# zenodo/reproducibility-package-for-machine-learning-driven-assessment-of-the-eq-5281-zenodo.21149505

> Source: <https://huggingbay.xyz/artifact/datacite-10.5281-zenodo.21149505>
> Published: 2026-07-03 02:17:23+00:00

# zenodo/reproducibility-package-for-machine-learning-driven-assessment-of-the-eq-5281-zenodo.21149505

zenodo/reproducibility-package-for-machine-learning-driven-assessment-of-the-eq-5281-zenodo.21149505: Reproducibility package for "Machine learning–driven assessment of the equity–performance relationship in university budget allocation: A panel study of U.S.

- License
- cc-by-4.0
- Size
- unknown (upstream file sizes are not indexed yet)
- Demand
- no demand yet
- Trust
- Needs review 0/100
- Trusted download
- External or needs review
- Run fit
- Needs file-size review: Unknown until file sizes are indexed
- Files
- 0 hosted / 0 total
- Scan status
- pending
- Hosting status
- external
- Upstream
- 10.5281/zenodo.21149505
- Declared license
- cc-by-4.0
- Pipeline
- dataset
- Library
- datacite
- Task categories
- dataset

## About this artifact

External DataCite DOI dataset metadata for 10.5281/zenodo.21149505. Dataset files remain upstream; Hugging Bay uses this DOI metadata for discovery, provenance, and dedupe.

## Trusted download

External or needs review. No Hugging Bay hosted download is available until source, license, and safety checks pass.

- Hosted files
- 0 of 0
- Reviewed peer-assisted fallbacks
- 0
- Download plan
[Download-plan JSON](/api/artifacts/datacite-10.5281-zenodo.21149505/download-plan)- Trust bundle
[Trust-bundle JSON](/api/trust-bundles/datacite-10.5281-zenodo.21149505)- Review summary
[Review-summary JSON](/api/artifacts/datacite-10.5281-zenodo.21149505/review-summary)- Distribution
[Reviewed peer-fallback JSON](/api/artifacts/datacite-10.5281-zenodo.21149505/distribution)

## Can I run this?

Needs file-size review. Unknown until file sizes are indexed. Open the files API, source page, or request a reviewed mirror with file-size expansion.

- Estimated footprint
- unknown
- Suggested runners
- Inspect local kit
- Runtime files
- 0
- Local kit
[Local run kit](/local-kit/datacite-10.5281-zenodo.21149505)

Run-fit warnings: File sizes are incomplete; inspect files or upstream before planning hardware.; Hugging Bay is showing metadata only until reviewed hosted files exist.

- License: pass - cc-by-4.0
- Provenance: pass - 10.5281/zenodo.21149505
- Scan: warn - pending
- Hosted files: warn - external metadata only
- Signed manifest: fail - not final yet
- Community: warn - no reviews yet
- Benchmarks: warn - no benchmark evidence

## Machine-readable card

[Open interactive artifact page](/#/artifact/datacite-10.5281-zenodo.21149505)