# Machine Learning Mixed Methods Text Analysis: An Illustration From Automated Scoring Models of Student Writing in Biology Education

> Research article (Journal of Mixed Methods Research, 2023) · cited 28× · AI/ML

**Wikidata**: [openalex:W4319068540](https://www.wikidata.org/wiki/openalex:W4319068540)  
**Source**: https://4ort.xyz/entity/machine-learning-mixed-methods-text-analysis-an-illustration-from-automated-scoring-models-of-student-writing-in-biology