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Alpha 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-4-scout-17b-16e-instruct lite | +0.24 | ND | Mild positive | 0.80 | 0.00 | Labor Rights | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | +0.50 | ND | Moderate positive | 0.80 | 0.00 | Worker Rights | | @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-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast 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 Labor Rights Acknowledges Article reports on Boeing's retaliation against engineers working for FAA
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
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Longitudinal
· 4 evals | |
Audit Trail
10 entries | 2026-03-05 13:26 | eval_skip | Content gate: paywall | - - | | 2026-03-01 10:09 | model_divergence | Cross-model spread 0.26 exceeds threshold (2 models) | - - | | 2026-03-01 10:09 | eval_success | Lite evaluated: Mild positive (0.24) | - - | | 2026-03-01 10:09 |
eval
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Evaluated by llama-4-scout-wai: +0.24 (Mild positive) -0.06 | | | reasoning Editorial stance on Boeing's retaliation against engineers | | 2026-03-01 10:06 | eval_success | Lite evaluated: Moderate positive (0.50) | - - | | 2026-03-01 10:06 |
eval
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Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00 | | | reasoning Investigative journalism exposes abuses | | 2026-03-01 10:04 | eval_success | Lite evaluated: Moderate positive (0.30) | - - | | 2026-03-01 10:04 |
eval
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Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) | | | reasoning Editorial stance on Boeing's retaliation against engineers | | 2026-03-01 10:02 | eval_success | Lite evaluated: Moderate positive (0.50) | - - | | 2026-03-01 10:02 |
eval
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Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) | | | reasoning Investigative journalism exposes abuses | | |
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