| |
Alpha 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 | — | 0.67 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | +0.20 | +0.10 | Mild positive | 0.80 | 0.14 | Economic Inequality | | @cf/meta/llama-4-scout-17b-16e-instruct lite | +0.20 | +0.16 | Mild positive | 0.80 | 0.09 | Economic Justice | | openai/gpt-oss-120b:free lite | ND | ND | — | — | — | — | | google/gemma-3-27b-it:free lite | ND | ND | — | — | — | — | | qwen/qwen3-coder:free 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 | openai/gpt-oss-120b:free lite | google/gemma-3-27b-it:free lite | qwen/qwen3-coder:free lite | | Preamble | ND | ND | ND | ND | ND | ND | ND | | Article 1 | ND | ND | ND | ND | ND | ND | ND | | Article 2 | ND | ND | ND | ND | ND | ND | ND | | Article 3 | ND | ND | ND | ND | ND | ND | ND | | Article 4 | ND | ND | ND | ND | ND | ND | ND | | Article 5 | ND | ND | ND | ND | ND | ND | ND | | Article 6 | ND | ND | ND | ND | ND | ND | ND | | Article 7 | ND | ND | ND | ND | ND | ND | ND | | Article 8 | ND | ND | ND | ND | ND | ND | ND | | Article 9 | ND | ND | ND | ND | ND | ND | ND | | Article 10 | ND | ND | ND | ND | ND | ND | ND | | Article 11 | ND | ND | ND | ND | ND | ND | ND | | Article 12 | ND | ND | ND | ND | ND | ND | ND | | Article 13 | ND | ND | ND | ND | ND | ND | ND | | Article 14 | ND | ND | ND | ND | ND | ND | ND | | Article 15 | ND | ND | ND | ND | ND | ND | ND | | Article 16 | ND | ND | ND | ND | ND | ND | ND | | Article 17 | ND | ND | ND | ND | ND | ND | ND | | Article 18 | ND | ND | ND | ND | ND | ND | ND | | Article 19 | ND | ND | ND | ND | ND | ND | ND | | Article 20 | ND | ND | ND | ND | ND | ND | ND | | Article 21 | ND | ND | ND | ND | ND | ND | ND | | Article 22 | ND | ND | ND | ND | ND | ND | ND | | Article 23 | ND | ND | ND | ND | ND | ND | ND | | Article 24 | ND | ND | ND | ND | ND | ND | ND | | Article 25 | ND | ND | ND | ND | ND | ND | ND | | Article 26 | ND | ND | ND | ND | ND | ND | ND | | Article 27 | ND | ND | ND | ND | ND | ND | ND | | Article 28 | ND | ND | ND | ND | ND | ND | ND | | Article 29 | ND | ND | ND | ND | ND | ND | ND | | Article 30 | ND | ND | ND | ND | ND | ND | ND | | Summary ~lite Article discusses money addiction in society, promoting critical thinking and resilience.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
| |
Longitudinal
· 6 evals | |
Audit Trail
13 entries | 2026-03-05 22:43 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 22:43 |
eval
|
Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00 | | | 2026-03-05 22:38 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 22:38 |
eval
|
Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-05 22:29 | eval_success | PSQ evaluated: g-PSQ=0.190 (3 dims) | - - | | 2026-03-05 22:29 |
eval
|
Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) | | | 2026-03-03 05:19 | eval_success | Lite evaluated: Mild positive (0.16) | - - | | 2026-03-03 05:19 |
eval
|
Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00 | | | reasoning Opinion piece on money addiction | | 2026-03-03 05:17 | eval_success | Lite evaluated: Mild positive (0.18) | - - | | 2026-03-03 05:17 |
eval
|
Evaluated by llama-4-scout-wai: +0.18 (Mild positive) | | | reasoning Editorial discusses wealth inequality, structural embodies access to information | | 2026-03-03 05:17 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 1R | - - | | 2026-03-03 05:14 | eval_success | Lite evaluated: Mild positive (0.16) | - - | | 2026-03-03 05:14 |
eval
|
Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) | | | reasoning Opinion piece on money addiction | | |
| |