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docs/architecture/fair_if.rst

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FAIR Reference Model Conceptual Components
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******************************************
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Guided by the Compliance Assessment Toolkit [1], we have identified the set of distinct components that make up a FAIR testing environment. These, and the relationships between them, are diagrammed in Figure 1. These are categorised as Conceptual (shown in green), Software (blue), and Data (orange) levels. In addition, there is a higher level of Conceptual object we call a Dimension (red), which represents an established principle (e.g. FAIR Principle F1) that motivates the need for the creation of a FAIR test (or set of tests).
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Guided by the Compliance Assessment Toolkit :cite:`faircore4eosc_d2.2`, we have identified the set of distinct components that make up a FAIR testing environment. These, and the relationships between them, are diagrammed in Figure 1. These are categorised as Conceptual (shown in green), Software (blue), and Data (orange) levels. In addition, there is a higher level of Conceptual object we call a Dimension (red), which represents an established principle (e.g. FAIR Principle F1) that motivates the need for the creation of a FAIR test (or set of tests).
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.. figure:: fair-if.png
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**********************
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Check our deliverables for more information:
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* [1] van Lieshout, N., Buys, M., Zamani, T., Rijsselberg, F., & Märkälä, A. (2024). Compliance Assessment Toolkit: Deliverable 2.2 (W. Hugo & W. Steinhoff, Eds.). Zenodo. https://doi.org/10.5281/zenodo.12683218
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.. bibliography::
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:list: bullet
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:filter: False
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:keyprefix: fair-if-
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:labelprefix: fair-if-
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faircore4eosc_d2.2

docs/architecture/intro.rst

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Tomasz Miksa
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The OSTrails reference architecture provides guidance on realising interactions between key components identified in the OSTrails pathways: Data Management Plans (DMPs), Scientific Knowledge Graphs (SKGs), and FAIR Assessment. It clarifies which interactions are standardised within the Interoperability Frameworks and which are relevant to the project without prescribing specific implementation methods. For example, while the reference architecture specifies when the DMP API (part of the DMP Interoperability Framework) must be used, it leaves the method of accessing information from data repositories flexible.
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The OSTrails reference architecture :cite:`ostrails_d1.4` :cite:`ostrails_d2.5` provides guidance on realising interactions between key components identified in the OSTrails pathways :cite:`ostrails_d1.1`: Data Management Plans (DMPs), Scientific Knowledge Graphs (SKGs), and FAIR Assessment. It clarifies which interactions are standardised within the Interoperability Frameworks and which are relevant to the project without prescribing specific implementation methods. For example, while the reference architecture specifies when the DMP API (part of the DMP Interoperability Framework) must be used, it leaves the method of accessing information from data repositories flexible.
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A key objective of this architecture is to prevent vendor lock-in, ensuring tools and services can be used interchangeably in typical scenarios outlined by the pathways. For instance, any SKG conforming to the SKG-IF can seamlessly integrate with DMP tools to provide additional insights into reused datasets. This architecture emphasises harmonising the modelling and exchange of information across research data management services while allowing diverse implementation choices tailored to specific use cases.
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Check our deliverables for more information:
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* Reichmann, S., Rey Mazón, M., Hasani-Mavriqi, I., Thaci, L., & Eckhard, D. (2024). **D1.1: Plan-Track-Assess Pathways**. Zenodo. https://doi.org/10.5281/zenodo.13145788
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* Miksa, T., Wilkinson, M., Manghi, P., & Suchánek, M. (2025). **D1.4 OSTrails Interoperability Reference Architecture V1**. Zenodo. https://doi.org/10.5281/zenodo.14795000
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* Suchánek, M., Martínková, J., Shepherdson, J., Miksa, T., Jirka, J., Knaisl, V., Moilanen, K., Sansone, S.-A., & Stavropoulos, T. (2025). **D2.5 OSTrails Commons Specifications**. Zenodo. https://doi.org/10.5281/zenodo.14795060
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.. bibliography::
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:list: bullet
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:filter: False
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:keyprefix: architecture-intro-
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:labelprefix: architecture-intro-
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ostrails_d1.4
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ostrails_d2.5
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ostrails_d1.1

