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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 The article highlights Valve's positive contributions to the open-source community.
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 14:25 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 14:25 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-05 14:16 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-05 14:16 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.12 (Mild positive) | | | 2026-03-04 10:45 | eval_success | Lite evaluated: Moderate negative (-0.40) | - - | | 2026-03-04 10:45 |
eval
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Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00 | | | reasoning tech article, no explicit rights discussion, high transparency | | 2026-03-04 10:45 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 10:40 | eval_success | Lite evaluated: Moderate negative (-0.40) | - - | | 2026-03-04 10:40 |
eval
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Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) | | | reasoning tech article, no explicit rights discussion, high transparency | | 2026-03-04 10:40 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 10:37 | eval_success | Lite evaluated: Moderate negative (-0.48) | - - | | 2026-03-04 10:37 |
eval
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Evaluated by llama-3.3-70b-wai: -0.48 (Moderate negative) | | | reasoning tech news with positive tone | | |
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