APA (7th ed.) Citation

Cacioli, J. (2026). Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen.

Chicago Style (17th ed.) Citation

Cacioli, Jon-Paul. Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen. 2026.

MLA (9th ed.) Citation

Cacioli, Jon-Paul. Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen. 2026.

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