@article{beforeyouinterprettheprofilevalidityscal,
  title = {Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report},
  author = {Jon-Paul Cacioli},
  year = {2026},
  eprint = {2604.17707},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.17707},
}