@article{screenbeforeyouinterpretaportablevalidit,
  title = {Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals},
  author = {Jon-Paul Cacioli},
  year = {2026},
  eprint = {2604.17714},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.17714},
}