Towards ensuring reproducibility of outsourced data generation.
"Big data" generated from outsourced or centralized facilities often lacks methodological information. Here, we outline how and why researchers, service providers, and other parties should report on methodology and sample metadata to improve scientific reproducibility.
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS Biology |
| Online Access: | https://doi.org/10.1371/journal.pbio.3002988 |
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| _version_ | 1849315685224677376 |
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| author | Daniel B Sloan Mark D Stenglein |
| author_facet | Daniel B Sloan Mark D Stenglein |
| author_sort | Daniel B Sloan |
| collection | DOAJ |
| description | "Big data" generated from outsourced or centralized facilities often lacks methodological information. Here, we outline how and why researchers, service providers, and other parties should report on methodology and sample metadata to improve scientific reproducibility. |
| format | Article |
| id | doaj-art-78ceae8d156f48e29a7b6cac652b96f2 |
| institution | Kabale University |
| issn | 1544-9173 1545-7885 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS Biology |
| spelling | doaj-art-78ceae8d156f48e29a7b6cac652b96f22025-08-20T03:52:04ZengPublic Library of Science (PLoS)PLoS Biology1544-91731545-78852025-01-01231e300298810.1371/journal.pbio.3002988Towards ensuring reproducibility of outsourced data generation.Daniel B SloanMark D Stenglein"Big data" generated from outsourced or centralized facilities often lacks methodological information. Here, we outline how and why researchers, service providers, and other parties should report on methodology and sample metadata to improve scientific reproducibility.https://doi.org/10.1371/journal.pbio.3002988 |
| spellingShingle | Daniel B Sloan Mark D Stenglein Towards ensuring reproducibility of outsourced data generation. PLoS Biology |
| title | Towards ensuring reproducibility of outsourced data generation. |
| title_full | Towards ensuring reproducibility of outsourced data generation. |
| title_fullStr | Towards ensuring reproducibility of outsourced data generation. |
| title_full_unstemmed | Towards ensuring reproducibility of outsourced data generation. |
| title_short | Towards ensuring reproducibility of outsourced data generation. |
| title_sort | towards ensuring reproducibility of outsourced data generation |
| url | https://doi.org/10.1371/journal.pbio.3002988 |
| work_keys_str_mv | AT danielbsloan towardsensuringreproducibilityofoutsourceddatageneration AT markdstenglein towardsensuringreproducibilityofoutsourceddatageneration |