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Model Comparison
| Model | Editorial | Structural | Class | Conf | SETL | Theme | | deepseek/deepseek-v3.2-20251201 | +0.14 | ND | Mild positive | 0.05 | — | Accountability & Corruption | | @cf/meta/llama-4-scout-17b-16e-instruct lite | +0.40 | ND | Moderate positive | 0.80 | 0.00 | Academic Freedom | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | +0.20 | ND | Mild positive | 0.60 | 0.00 | Academic Freedom | | Section | deepseek/deepseek-v3.2-20251201 | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | | Preamble | 0.20 | ND | ND | | Article 1 | ND | ND | ND | | Article 2 | ND | ND | ND | | Article 3 | ND | ND | ND | | Article 4 | 0.20 | ND | ND | | Article 5 | 0.20 | ND | ND | | Article 6 | ND | ND | ND | | Article 7 | ND | ND | ND | | Article 8 | ND | ND | ND | | Article 9 | ND | ND | ND | | Article 10 | ND | ND | ND | | Article 11 | ND | ND | ND | | Article 12 | ND | ND | ND | | Article 13 | ND | ND | ND | | Article 14 | ND | ND | ND | | Article 15 | ND | ND | ND | | Article 16 | ND | ND | ND | | Article 17 | ND | ND | ND | | Article 18 | 0.20 | ND | ND | | Article 19 | 0.20 | ND | ND | | Article 20 | ND | ND | ND | | Article 21 | ND | ND | ND | | Article 22 | ND | ND | ND | | Article 23 | ND | ND | ND | | Article 24 | ND | ND | ND | | Article 25 | ND | ND | ND | | Article 26 | -0.20 | ND | ND | | Article 27 | ND | ND | ND | | Article 28 | ND | ND | ND | | Article 29 | 0.20 | ND | ND | | Article 30 | ND | ND | ND | | Summary ~lite Academic Freedom Exposes Exposes Epstein's attempt to establish behavioral engineering institute at Stanford, implicating human rights concerns
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
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Longitudinal
1 HN snapshots · 3 evals | |
Audit Trail
8 entries | 2026-03-01 20:53 | eval_success | Evaluated: Mild positive (0.14) | - - | | 2026-03-01 20:53 |
eval
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Evaluated by deepseek-v3.2: +0.14 (Mild positive) 14,432 tokens | | | 2026-02-28 10:52 | eval_success | Lite evaluated: Moderate positive (0.40) | - - | | 2026-02-28 10:52 |
eval
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Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) | | | reasoning Editorial on Epstein's attempt to establish institute, implicates human rights concerns | | 2026-02-28 10:52 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 1R | - - | | 2026-02-28 03:50 | eval_success | Light evaluated: Mild positive (0.20) | - - | | 2026-02-28 03:50 |
eval
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Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) | | | 2026-02-27 17:47 | credit_exhausted | Credit balance too low, pausing provider for 30 min | - - | | |
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