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The application of large language models in meteorology graduate research: current status, impact, and prospects

Fig 5

Improvement priorities and responsible usage practices of LLMsamong graduate students.

(A) Priority ranking of improvements, with professional knowledge accuracy (77.0%), inclusion of latest research developments (48.6%), and code generation quality (37.9%) identified as top needs.(B) Responsible usage practices, showing that most participants (88.2%) reported verifying output accuracy.

Fig 5

doi: https://doi.org/10.1371/journal.pone.0347933.g005