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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 Educational resource on distributed systems, with a clear and transparent author.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 5 evals | |
Audit Trail
12 entries | 2026-03-05 15:10 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-05 15:10 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-05 15:09 | eval_success | PSQ evaluated: g-PSQ=0.480 (3 dims) | - - | | 2026-03-05 15:09 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00 | | | 2026-03-05 15:04 | eval_success | PSQ evaluated: g-PSQ=0.480 (3 dims) | - - | | 2026-03-05 15:04 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) | | | 2026-03-03 01:49 | eval_success | Lite evaluated: Neutral (0.06) | - - | | 2026-03-03 01:49 |
eval
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Evaluated by llama-4-scout-wai: +0.06 (Neutral) | | | reasoning Technical book on distributed systems, no explicit rights discussion | | 2026-03-03 01:49 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 01:46 | eval_success | Lite evaluated: Neutral (0.08) | - - | | 2026-03-03 01:46 |
eval
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Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) | | | reasoning Technical book on distributed systems | | 2026-03-03 01:45 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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