research organizations extracted from ROR data dump: Community, ROR (2019): ROR Data. figshare. 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It connects tens of millions of objects into an actively growing network of research objects and results that, together, embody open and connected scientific knowledge. The infrastructure is complex and data journeys through it face considerable obstacles. In this growing stage, users must clearly understand these obstacles with related caveats and limitations to reap the benefits effectively. CHORUS combines data from Crossref, ScholeXplorer, DataCite, and ORCID to produce broad views into the infrastructure for funders and publishers, i.e., analysis ready data for the global research infrastructure. The INFORMATE project characterized the CHORUS data journeys through these organizations and connections. Once these were understood, we used the data to address many questions about connected articles and datasets. For example: What projects are funded by multiple agencies; which agencies work together; what repositories are used for datasets resulting from funding by the National Science Foundation or the U.S. Geological Survey; what are temporal relationships between publication of articles and related datasets, or what outputs were connected to a given funder or award? Even with the known limitations the answers to these questions are informative and suggest further interesting questions. As more content is connected through the infrastructure and obstacles are overcome, these answers will improve.\n\n \n\nSome of these slides were presented at the NISO Plus Global meeting during September 2024 and in talk IN23C-06 at the American Geophysical Union Meeing in Washington DC during December 2024."}],"geoLocations":[],"fundingReferences":[{"funderIdentifierType":"Crossref Funder ID","funderName":"U.S. National Science Foundation","funderIdentifier":"10.13039/100000001","awardTitle":"EAGER: INFORMATE: Improving networks for organizational repositories through metadata augmentation, transformation and evolution","awardNumber":"2334426"}],"url":"https://zenodo.org/doi/10.5281/zenodo.14632898","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":1,"versionOfCount":0,"created":"2025-01-11T18:59:08Z","registered":"2025-01-11T18:59:08Z","published":null,"updated":"2025-01-11T18:59:09Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.14632899","type":"dois","attributes":{"doi":"10.5281/zenodo.14632899","identifiers":[{"identifier":"oai:zenodo.org:14632899","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"}],"givenName":"Ted","familyName":"Habermann","name":"Habermann, Ted","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0003-3585-6733"}]},{"nameType":"Personal","affiliation":[{"affiliationIdentifier":"https://ror.org/05bp8ka05","name":"Metadata Game Changers (United States)","affiliationIdentifierScheme":"ROR"},{"affiliationIdentifier":"https://ror.org/027ka1x80","name":"National Aeronautics and Space Administration","affiliationIdentifierScheme":"ROR"}],"givenName":"Jamaica","familyName":"Jones","name":"Jones, Jamaica","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0000-0002-1969-2508"}]}],"titles":[{"title":"Data Journeys Through the Global Research Infrastructure"}],"publisher":{"name":"Zenodo"},"container":{},"publicationYear":2025,"subjects":[{"subject":"Metadata","subjectScheme":"MeSH"},{"subject":"CHORUS"},{"subject":"Global Research Infrastructure"},{"subject":"DataCite"},{"subject":"Crossref"},{"subject":"ORCID"},{"subject":"DataCite Commons"},{"subject":"data journey"}],"contributors":[],"dates":[{"date":"2025-01-11","dateType":"Issued"},{"date":"2025-01-11","dateType":"Available","dateInformation":"Uploaded to Zenodo"}],"language":null,"types":{"schemaOrg":"ScholarlyArticle","resourceTypeGeneral":"Text","citeproc":"article-journal","bibtex":"article","ris":"RPRT","resourceType":"Presentation"},"relatedIdentifiers":[{"relationType":"IsVariantFormOf","resourceTypeGeneral":"Audiovisual","relatedIdentifier":"https://www.youtube.com/watch?v=MCD6pu63dfI","relatedIdentifierType":"URL"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.14632898","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"The Global Research Infrastructure is built on persistent identifiers for people, organizations, articles, datasets, and many other kinds of research objects. 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For example: What projects are funded by multiple agencies; which agencies work together; what repositories are used for datasets resulting from funding by the National Science Foundation or the U.S. Geological Survey; what are temporal relationships between publication of articles and related datasets, or what outputs were connected to a given funder or award? Even with the known limitations the answers to these questions are informative and suggest further interesting questions. 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