PAPER
Abstract
GROUND TRUTH
Original human reviews
ATOMIC EVALUATION
Corrected human-review issues
1 citation/editorial
2 local clarification
3 bounded analysis or experiment
4 major central evidence
5 core validity or redesign
DEEPSEEK · INKLING · KIMI · QWEN
Multimodel persona candidates
The pool contains 128 DeepSeek V4 Flash, 64 Inkling NVFP4, 32 Kimi-K3, and 32 Qwen3.8 candidates. Every card names its generating model. Green candidates match at least one corrected human issue at probability ≥ 0.70 under GPT-5.6 Sol High.