AWhat changed
Proposed a structured dataset datasheet covering motivation, composition, collection and recommended use.
Scientific scope
The record is the exact seven-author work, first circulated in 2018 and published in Communications of the ACM in 2021. It does not treat documentation as proof of dataset quality or safety, or absorb model cards and later data-governance standards.
Evidence
The linked sources identify this contribution and its scope. WRS has not independently reconstructed the scientific claims. The record is the exact seven-author work, first circulated in 2018 and published in Communications of the ACM in 2021. It does not treat documentation as proof of dataset quality or safety, or absorb model cards and later data-governance standards.
Contributors
- Timnit Gebru · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Jamie Morgenstern · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Briana Vecchione · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Jennifer Wortman Vaughan · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Hanna Wallach · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Hal Daumé III · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Kate Crawford · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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