Ensuring Adherence to Standards in Experiment-Related Metadata Entered Via Spreadsheets

Abstract Scientists increasingly recognize the importance of providing rich, standards-adherent metadata to describe their experimental results. Despite the availability of sophisticated tools to assist in the process of data annotation, investigators generally seem to prefer to use spreadsheets whe...

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Bibliographic Details
Main Authors: Martin J. O’Connor, Josef Hardi, Marcos Martínez-Romero, Sowmya Somasundaram, Brendan Honick, Stephen A. Fisher, Ajay Pillai, Mark A. Musen
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-025-04589-6
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