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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 Investigation into Columbia University's U.S. News ranking data accuracy.
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
11 entries | 2026-03-05 16:07 | eval_success | PSQ evaluated: g-PSQ=0.440 (3 dims) | - - | | 2026-03-05 16:07 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) | | | 2026-03-05 16:02 | eval_success | PSQ evaluated: g-PSQ=0.290 (3 dims) | - - | | 2026-03-05 16:02 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) | | | 2026-02-28 11:02 | model_divergence | Cross-model spread 0.40 exceeds threshold (2 models) | - - | | 2026-02-28 11:02 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:02 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning Editorial investigating Columbia's ranking, no rights stance | | 2026-02-28 11:02 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | 2026-02-28 10:58 | eval_success | Lite evaluated: Moderate positive (0.40) | - - | | 2026-02-28 10:58 |
eval
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Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) | | | reasoning Investigative journalism on ranking manipulation | | 2026-02-28 10:58 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 0W 1R | - - | | |
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