+0.10 Tortured phrases: A dubious writing style emerging in science (www.nature.com)
329 points by DanBC 1666 days ago | 256 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Academic Integrity Acknowledges
Article discusses detecting fabricated research papers
EQ 0.60
SO 0.50
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 12 entries
2026-02-28 11:34 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 11:34 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial discusses scientific integrity, not human rights directly
2026-02-28 11:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:29 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 11:29 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:29 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on science integrity
2026-02-28 11:23 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 11:23 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Editorial on science integrity
2026-02-28 11:23 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 06:56 dlq Dead-lettered after 1 attempts: Tortured phrases: A dubious writing style emerging in science - -
2026-02-26 06:47 credit_exhausted Credit balance too low, retrying in 272s - -
2026-02-26 06:40 credit_exhausted Credit balance too low, retrying in 359s - -