AINeutralarXiv – CS AI · 9h ago6/10
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Prompt Engineering Strategies for LLM-based Qualitative Coding of Psychological Safety in Software Engineering Communities: A Controlled Empirical Study
Researchers conducted a controlled empirical study evaluating three LLMs (Claude Haiku, DeepSeek-Chat, Gemini 2.5 Flash) for qualitative coding of psychological safety in software engineering communities. Multi-shot prompting improved Claude Haiku's performance but not the others, while all models exhibited systematic biases in coding predictions, providing evidence-based guidelines for LLM-assisted qualitative research.
🧠 Claude🧠 Gemini