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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 Technology History Neutral The article discusses the evolution of word processing file formats.
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
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Longitudinal
4 HN snapshots · 5 evals | |
Audit Trail
13 entries | 2026-03-24 18:48 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-24 18:48 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00 | | | reasoning The content discusses the evolution of word processing file formats, focusing on .doc and .docx, without explicit human | | 2026-03-24 18:48 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 1R | - - | | 2026-03-24 17:53 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-24 17:53 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00 | | | 2026-03-24 17:20 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-24 17:20 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00 | | | reasoning The content discusses the evolution of word processing file formats, focusing on .doc and .docx, without explicit human | | 2026-03-24 17:20 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-24 16:12 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-24 16:12 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-24 15:53 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-24 15:53 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) | | | reasoning The content discusses the evolution of word processing file formats, focusing on .doc and .docx, without explicit human | | 2026-03-24 15:53 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | |
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