To cite AIGENIE in publications, use: Russell-Lasalandra, L. L., Christensen, A. P., & Golino, H. (2025, August 29). Generative Psychometrics via AI-GENIE: Automatic Item Generation with Network-Integrated Evaluation. https://doi.org/10.31234/osf.io/fgbj4_v2 A BibTeX entry for LaTeX users is @Misc{, title = {Generative Psychometrics via AI-GENIE: Automatic Item Generation with Network-Integrated Evaluation}, author = {Lara L. Russell-Lasalandra and Alexander P. Christensen and Hudson Golino}, year = {2025}, month = {August}, day = {29}, publisher = {PsyArXiv}, doi = {10.31234/osf.io/fgbj4_v2}, url = {https://doi.org/10.31234/osf.io/fgbj4_v2}, } For the embedding dimensionality comparison, cite: Garrido, L., Russell-Lasalandra, L. L., & Golino, H. (2025, December 30). Estimating Dimensional Structure in Generative Psychometrics: Comparing PCA and Network Methods Using Large Language Model Item Embeddings. https://doi.org/10.31234/osf.io/2s7pw_v1 A BibTeX entry for LaTeX users is @Misc{, title = {Estimating Dimensional Structure in Generative Psychometrics: Comparing PCA and Network Methods Using Large Language Model Item Embeddings}, author = {Luis Garrido and Lara L. Russell-Lasalandra and Hudson Golino}, year = {2025}, month = {December}, day = {30}, publisher = {PsyArXiv}, doi = {10.31234/osf.io/2s7pw_v1}, url = {https://doi.org/10.31234/osf.io/2s7pw_v1}, }