APA (7th ed.) Citation

Cacioli, J. (2026). Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals.

Chicago Style (17th ed.) Citation

Cacioli, Jon-Paul. Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals. 2026.

MLA (9th ed.) Citation

Cacioli, Jon-Paul. Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals. 2026.

Warning: These citations may not always be 100% accurate.