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Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
| Summary ~lite Technology Development Neutral An article discussing the choice of technology in software development.
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
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Longitudinal
· 4 evals | |
Audit Trail
10 entries | 2026-03-07 21:21 | eval_success | Lite evaluated: Mild negative (-0.24) | - - | | 2026-03-07 21:21 |
eval
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Evaluated by llama-4-scout-wai: -0.24 (Mild negative) | | | reasoning The content is an article about choosing boring technology in software development, discussing tools and developer happi | | 2026-03-07 21:21 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 1R | - - | | 2026-03-07 21:14 | eval_success | Lite evaluated: Mild negative (-0.24) | - - | | 2026-03-07 21:14 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | 2026-03-07 21:14 |
eval
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Evaluated by llama-3.3-70b-wai: -0.24 (Mild negative) | | | reasoning Neutral tech discussion | | 2026-03-06 14:49 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-06 14:49 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-06 14:44 | eval_success | PSQ evaluated: g-PSQ=0.163 (3 dims) | - - | | 2026-03-06 14:44 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.16 (Mild positive) | | | |
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