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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Michael Xiao

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Jul 2026

Agreement Is Not Quality: Blind Expert Verification of Human and LLM Qualitative Coding When Human Consensus Is Not Ground Truth

Significant empirical evidence is provided that agreement-based evaluation is insufficient for automation decisions, and the study demonstrates a transferable verification protocol and a code-level division-of-labor framework.

Alex X. Liu, Lief Esbenshade, Michael Xiao et al. · 2 citations

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