Automated scoring of adult ego development from sentence completions: interpretable maturity indicators derived by evolutionary prompt optimization
An automated scoring approach in which an evolutionary algorithm derives a small set of interpretable maturity indicators, each scored from sentence-completion responses by a domain-fine-tuned language model, supports automated ego-development scoring at agreement levels comparable to trained raters, and the indicators offer interpretable candidate dimensions of adult development for confirmatory and population-scale research.
Tamas Madl, S. Cook-Greuter
· Frontiers in Psychology · 0 citations