docs/commons/intro.rst

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Marek Suchánek
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The **OSTrails Commons** (referred to also as ‘the Commons’ hereafter) is formally defined as a **collection of open, reusable, and adaptable resources that collectively enable and enhance interoperability** within the OSTrails ecosystem and beyond. These resources are designed to lower adoption barriers to integration by standardising interactions between tools, ensuring alignment with the OSTrails Interoperability Framework (IF) and Reference Architecture (RA). The Commons is not standalone tools or services; rather, they provide the foundational elements that support and guide the development, operation, and evolution of interoperable research-supporting platforms. By bridging technical, semantic, and procedural gaps, the Commons facilitate collaboration and scalability while remaining flexible for adaptation to emerging technologies and diverse research contexts.
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The **OSTrails Commons** :cite:`ostrails_d2.5` (referred to also as ‘the Commons’ hereafter) is formally defined as a **collection of open, reusable, and adaptable resources that collectively enable and enhance interoperability** within the OSTrails ecosystem and beyond. These resources are designed to lower adoption barriers to integration by standardising interactions between tools, ensuring alignment with the OSTrails Interoperability Framework (IF) and Reference Architecture (RA) :cite:`ostrails_d1.4`. The Commons is not standalone tools or services; rather, they provide the foundational elements that support and guide the development, operation, and evolution of interoperable research-supporting platforms. By bridging technical, semantic, and procedural gaps, the Commons facilitate collaboration and scalability while remaining flexible for adaptation to emerging technologies and diverse research contexts.
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The Commons is **built through iterative cycles**, where specifications will evolve (either individually or in synchrony with other components of The Commons) to **incorporate feedback from tool developers and other stakeholders**. This iterative approach ensures that the Commons remains practical and adaptable. For this reason, entities in the commons are carefully versioned, and versioned releases are generated as required to ensure that the tools work together.
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The Commons is **guided by the Plan-Track-Assess Pathways defined by OSTrails**, which provides a map of how tools interact to facilitate research workflows. The pathways flow through three primary Interoperability Frameworks (IF): the SKG-IF, the DMP-IF, and the FAIR-IF. As such, this living repository is similarly split into three chapters with the same names, containing the detailed record of the members of that sub-set of Commons artefacts.
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Additional information
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**********************
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Check our deliverables for more information:
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.. bibliography::
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:list: bullet
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:filter: False
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:keyprefix: commons-intro-
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:labelprefix: commons-intro-
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ostrails_d2.5
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ostrails_d1.4

docs/other/resources.rst

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.. bibliography::
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:list: enumerated
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:style: plain

docs/references.bib

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@misc{faircore4eosc_d2.2,
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author = {Hugo, Wim and
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Steinhoff, Wilko and
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Lieshout, Natascha and
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Buys, Matthew and
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Zamani, Themis and
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van Rijsselberg, Fjodor and
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Märkälä, Anu},
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title = {D2.2 – Compliance Assessment Toolkit},
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month = jul,
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year = 2024,
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publisher = {Zenodo},
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doi = {10.5281/zenodo.12683218},
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}
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@misc{ostrails_d1.1,
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author = {Reichmann, Stefan and
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Rey Mazón, Miguel and
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Hasani-Mavriqi, Ilire and
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Thaci, Laura and
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Eckhard, David},
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title = {D1.1: Plan-Track-Assess Pathways},
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month = jul,
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year = 2024,
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publisher = {Zenodo},
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doi = {10.5281/zenodo.13145788},
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}
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@misc{ostrails_d1.4,
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author = {Miksa, Tomasz and
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Wilkinson, Mark and
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Manghi, Paolo and
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Suchánek, Marek},
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title = {D1.4 OSTrails Interoperability Reference Architecture V1},
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month = jan,
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year = 2025,
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publisher = {Zenodo},
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doi = {10.5281/zenodo.14795000},
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}
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@misc{ostrails_d2.5,
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author = {Suchánek, Marek and
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Martínková, Jana and
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Shepherdson, John and
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Miksa, Tomasz and
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Jirka, Jakub and
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Knaisl, Vojtěch and
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Moilanen, Katja and
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Sansone, Susanna-Assunta and
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Stavropoulos, Tassos},
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title = {D2.5 OSTrails Commons Specifications},
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month = jan,
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year = 2025,
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publisher = {Zenodo},
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doi = {10.5281/zenodo.14795060},
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}
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