ND Attractive students no longer receive better results as classes moved online (www.sciencedirect.com)
360 points by jdthedisciple 10 days ago | 514 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses study on online learning and student grades.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 581 HN snapshots · 84 evals
+1 0 −1 HN
Audit Trail 104 entries
2026-03-26 22:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-26 22:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-26 22:17 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-26 22:17 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-26 22:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-26 21:41 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-26 21:41 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-26 21:23 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-26 21:23 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-26 21:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-26 20:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-26 20:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-26 20:25 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-26 20:25 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-26 20:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-26 19:42 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-26 19:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-26 19:29 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-26 19:29 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-26 19:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-26 18:47 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-26 18:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-26 18:32 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-26 18:32 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-26 18:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-26 17:04 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-26 17:04 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-26 16:51 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-26 16:51 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) +0.01
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-26 16:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-25 23:42 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-25 23:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-25 23:26 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-25 23:26 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 22:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-25 21:35 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 20:31 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-25 20:23 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 19:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-25 19:09 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 17:41 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 17:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-25 16:21 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 15:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-25 15:04 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 14:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-25 13:52 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 04:25 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 03:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-25 03:13 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 02:06 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-25 01:56 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-25 00:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-25 00:48 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-24 23:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-24 23:03 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-24 21:59 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-24 21:45 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-24 20:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-24 20:05 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-24 19:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-24 18:48 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-24 17:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-24 17:21 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-24 16:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-24 15:58 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-24 00:28 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral)
2026-03-24 00:25 eval Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative)
reasoning
Technical content, zero rights discussion
2026-03-23 23:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 22:55 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 22:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-23 22:18 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 21:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-23 21:40 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 21:04 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 21:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 20:23 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 20:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 19:45 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 19:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-23 19:09 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 19:07 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-23 18:29 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 18:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 17:55 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 17:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-23 17:16 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 17:13 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-23 16:35 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 16:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-23 15:58 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 15:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-23 15:21 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 15:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-23 14:44 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-23 14:42 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 14:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-23 14:06 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 13:33 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-23 13:32 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 12:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-23 12:54 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Academic article on student beauty and grades, no explicit rights discussion
2026-03-23 12:19 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-23 12:19 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
Academic article on student beauty and grades, no explicit rights discussion