Reference health
FAIRness Literacy: The Achilles’ Heel of Applying FAIR Principles
4/4 checkable references clean · checked 2026-07-14
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a publisher retraction, withdrawal, or removal notice.
27 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 4 checked references that resolve
resolves10.3233/ISU-170824
Cloudy, increasingly FAIR; revisiting the FAIR Data guiding principles for the European Open Science Cloud
resolves10.1038/s41587-019-0080-8
FAIRsharing as a community approach to standards, repositories and policies
resolves10.1038/sdata.2016.18
The FAIR Guiding Principles for scientific data management and stewardship
The 27 references without a DOI — listed, not checked
no DOI — not checkedAttitudes and norms affecting scientists’ data reuse
no DOI — not checkedkey20200811063208_B2
no DOI — not checkedConsiderations for the Conduction and Interpretation of FAIRness Evaluations
no DOI — not checkedDoorn, P and Science Europe. 2018. Science Europe Guidance. Presenting a Framework for Discipline-specific Research Data Management. [WWW Document]. URL http://www.scienceeurope.org/wp-content/uploads/2018/01/SE_Guidance_Document_RDMPs.pdf [Accessed January 07, 2020].
no DOI — not checkedTowards Domain Protocols for Research Data Management (IG Domain Repositories RDA 9th Plenary meeting Community-driven Research Data Management)
no DOI — not checkedErdmann, C, Simons, N, Otsuji, R, et al. 2019. Top 10 FAIR Data & Software Things. [WWW Document]. [Accessed January 07, 2020]. DOI: 10.5281/zenodo.2555498
no DOI — not checkedEuropean Commission Directorate General for Research and Innovation (EC DGRI). 2016. E.U. H2020 Programme Guidelines on FAIR Data Management in Horizon 2020, Version 3.0. Luxembourg: Publications Office of the EU. [WWW Document], URL https://ec.europa.eu/research/participants/data/ref/h2020/grants_manual/hi/oa_pilot/h2020-hi-oa-data-mgt_en.pdf [Accessed January 07, 2020].
no DOI — not checkedEuropean Commission Directorate General for Research and Innovation (EC DGRI). 2017. Evaluation of Research Careers fully acknowledging Open Science Practices; Rewards, incentives and/or recognition for researchers practicing Open Science. Luxembourg: Publications Office of the EU. [WWW Document]. URL https://ec.europa.eu/research/openscience/pdf/os_rewards_wgreport_final.pdf [Accessed January 07, 2020].
no DOI — not checkedEuropean Commission Directorate General for Research and Innovation (EC DGRI). 2018. Turning FAIR into reality: final report and action plan from the European Commission expert group on FAIR data. Luxembourg: Publications Office of the EU. [WWW Document]. URL https://op.europa.eu:443/en/publication-detail/-/publication/7769a148-f1f6-11e8-9982-01aa75ed71a1/language-en/format-PDF [Accessed January 07, 2020].
no DOI — not checkedData sharing in PLOS ONE: An analysis of Data Availability Statements
no DOI — not checkedA FAIRy tale
no DOI — not checkedFAIR Principles: Interpretations and Implementation Considerations
no DOI — not checkedData Management Planning: How Requirements and Solutions are Beginning to Converge
no DOI — not checkedThe “A” of FAIR – As Open as Possible, as Closed as Necessary
no DOI — not checkedFAIR Data and Services in Biodiversity Science and Geoscience
no DOI — not checkedTowards new tools for bioresource use and sharing
no DOI — not checkedHelping the Consumers and Producers of Standards, Repositories and Policies to Enable FAIR Data
no DOI — not checkedReymonet, N, Moysan, M, Cartier, A, et al. 2018. Réaliser un plan de gestion de données «FAIR»: modèle. [WWW Document]. URL https://archivesic.ccsd.cnrs.fr/sic_01690547/document [Accessed January 10, 2020].
no DOI — not checkedSchultes, E, Strawn, G and Mons, B. 2018. Ready, Set, GO FAIR: Accelerating Convergence to an Internet of FAIR Data and Services. DAMDID/RCDL. http://ceur-ws.org/Vol-2277/paper07.pdf.
no DOI — not checkedDigital Objects – FAIR Digital Objects: Which Services Are Required?
no DOI — not checkedStall, S, Cruse, P, Cousijn, H, et al. 2018. Data Sharing and Citations: New Author Guidelines Promoting Open and FAIR Data in the Earth, Space, and Environmental Sciences. Science Editor, 41: 83–87. https://www.csescienceeditor.org/wp-content/uploads/2018/11/CSEv41n3_text_83-87.pdf [Accessed January 07, 2020].
no DOI — not checkedFAIR Convergence Matrix: Optimizing the Reuse of Existing FAIR-Related Resources
no DOI — not checkedMaking FAIR Easy with FAIR Tools: From Creolization to Convergence
no DOI — not checkedEvaluating FAIR maturity through a scalable, automated, community-governed framework
no DOI — not checkedA design framework and exemplar metrics for FAIRness
no DOI — not checkedInteroperability and FAIRness through a novel combination of Web technologies (No. e2522v2)
no DOI — not checkedWittenburg, P, Sustkova, HP, Montesanti, A, et al. 2019. The FAIR Funder pilot programme to make it easy for funders to require and for grantees to produce FAIR Data. [WWW Document]. URL https://arxiv.org/abs/1902.11162? [Accessed January 07, 2020].
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