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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 The video appears to be a neutral and informative announcement about Tom Scott's return to YouTube.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 4 evals | |
Audit Trail
10 entries | 2026-03-24 00:46 | eval_success | PSQ evaluated: g-PSQ=-0.040 (3 dims) | - - | | 2026-03-24 00:46 |
eval
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Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) | | | 2026-03-24 00:45 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-24 00:45 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning YouTube video page with technical content, no explicit rights discussion | | 2026-03-24 00:45 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-24 00:28 | eval_success | PSQ evaluated: g-PSQ=0.000 (3 dims) | - - | | 2026-03-24 00:28 |
eval
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Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) | | | 2026-03-24 00:24 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-24 00:24 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Technical content, zero rights discussion | | 2026-03-24 00:24 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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