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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 This article discusses energy efficiency of programming languages.
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 18:51 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-05 18:51 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-05 18:43 | eval_success | PSQ evaluated: g-PSQ=-0.229 (3 dims) | - - | | 2026-03-05 18:43 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.23 (Mild negative) | | | 2026-02-28 12:27 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 12:27 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning tech article no rights stance | | 2026-02-28 12:27 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 0W 1R | - - | | 2026-02-28 12:21 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 12:21 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning tech tutorial, no human rights discussion | | 2026-02-28 12:21 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | |
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