00:00:14.960 --> 00:00:20.559
It was a teaspoon that helped Benjamin Franklin measure something he couldn't possibly see.
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And not a distant star or the depths of the ocean.
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I mean the size of a single molecule.
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Franklin was standing beside a pond outside London on a windy day.
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He poured a teaspoon of oil onto the water and watched as it spread across an enormous area of the pond.
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That gave him two measurements, the volume of the oil and the area it covered.
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And when you divide the volume by the area, you get the thickness of the oil.
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Volume divided by area equals thickness.
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This was a different way to think at the time and was something revolutionary.
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And all you had to do was divide the volume of the teaspoon of oil with the area of the pond that it covered.
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The experiment would eventually give scientists a way to estimate a distance far too small for anyone to see.
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But numbers that small create a new problem.
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Write them as ordinary decimals, and you quickly end up with a long row of zeros.
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The number becomes difficult to read, difficult to compare, and very easy to get wrong.
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So we need a better way to describe the scale.
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This is an amazing story and one that really illustrates how great narratives can help us understand math and science concepts so much better.
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So wherever you are, on a jog, in the car, doing the dishes, I hope you enjoy this episode as much as I enjoyed researching and making it.
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I'm Becky Rabani, and this is Story Problem.
00:01:56.159 --> 00:02:09.919
Let's get to it! The story begins in 1757.
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Franklin was at sea in a fleet of 96 ships headed toward Louisburg.
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Most of the ships left the kind of broken, choppy wake you would expect, but two of them didn't.
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Behind those two ships, the water looked strangely smooth.
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Franklin asked the captain, What's going on?
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The captain gave him a very ordinary answer.
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The cooks had probably just emptied greasy water through the ship's drains.
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A little fat or oil had reached the sea and changed the surface.
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The captain said this as though everybody knew it.
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Franklin didn't.
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Why would greasy water make a ship's wake look smooth?
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Why should such a small amount of matter and could you recreate this effect yourself?
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Franklin remembered that ancient writers had described sailors pouring oil on rough water.
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He also heard stories about fishermen and divers using oil to calm small ripples so they could see more clearly through the surface.
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He kept thinking about thinking about it for years, actually.
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That part's important because Franklin didn't simply show up at a pond one day and decide to pour oil into it.
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He was following up on something he had noticed years earlier.
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By 1773, Franklin was living in London.
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One windy day he was near a large pond on Clapham Common.
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The surface was rough and he finally had the setting he wanted.
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He brought out a small container of oil and dropped a little wool onto the water.
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The first attempt didn't work.
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He had started on the leeward side, the side the wind was blowing toward.
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The wind simply pushed the oil back to shore.
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So Franklin walked around to the windward side where the ripples were beginning.
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Then he tried again.
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This time, less than a teaspoon of oil spread out with surprising speed.
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The surface immediately began to calm.
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The smooth region grew across the pond until, by Franklin's estimate, it covered nearly half an acre.
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Franklin wrote that the part of the pond covered by the oil became as smooth as a looking glass.
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Now think about how far that oil spread.
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Franklin used only about a teaspoon, but it covered roughly half an acre, about 2,000 square meters.
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That's an area larger than four basketball courts.
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The oil didn't stop the deeper motion of the pond, it didn't turn the water into glass.
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What it suppressed were the tiny surface ripples, the wrinkles that let wind keep transferring energy into the water.
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Franklin didn't have our modern explanation of surface tension and thin films.
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He was trying to understand the wave calming effect.
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But he had carefully recorded two numbers that would matter enormously later.
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How much oil he used and how much surface it covered, volume and area.
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Franklin never used the pond to calculate the size of a molecule.
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It's important to be clear about what Franklin actually did.
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He showed how far a small amount of oil could spread across the water.
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He didn't use the experiment to calculate the size of a molecule.
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That part came much later.
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At the time, scientists were still figuring out what molecules actually were.
00:06:27.920 --> 00:06:34.879
Franklin had performed the experiment, but it would take a later generation to realize it could be used to estimate the size of one.
