MegaMaester

Scientific Thinking · Lesson 6

Measurement and Uncertainty

beginner17 min · 7 cards
The big idea
📏

A number without its uncertainty is unfinished

"46%" and "46% ±3" support entirely different conclusions.

Compare

Two different virtues

Precision

Consistent

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Accuracy

Correct

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Precise and inaccurate is the dangerous combination — consistency looks like reliability.

Try it

Read the Error Bars

A: 47% ±3 · B: 44% ±3

Do these results establish a difference?

Decide which reported differences the data actually supports.
Key term

The error more data cannot fix

Why does averaging not remove systematic error?
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Systematic error
Every reading is shifted the same way. More measurements make a wrong answer more precise — only finding the cause fixes it.
Nuance

Mars, 1999

Maester Note

The Mars Climate Orbiter was lost to a units mismatch — pound-force where newtons were expected. Every figure was internally exact and uniformly wrong.

Quick check

What single question best tests whether a claim is scientific?

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