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Updated 3 Sep 2026: Panel calibration now emphasizes independent first scoring, common reference coffees, controlled sample preparation, shared vocabulary, replicate cups and tracking recurring assessor differences. The goal is not to force every taster into identical scores but to make disagreement visible and interpretable. Cambodia Fine Robusta panels should separate descriptive observations from preference, avoid Arabica-biased quality shortcuts, and link sensory results to the actual lot and intended use.
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