A lab-intensive sequence for 12th-grade chemistry focusing on the discrepancy between theoretical and actual yield. Students design a precipitation reaction, execute it with precision, and perform a rigorous error analysis to understand why real-world chemistry rarely matches mathematical predictions.

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