Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 +0.21 +0.17 Mild positive 0.35 0.10 Environmental Health & Science
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Environmental Conservation
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Environmental Conservation
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble 0.16 ND ND
Article 1 ND ND ND
Article 2 ND ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 ND ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 ND ND ND
Article 12 0.16 ND ND
Article 13 0.14 ND ND
Article 14 ND ND ND
Article 15 0.16 ND ND
Article 16 ND ND ND
Article 17 0.26 ND ND
Article 18 0.20 ND ND
Article 19 0.30 ND ND
Article 20 0.10 ND ND
Article 21 0.10 ND ND
Article 22 0.20 ND ND
Article 23 0.10 ND ND
Article 24 ND ND ND
Article 25 0.40 ND ND
Article 26 0.26 ND ND
Article 27 0.22 ND ND
Article 28 0.20 ND ND
Article 29 0.20 ND ND
Article 30 ND ND ND
Longitudinal 345 HN snapshots · 23 evals
+1 0 −1 HN
Audit Trail 43 entries
2026-03-01 20:44 eval_success Evaluated: Mild positive (0.22) - -
2026-03-01 20:44 eval Evaluated by deepseek-v3.2: +0.22 (Mild positive) 12,111 tokens -0.04
2026-03-01 20:44 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 2R - -
2026-03-01 13:34 eval_success Evaluated: Mild positive (0.25) - -
2026-03-01 13:34 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 47R - -
2026-03-01 13:34 eval Evaluated by deepseek-v3.2: +0.25 (Mild positive) 11,156 tokens -0.18
2026-03-01 03:00 dlq_auto_replay DLQ auto-replay: message 97872 re-enqueued - -
2026-02-28 16:58 dlq Dead-lettered after 1 attempts: Otters as Bioindicators of Estuarine Health - -
2026-02-28 16:58 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 16:45 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 12:41 eval_success Evaluated: Moderate positive (0.43) - -
2026-02-28 12:41 rater_validation_warn Validation warnings for model deepseek-v3.2: 1W 0R - -
2026-02-28 12:41 model_divergence Cross-model spread 0.43 exceeds threshold (3 models) - -
2026-02-28 12:41 eval Evaluated by deepseek-v3.2: +0.43 (Moderate positive) 11,385 tokens -0.02
2026-02-28 10:06 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 10:06 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:06 model_divergence Cross-model spread 0.45 exceeds threshold (3 models) - -
2026-02-28 10:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article on otters as bioindicators, no direct human rights stance
2026-02-28 08:52 model_divergence Cross-model spread 0.45 exceeds threshold (3 models) - -
2026-02-28 08:52 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article on otters as bioindicators, no direct human rights stance
2026-02-28 08:52 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:48 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:48 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:48 model_divergence Cross-model spread 0.45 exceeds threshold (3 models) - -
2026-02-28 08:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Scientific editorial neutral
2026-02-28 08:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article on otters as bioindicators, no direct human rights stance
2026-02-28 07:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article on otters as bioindicators, no direct human rights stance
2026-02-28 07:26 eval Evaluated by deepseek-v3.2: +0.45 (Moderate positive) 10,995 tokens +0.19
2026-02-28 07:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Scientific editorial neutral
2026-02-28 06:37 eval Evaluated by deepseek-v3.2: +0.26 (Mild positive) 10,853 tokens
2026-02-28 05:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Scientific editorial neutral
2026-02-28 04:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Scientific editorial neutral
2026-02-28 03:58 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Scientific editorial neutral
2026-02-28 02:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article on otters as bioindicators, no direct human rights stance
2026-02-28 02:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Scientific editorial neutral
2026-02-28 02:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article on otters as bioindicators, no direct human rights stance
2026-02-28 01:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article on otters as bioindicators, no direct human rights stance
2026-02-28 01:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Scientific editorial neutral
2026-02-28 01:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Scientific editorial neutral
2026-02-28 01:01 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Scientific editorial neutral
2026-02-28 00:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article on otters as bioindicators, no direct human rights stance
2026-02-28 00:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Scientific article on otters as bioindicators, no direct human rights stance