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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 A welcoming guide to learning computer science with an open invitation for feedback.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 6 evals | |
Audit Trail
15 entries | 2026-03-05 11:02 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 11:02 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00 | | | 2026-03-05 10:57 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 10:57 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-05 10:48 | eval_success | PSQ evaluated: g-PSQ=0.400 (3 dims) | - - | | 2026-03-05 10:48 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.40 (Moderate positive) | | | 2026-03-03 08:48 | eval_success | Lite evaluated: Neutral (0.06) | - - | | 2026-03-03 08:48 |
eval
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Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00 | | | reasoning Educational resource, no explicit rights discussion, embodies access to knowledge | | 2026-03-03 08:48 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 08:42 | eval_success | Lite evaluated: Neutral (0.06) | - - | | 2026-03-03 08:42 |
eval
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Evaluated by llama-4-scout-wai: +0.06 (Neutral) | | | reasoning Educational resource, no explicit rights discussion, embodies access to knowledge | | 2026-03-03 08:42 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 08:41 | eval_success | Lite evaluated: Neutral (0.08) | - - | | 2026-03-03 08:41 |
eval
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Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) | | | reasoning Educational resource with open access | | 2026-03-03 08:41 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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