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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 Article critiques the profit-driven scientific publishing industry and advocates for publicly owned, democratically controlled publishing.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 2 evals | |
Audit Trail
4 entries | 2026-03-11 01:35 | eval_success | PSQ evaluated: g-PSQ=0.440 (3 dims) | - - | | 2026-03-11 01:35 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) | | | 2026-03-11 01:30 | eval_success | Lite evaluated: Mild positive (0.15) | - - | | 2026-03-11 01:30 |
eval
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Evaluated by llama-4-scout-wai: +0.15 (Mild positive) | | | reasoning The article discusses the scientific publishing industry, its impact on access to knowledge, and potential alternatives. | | |
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