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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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| Summary ~lite Neutral article about updated pop culture references in 'Pretty Little Liars' on Kindle.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
5 HN snapshots · 2 evals | |
Audit Trail
5 entries | 2026-03-13 20:46 | eval_success | PSQ evaluated: g-PSQ=-0.040 (3 dims) | - - | | 2026-03-13 20:46 |
eval
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Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) | | | 2026-03-13 20:29 | eval_success | Lite evaluated: Moderate negative (-0.40) | - - | | 2026-03-13 20:29 |
eval
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Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) | | | reasoning The content discusses updated pop culture references in a book, no human rights discussion. | | 2026-03-13 20:29 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | |
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