00:06:35.120 --> 00:06:40.160
More than a century later, the physicist Lord Riley returned to the problem.
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He used carefully measured quantities of oil and measured how far the film spread.
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Then he made one crucial assumption.
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Once the oil had spread as far as it could, the film was approximately one molecule thick.
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Now the geometry becomes a lot more simple.
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Imagine the oil film as a very wide, very flat box.
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Every box obeys the same relationship.
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Volume equals area times thickness.
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So if you know the volume and the area, you can rearrange it.
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Thickness equals volume divided by area.
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And if the film is one molecule thick, the thickness of the film is an estimate of the molecule's length.
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No microscope required.
00:07:26.399 --> 00:07:30.800
The molecule is invisible, but its geometry is math.
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Riley's experiment put the result in the neighborhood of two billionths of a meter, depending on the oil and the experimental assumptions.
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That is the right scale for the length of an oil molecule.
00:07:46.240 --> 00:07:47.839
This is where the math comes in.
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To understand what happened next, we need to work with measurements so small that ordinary decimals become difficult to read and easy to get wrong.
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Let's use Franklin's rough pond numbers.
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A teaspoon is about five cubic centimeters.
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In cubic meters, that is 0.00005 cubic meters.
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Half an acre is about 2,000 square meters.
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Divide the oil's volume by the area it covered, and the estimated thickness is about 0.
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Then take 80.25 meters.
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The first non-zero digit does not appear until the ninth decimal place.
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You can write it that way.
00:08:41.919 --> 00:08:55.279
Scientific notation gives the number a much cleaner name, 2.5 times 10 to the negative ninth meters, or using a meter prefix, 2.5 nanometers.
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Those three forms describe the same length, 0.8025 meters, 2.5 times 10 to the negative 9th meters, or 2.5 nanometers.
00:09:08.399 --> 00:09:10.559
Same quantity, different name.
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That should sound familiar from our last episode on measurement and conversion, but scientific notation adds something new.
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It doesn't merely shorten the number, it makes the scale more visible to us.
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A number in scientific notation has two pieces.
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The first piece is the coefficient.
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That is the ordinary number in the front.
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In our example, it's 2.5.
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The second piece is the power of 10.
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Here it's 10 to the negative 9th.
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The coefficient tells you you are within the scale.
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The exponent tells you which scale you're actually on.
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10 to the 0 is 1.
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10 to the first is 10.
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10 to the second is 100.
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10 to the third is 1000.
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Negative exponents move in the other direction.
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10 to the negative first is 1 tenth, 10 to the negative second is 100th, 10 to the negative third is 1000th.
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And 10 to the negative 9th is 1 billionth.
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So 2.5 times 10 to the negative 9th means 2.5 billionths of a meter.
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So the first step is to rewrite the number in scientific notation.
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Don't stare at a long line of zeros and hope you counted correctly.
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Rewrite the number so the coefficient is between 1 and 10 and let the exponent tell us the scale of the number.
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Now look back at the pond calculation.
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The teaspoon is 5 times 10 to the negative 6 cubic meters.
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The pond area is 2 times 10 to the third square meters.
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We're dividing volume by area.
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The ordinary number gives us 5 divided by 2, which is 2.5.
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The power of 10 tells us how the scale moves.
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When we divide, we subtract the exponents.
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Negative 6 minus positive 3 is negative 9.
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And the units tell the same story.
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Cubic meters divided by square meters leaves meters.
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So the answer is a length, 2.5 times 10 to the negative 9th meters.
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We'll slow that math down in office hours.
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We'll work through more why exponents add when we multiply and subtract when we divide.
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For now, I want you to notice the role they play.
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We handle the 5 and the 2 just as we normally would.
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The exponents tell us how far the result moves us up or down the scale.
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That brings us to the second step, move between scales.
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Scientific notation also tells us to compare things that our eyes can't compare directly.
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Take a human hair, a typical rough value for its width is 1 10,000th of a meter.
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In scientific notation, that is 1 times 10 to the negative 4 meters.
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Our oil molecule is about 2.5 times 10 to the negative 9th meters long.
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Just look at the exponents, negative 4 and negative 9.
