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Why mastering surface logic is a critical skill for researchers handling complex baking data. Learn to identify and fix failed cookies using parchment paper diagnostics and silicone audits correctly. This guide helps you avoid common modeling errors, ensuring your results are accurate, robust, and scientifically defensible for all users today.