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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 | ND | ND | — | 0.87 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | ND | ND | — | 0.73 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | 0.00 | +0.10 | Neutral | 0.80 | -0.10 | Astronomy Research | | @cf/meta/llama-4-scout-17b-16e-instruct lite | 0.00 | 0.00 | Neutral | 1.00 | 0.00 | Astronomy | | 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 Wikipedia page on Little red dot (astronomical object) appears safe and credible.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
4 HN snapshots · 5 evals | |
Audit Trail
13 entries | 2026-03-05 07:02 | eval_success | PSQ evaluated: g-PSQ=0.440 (3 dims) | - - | | 2026-03-05 07:02 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) | | | 2026-03-05 06:52 | eval_success | PSQ evaluated: g-PSQ=0.198 (3 dims) | - - | | 2026-03-05 06:52 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) | | | 2026-03-03 00:45 | eval_success | Lite evaluated: Neutral (0.07) | - - | | 2026-03-03 00:45 |
eval
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Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.04 | | | reasoning Astronomy wiki page, no rights discussion | | 2026-03-03 00:45 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | 2026-03-03 00:43 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-03 00:43 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning Wikipedia page on astronomical object, no rights discussion or implications | | 2026-03-03 00:42 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 2W 0R | - - | | 2026-03-03 00:40 | eval_success | Lite evaluated: Neutral (0.03) | - - | | 2026-03-03 00:40 |
eval
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Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) | | | reasoning Astronomy wiki page, no rights discussion | | 2026-03-03 00:40 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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