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index.qmd

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# Abstract
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Recent progress in machine learning and artificial intelligence promises to
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advance research and understanding across a wide range of fields and
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activities. In tandem, increased awareness of the importance of open data for
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reproducibility and scientific transparency is making inroads in fields that
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have not traditionally produced large publicly available datasets. Data sharing
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requirements from publishers and funders, as well as from other stakeholders,
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have also created pressure to make datasets with research and/or public
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interest value available through digital repositories. However, to make the
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best use of existing data, and facilitate the creation of useful future
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datasets, robust, interoperable and usable standards need to evolve and adapt
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over time. The open-source development model provides significant potential
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benefits to the process of standard creation and adaptation. In particular, the
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development and adaptation of standards can use long-standing socio-technical
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processes that have been key to managing the development of software, and allow
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incorporating broad community input into the formulation of these standards. By
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adhering to open-source standards to formal descriptions (e.g., by implementing
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schemata for standard specification, and/or by implementing automated standard
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validation), processes such as automated testing and continuous integration,
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which have been important in the development of open-source software, can be
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adopted in defining data and metadata standards as well. Similarly, open-source
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governance provides a range of stakeholders a voice in the development of
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standards, potentially enabling use cases and concerns that would not be taken
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into account in a top-down model of standards development. On the other hand,
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open-source models carry unique risks that need to be incorporated into the
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process.
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{{< include sections/01-introduction.qmd >}}
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{{< include sections/02-use-cases.qmd >}}
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{{< include sections/03-challenges.qmd >}}
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{{< include sections/04-cross-sector.qmd >}}
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{{< include sections/05-recommendations.qmd >}}
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{{< include sections/06-acknowledgments.qmd >}}
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{{< include sections/07-participants.qmd >}}
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# References
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# References
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:::{#refs}
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:::
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\newpage
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{{< include sections/07-participants.qmd >}}

sections/06-acknowledgments.qmd

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This report was produced following a
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[workshop held at NSF headquarters in Alexandria, VA on April 8th-9th, 2024](https://uwescience.github.io/2024-open-source-standards-workshop/).
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We would like to thank the speakers and participants in this workshop for the
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time and thought that they put into the workshop. A list of workshop participants is provided as an appendix.
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time and thought that they put into the workshop. A list of workshop participants is provided as an appendix (@sec-appendix).
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The workshop and this report were funded through [NSF grant
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#2334483](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2334483&HistoricalAwards=false)

sections/07-participants.qmd

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\newpage
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# Appendix: List of participants {.appendix}
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# Appendix: List of participants {#sec-appendix .appendix}
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| Name | Affiliation |
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|---------------------------|--------------------------------------|
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| Ray E. Habermann | Metadata Game Changers |
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| Raymond (Ray) Plante | NIST |
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| Robert Hanisch | NIST |
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| Saskia de Vries | Allen Institute for AI |
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| Saskia de Vries | Allen Institute for Neural Dynamics |
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| Steven Crawford | NASA |
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| Vani Mandava | University of Washington |
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| Yaroslav Halchenko | Dartmouth University |

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