[shmercer]

Summary

• add Keller-Margulis et al. (2026) to the README journal-article reference list and vignette bibliography
• cite the study for the ReaderBench and Coh-Metrix Model 3 training sample
• correct the Model 3 grade range from Grades 2–5 to Grades 3–5
• replace the outdated peer-review placeholder text in the model-development vignette
• cite the Model 3 training sample in the getting-started guide
• update DESCRIPTION and codemeta metadata so the current recommended Model 3 models are represented

Source

Keller-Margulis, M. A., Mercer, S. H., Matta, M., & Duran, B. (2026). Identifying optimal indicators of performance using automated written-expression curriculum-based measurement: An examination of genre effects [Preprint]. EdArXiv. https://osf.io/preprints/edarxiv/36dn5_v1/

Notes

The ReaderBench description intentionally does not state that the genre-specific models were developed using the May samples. The citation is used for the study sample, writing tasks, paired-comparison human criterion, and the reported ReaderBench model-development procedure.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.

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