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

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

Corresponding BibTeX entries:

  @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},
  }

  @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},
  }