Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -0.19 Mild positive 0.80 0.49 Open Access Knowledge
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
ND EU Announces That All Scientific Articles Should Be Freely Accessible by 2020 (futurism.com)
1205 points by emartinelli 3490 days ago | 132 comments on HN ~lite vlite-2.0
Summary ~lite
EU aims for free access to scientific articles by 2020.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 5 entries
2026-03-24 01:12 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-24 01:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-24 01:09 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-24 01:09 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
reasoning
The article discusses the EU's initiative to make scientific articles freely accessible by 2020, which relates to the ri
2026-03-24 01:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -