Resource Pipeline
Per-resource pipeline outcomes during the last 90 days. Tracks fetch reachability (ok / paywall / dead), citation_content fill rate, and resources stuck mid-pipeline (fetched but not enriched).
Fetched in window
21,359
31,785 resources total
Citation content fill
0.1%
15 with full text
Metadata only
0
Title fetched, no body text
Stuck (not enriched)
0
Fetched, awaiting classify/enrich
Fetch status distribution
19,483ok696dead640error231timeout227not_found50paywall32soft_404
Enrichment pipeline stage
20,012enriched1,345none2classified
Stuck resources (0)
Resources that have been fetched but never reached the classified / enriched stage. Sorted oldest first — the top entries are the most stale.
No stuck resources in the selected window.
Recent fetches
25 most recently fetched resources matching the current filter.
25 results
| Title | URL | |||
|---|---|---|---|---|
| Highly Accurate Protein Structure Prediction with AlphaFold | https://www.nature.com/articles/s41586-021-03819-2 | paywall | enriched | 3 weeks ago |
| Nature interview 2024 | https://www.nature.com/ | paywall | enriched | 5 weeks ago |
| Mastering the game of Go with deep neural networks and tree search | https://www.nature.com/articles/nature16961 | paywall | enriched | 8 weeks ago |
| (no title) | https://www.nature.com/articles/nbt.3369 | paywall | none | 2 months ago |
| CZI’s Biohub: Leading a new era of AI-powered biology | https://www.chanzuckerberg.com/science | paywall | none | 2 months ago |
| Investing Our Endowment - Chan Zuckerberg Initiative | https://chanzuckerberg.com/about/ | paywall | none | 2 months ago |
| Education - Chan Zuckerberg Initiative | https://chanzuckerberg.com/education/ | paywall | none | 2 months ago |
| Chan Zuckerberg Initiative - Our Work | https://www.chanzuckerberg.com/ | paywall | none | 2 months ago |
| Newsroom - Chan Zuckerberg Initiative | https://chanzuckerberg.com/newsroom/ | paywall | enriched | 2 months ago |
| (no title) | https://www.nature.com/articles/s41586-023-06221-2 | paywall | none | 3 months ago |
| (no title) | https://www.nature.com/articles/s41586-024-07421-0 | paywall | none | 3 months ago |
| Learning representations by back-propagating errors | https://www.nature.com/articles/323533a0 | paywall | enriched | 3 months ago |
| published in Nature in November 2023 | https://www.nature.com/articles/s41586-023-06735-9 | paywall | enriched | 3 months ago |
| Deep Learning | https://www.nature.com/articles/nature14539 | paywall | enriched | 3 months ago |
| 2025 systematic review in npj Digital Medicine | https://www.nature.com/articles/s41746-025-02119-7 | paywall | enriched | 3 months ago |
| Nature - AI Compute Governance | https://www.nature.com/articles/s41586-024-07026-7 | paywall | enriched | 3 months ago |
| Security challenges by AI-assisted protein design | https://www.embopress.org/doi/full/10.1038/s44319-024-00124-7 | paywall | enriched | 3 months ago |
| international AI treaty | https://www.nature.com/articles/s41599-024-03560-x | paywall | enriched | 3 months ago |
| Betley et al., *Training large language models on narrow tasks can lead to broad misalignment*, Nature (https://go.na... | https://go.nature.com/49V2wla | paywall | enriched | 3 months ago |
| 2024 Chemistry Nobel: AlphaFold - Nature | https://www.nature.com/articles/d41586-024-03214-7 | paywall | enriched | 3 months ago |
| Far-UVC light: A new tool to control the spread of airborne-mediated microbial diseases | https://www.nature.com/articles/s41598-018-21058-w | paywall | enriched | 3 months ago |
| Nature Digital Medicine (2025) | https://www.nature.com/articles/s41746-025-02008-z | paywall | enriched | 3 months ago |
| Detection tools unreliable | https://www.nature.com/articles/d41586-023-00056-7 | paywall | enriched | 3 months ago |
| AI Now Beats Humans at Basic Tasks - Nature | https://www.nature.com/articles/d41586-024-01087-4 | paywall | enriched | 3 months ago |
| Ina Garten has no regrets on staying child-free: 'I love my life the way it is now' | https://www.nbcnews.com/tech/security/deepfake-elon-musk-used-scam-elderly-man-690000-rcna173429 | paywall | enriched | 3 months ago |