Source Trust Dashboard
Authority assessment of content sources across all pillars
| Source | Type | Authority Score | Total References | Items Using | High-Confidence Items |
|---|---|---|---|---|---|
| academic | unknown | 0.3 | 75 | 46 | 4 |
| arXiv | peer-reviewed | 0.9 | 378 | 178 | 5 |
| book | unknown | 0.3 | 3 | 3 | 0 |
| documentation | unknown | 0.3 | 13 | 8 | 0 |
| educational | unknown | 0.3 | 140 | 28 | 28 |
| Hacker News | community | 0.5 | 609 | 109 | 5 |
| industry | unknown | 0.3 | 55 | 9 | 5 |
| nber | unknown | 0.3 | 4 | 4 | 0 |
| PubMed | peer-reviewed | 0.9 | 203 | 100 | 5 |
| regulator | unknown | 0.3 | 2 | 2 | 0 |
| regulatory | unknown | 0.3 | 72 | 10 | 5 |
| sec-edgar | unknown | 0.3 | 16 | 16 | 0 |
| ssrn | unknown | 0.3 | 13 | 13 | 0 |
| synthesized | unknown | 0.3 | 43 | 17 | 3 |
Legitimacy Assessment
- Peer-reviewed (arXiv, PubMed): authority 0.9 — pre-prints and academic publications with editorial oversight
- Community (Hacker News): authority 0.5 — technically informed but lacks formal peer review