CyberScholar¶
Product or Programme · All products and programmes
Evidence · 2 claims (1 for, 1 against) · 1 study (1 qualitative),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
CyberScholar is a multimodal, multilingual writing workspace developed by Zheldibayeva et al. that provides rubric-aligned AI, peer, teacher, and self-reflection support for student writing.
Components¶
Claims¶
- K-12 students across five schools valued CyberScholar's detailed, specific, rubric-aligned feedback as helpful for identifying areas to revise [+M]
- Some students found the automated star ratings inconsistent, receiving different scores for the same unchanged submission [-M]
Related Products and Programmes¶
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Key Sources¶
- Raigul Zheldibayeva, Ana Karina de Oliveira Nascimento, Vania Castro, Bill Cope and Mary Kalantzis. (2025). Generative AI Feedback, English Writing and Teacher Rubrics: A Multiple-Case Study of CyberScholar.
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
cyberscholar |
title |
CyberScholar |
description |
CyberScholar is a multimodal, multilingual writing workspace developed by Zheldibayeva et al. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
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