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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 technical blog post on adding type hints to urllib3, promoting code correctness and resilience.
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 16:51 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 16:51 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00 | | | 2026-03-05 16:45 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 16:45 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-05 16:39 | eval_success | PSQ evaluated: g-PSQ=0.481 (3 dims) | - - | | 2026-03-05 16:39 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) | | | 2026-02-28 11:32 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:32 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning Editorial on technical topic, no human rights discussion | | 2026-02-28 11:32 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | 2026-02-28 11:21 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:21 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 0W 1R | - - | | 2026-02-28 11:21 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Technical blog post | | |
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