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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 A high school student seeks advice on finding a research field, and the community provides supportive discussion.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
190 HN snapshots · 4 evals | |
Audit Trail
10 entries | 2026-03-05 06:43 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 06:43 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) | | | 2026-03-05 06:33 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 06:33 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) | | | 2026-03-03 04:20 | eval_success | Lite evaluated: Neutral (0.10) | - - | | 2026-03-03 04:20 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 04:20 |
eval
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Evaluated by llama-4-scout-wai: +0.10 (Neutral) | | | reasoning Discussion on research field exploration, no explicit human rights discussion | | 2026-03-03 04:20 | eval_success | Lite evaluated: Neutral (0.06) | - - | | 2026-03-03 04:20 |
eval
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Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) | | | reasoning Education inquiry, neutral stance, embodies access | | 2026-03-03 04:20 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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