“Adaptive Goal Commitment Mechanisms for Crowdsourcing Platforms: Evidence from Behavioral Operations”. International Journal of Artificial Intelligence Engineering and Systems, vol. 1, no. 2, July 2026, https://www.ijaies.org/index.php/home/article/view/85.