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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 comprehensive guide to network programming with a supportive tone and high transparency.
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 | 2026-03-05 14:45 | eval_success | PSQ evaluated: g-PSQ=0.480 (3 dims) | - - | | 2026-03-05 14:45 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) | | | 2026-03-05 14:39 | eval_success | PSQ evaluated: g-PSQ=0.481 (3 dims) | - - | | 2026-03-05 14:39 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) | | | 2026-03-03 08:43 | eval_success | Lite evaluated: Neutral (0.06) | - - | | 2026-03-03 08:43 |
eval
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Evaluated by llama-4-scout-wai: +0.06 (Neutral) | | | reasoning Technical guide on network programming, no explicit rights discussion or UDHR alignment | | 2026-03-03 08:43 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 08:42 | eval_success | Lite evaluated: Neutral (0.08) | - - | | 2026-03-03 08:42 |
eval
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Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) | | | reasoning Technical guide with open access | | 2026-03-03 08:42 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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