LLM As Judge Calibration

Your LLM judge gives everything a 4 out of 5. Your colleague says the judge is not calibrated. What does calibration mean here?

Explain the sign reversal failure mode in LLM judge calibration and how to prevent it

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How do you measure whether an LLM judge is well calibrated against human raters?

Complete: Cohen's kappa >___ is 'substantial' agreement; >___ is 'almost perfect' agreement