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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-3.3-70b-instruct-fp8-fast lite | ND | ND | — | 0.70 | — | — | | @cf/meta/llama-4-scout-17b-16e-instruct lite | ND | ND | — | 0.60 | — | — | | @cf/meta/llama-4-scout-17b-16e-instruct lite | +0.10 | ND | Mild positive | 0.80 | 0.00 | Personal Safety | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | +0.04 | ND | Neutral | 0.80 | 0.00 | Academic Freedom | | Section | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast 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 Personal safety issues impact PhD
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
466 HN snapshots · 5 evals | |
Audit Trail
10 entries | 2026-03-07 23:28 | eval_success | PSQ evaluated: g-PSQ=0.543 (3 dims) | - - | | 2026-03-07 23:28 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.54 (Moderate positive) +0.12 | | | 2026-03-07 23:23 | eval_success | PSQ evaluated: g-PSQ=0.089 (3 dims) | - - | | 2026-03-07 23:23 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) | | | 2026-03-07 23:23 | eval_success | PSQ evaluated: g-PSQ=0.419 (3 dims) | - - | | 2026-03-07 23:23 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) | | | 2026-03-07 23:23 | eval_success | Lite evaluated: Mild positive (0.10) | - - | | 2026-03-07 23:23 |
eval
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Evaluated by llama-4-scout-wai: +0.10 (Mild positive) | | | reasoning Discussion of personal safety issues, victim blaming, and career impact | | 2026-03-07 23:23 | eval_success | Lite evaluated: Neutral (0.04) | - - | | 2026-03-07 23:23 |
eval
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Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) | | | reasoning Personal safety issues impact PhD | | |
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