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Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
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Model Comparison
| Model | Editorial | Structural | Class | Conf | SETL | Theme | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | -0.04 | -0.20 | Mild negative | 0.80 | 0.18 | Medical Research | | @cf/meta/llama-4-scout-17b-16e-instruct lite | 0.00 | -0.20 | Neutral | 1.00 | 0.20 | Medical Research | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | ND | ND | — | — | — | — | | @cf/meta/llama-4-scout-17b-16e-instruct lite | ND | ND | — | — | — | — | | Section | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | @cf/meta/llama-4-scout-17b-16e-instruct lite | | Preamble | ND | ND | ND | ND | | Article 1 | ND | ND | ND | ND | | Article 2 | ND | ND | ND | ND | | Article 3 | ND | ND | ND | ND | | Article 4 | ND | ND | ND | ND | | Article 5 | ND | ND | ND | ND | | Article 6 | ND | ND | ND | ND | | Article 7 | ND | ND | ND | ND | | Article 8 | ND | ND | ND | ND | | Article 9 | ND | ND | ND | ND | | Article 10 | ND | ND | ND | ND | | Article 11 | ND | ND | ND | ND | | Article 12 | ND | ND | ND | ND | | Article 13 | ND | ND | ND | ND | | Article 14 | ND | ND | ND | ND | | Article 15 | ND | ND | ND | ND | | Article 16 | ND | ND | ND | ND | | Article 17 | ND | ND | ND | ND | | Article 18 | ND | ND | ND | ND | | Article 19 | ND | ND | ND | ND | | Article 20 | ND | ND | ND | ND | | Article 21 | ND | ND | ND | ND | | Article 22 | ND | ND | ND | ND | | Article 23 | ND | ND | ND | ND | | Article 24 | ND | ND | ND | ND | | Article 25 | ND | ND | ND | ND | | Article 26 | ND | ND | ND | ND | | Article 27 | ND | ND | ND | ND | | Article 28 | ND | ND | ND | ND | | Article 29 | ND | ND | ND | ND | | Article 30 | ND | ND | ND | ND | | Summary ~lite Medical Research Neutral MIT researchers test injectable liver cells
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
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Longitudinal
9 HN snapshots · 6 evals | |
Audit Trail
15 entries | 2026-03-04 18:44 | eval_success | Lite evaluated: Mild negative (-0.10) | - - | | 2026-03-04 18:44 |
eval
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Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00 | | | reasoning Science article on liver research | | 2026-03-04 17:41 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-04 17:41 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00 | | | reasoning Science article on MIT research, no explicit human rights discussion | | 2026-03-04 17:41 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 17:20 | eval_success | Lite evaluated: Mild negative (-0.10) | - - | | 2026-03-04 17:20 |
eval
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Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00 | | | reasoning Science article on liver research | | 2026-03-04 15:34 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-04 15:34 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 15:34 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00 | | | reasoning Science article on MIT research, no explicit human rights discussion | | 2026-03-04 15:28 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-04 15:28 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 15:28 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) | | | reasoning Science article on MIT research, no explicit human rights discussion | | 2026-03-04 15:28 | eval_success | Lite evaluated: Mild negative (-0.10) | - - | | 2026-03-04 15:28 |
eval
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Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) | | | reasoning Science article on liver research | | |
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