@inproceedings{firetto-etal-2025-ai,
    title = "{AI}-Powered Coding of Elementary Students' Small-Group Discussions about Text",
    author = "Firetto, Carla  and
      Murphy, P. Karen  and
      Yan, Lin  and
      Tang, Yue",
    editor = "Wilson, Joshua  and
      Ormerod, Christopher  and
      Beiting Parrish, Magdalen",
    booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Works in Progress",
    month = oct,
    year = "2025",
    address = "Wyndham Grand Pittsburgh, Downtown, Pittsburgh, Pennsylvania, United States",
    publisher = "National Council on Measurement in Education (NCME)",
    url = "https://preview.aclanthology.org/ingest-emnlp/2025.aimecon-wip.15/",
    pages = "125--134",
    ISBN = "979-8-218-84229-1",
    abstract = "We report reliability and validity evidence for an AI-powered coding of 371 small-group discussion transcripts. Evidence via comparability and ground truth checks suggested high consistency between AI-produced and human-produced codes. Research in progress is also investigating reliability and validity of a new ``quality'' indicator to complement the current coding."
}