| |
Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
|
Model Comparison
| Model | Editorial | Structural | Class | Conf | SETL | Theme | | @cf/meta/llama-4-scout-17b-16e-instruct lite | ND | ND | — | 0.80 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | ND | ND | — | 0.80 | — | — | | @cf/meta/llama-4-scout-17b-16e-instruct lite | +0.40 | +0.16 | Moderate positive | 0.80 | 0.31 | LGBTQ+ Family | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | -0.04 | +0.16 | Neutral | 0.80 | -0.18 | Family Love | | Section | @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 | @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 A personal essay about a daughter's discovery of her father's love letters and his hidden life.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
| |
Longitudinal
· 4 evals | |
Audit Trail
8 entries | 2026-03-05 10:58 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 10:58 |
eval
|
Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-05 10:51 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 10:51 |
eval
|
Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) | | | 2026-03-03 05:15 | eval_success | Lite evaluated: Moderate positive (0.30) | - - | | 2026-03-03 05:15 |
eval
|
Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) | | | reasoning Personal blog post about family, love, and identity, touching on LGBTQ+ themes | | 2026-03-03 05:11 | eval_success | Lite evaluated: Neutral (0.06) | - - | | 2026-03-03 05:11 |
eval
|
Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) | | | reasoning Personal blog post, neutral stance, embodies family/love | | |
| |