<p class="jove_content">This study develops a three-tier evaluation framework and fairness mediation model to assess AI-assisted English writing systems. Using 764 cross-linguistic samples, results show accuracy disparities, fairness bias against non-native learners (especially Chinese A2 proficiency level), and fairness perception as the key mediator of user satisfaction, offering theoretical and practical implications.</p>

explainable-ai-framework-for-accuracy-fairness-learner-perception

Explainable AI Framework for Accuracy, Fairness, and Learner Perception in English Writing Assessment

In the context of global educational digital transformation, automated writing evaluation (AWE) has been widely adopted due to its real-time and ...

<p class="jove_content">This study provides a systematically optimized procedure of CRISPR/Cas9 ribonuclease-based construction of homozygous locust mutants as well as a detailed method for cryopreservation and resuscitation of the locust eggs.</p>

construction-homozygous-mutants-migratory-locust-using-crisprcas9

Construction of Homozygous Mutants of Migratory Locust Using CRISPR/Cas9 Technology

The migratory locust, Locusta migratoria, is not only one of the worldwide plague locusts that caused huge economic losses to human beings but also an ...

Institution - Henan University

Articles Published in JoVE