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The authors considered this problem by examining the domains, objectives, and architectures of nine metadata schemes used to document scientific data in the physical, life, and social sciences.
Moreover, previous experience of applying generic metadata schemes to specific scientific data sets, such as the eBank project [40], highlighted the limitations of Dublin Core.
In-person conversation also helps uncover tacit knowledge and reveal rich details of data in ways that standardized metadata schemes cannot achieve when describing data and representing knowledge.
"Analysis and Synthesis of Metadata Goals for Scientific Data" by Craig Willis, Jane Greenberg et al. The proliferation of discipline-specific metadata schemes contributes to artificial barriers that can impede interdisciplinary and transdisciplinary research.
JERM enables useful comparability by a minimal compromise of metadata schemes differing between projects.
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Accordingly, we have designed a new metadata scheme for Belle II which significantly reduces disk space and propose a new metadata service which provides good performance and scalability based on AMGA (Arda Metadata catalog for Grid Application).
What metadata scheme should we use and how do we capture it?
The work presented in this paper outlines a high-level descriptive metadata scheme.
We have furthermore defined both a general and extended metadata scheme for the storage, citation and searching primary datasets.
They used a mixed-methods content analysis and Greenberg's (2005) metadata objectives, principles, domains, and architectural layout (MODAL) framework, and derived 22 metadata-related goals from textual content describing each metadata scheme.
To comprehensively meet the challenges posed by the Dial a Molecule network there are some specific requirements of a metadata scheme.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com