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They're five powers of 10 apart.
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So before doing any exact arithmetic, you already know the answer will be in the neighborhood of tens of thousands.
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Finish the division and you get about 40,000.
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Roughly 40,000 of these molecules could line up across the width of one human hair.
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That comparison is much easier to understand than a long decimal.
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The decimal tells us that the molecule is small, the ratio tells us how small it is compared to something familiar.
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That's the third move that we want to learn.
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Compare it.
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When you compare two numbers in scientific notation, start with the exponents.
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The difference between them tells you roughly how many orders of magnitude separates the numbers.
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Then compare the coefficients for the more precise answer.
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The story of the oil film did not end with Riley.
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In Germany, a young woman named Agnes Pockels had been studying the surface of water at home.
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She had wanted formal scientific training, but universities were not open to women at that time.
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She also spent much of her life caring for her family members.
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So she built a laboratory from what she had.
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Pockels made a narrow metal trough, filled it with water, and laid a movable strip across the surface.
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By sliding the strip, she could compress a film of oil or soap into a smaller and smaller area.
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With a small disc and a balance, she could measure how the surface tension changed.
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It was a simple apparatus, but it gave her control over something Franklin could only watch spread across a pond.
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When Pockles learned about Riley's work, she wrote to him.
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She explained that she had already spent years making related measurements but had no straightforward way to publish them.
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Riley recognized the quality of the work and sent a translated version of her letter to Nature.
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It appeared in 1891.
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Pockel's experiments had helped establish that these surface films could be measured as organized layers.
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She could estimate how much surface area an individual molecule occupied.
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Now we can estimate another dimension of the molecule.
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Franklin's pond gives us a rough estimate of the oil layer's thickness.
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Pockel's trough helps us estimate how much surface area each molecule occupies.
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Later, Irving Langmuir built a broader theory of molecules arranged in single layers at surfaces.
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His work in surface chemistry earned the Nobel Prize in Chemistry in 1932.
00:15:03.440 --> 00:15:08.240
So the scientific journey was more of a relay race than one heroic sprint.
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Sailors notice greasy water, Franklin turns the observation into an experiment, Riley turns the experiment into a molecular estimate, Pockles turns the surface into something that can be controlled and measured, and Langmere builds a theory of the molecular layer.
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The same mathematical idea connects all these experiments.
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Start with quantities you can measure and use them to estimate something too small to see.
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Now let's move in the opposite direction.
00:15:41.200 --> 00:15:50.320
A single oil molecule is about a few billionths of a meter long, but a teaspoon of oil contains an enormous number of them.
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Using a simplified molecular shape and the measurements from the thin film, we can estimate the volume of one molecule.
00:15:58.399 --> 00:16:03.519
Then we can divide the total volume of oil by the volume of one molecule.
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For Franklin's teaspoon, the estimate lands around 10 to the 22nd molecules.
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That's about 10 sixtillion molecules in one teaspoon.
00:16:14.159 --> 00:16:23.759
And if we scale the same reasoning up to one mole of molecules, the estimate lands close to 10 times 10 to the 23rd.
00:16:24.320 --> 00:16:35.279
The exact modern value of the Avogadro constant is 6.02214076 times 10 to the 23rd particles per mole.
00:16:35.519 --> 00:16:42.000
That's an enormous number, and writing it all 23 zeros wouldn't make it any easier to understand.
00:16:42.240 --> 00:16:46.320
Scientific notation gives us a much clearer way to write it.
00:16:46.559 --> 00:16:50.240
A molecule might be about 10 to the negative 9th meters long.
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A mole contains about 6 times 10 to the 23rd molecules.
00:16:54.960 --> 00:17:02.240
Across those two experiments, we've moved from an exponent of negative 9 to an exponent of positive 23.
00:17:02.639 --> 00:17:06.079
That's a span of 32 powers of 10.
00:17:06.240 --> 00:17:08.319
This is why the exponent matters.
00:17:08.480 --> 00:17:10.640
It tells us the scale of the number.
00:17:10.880 --> 00:17:16.880
It lets us see immediately whether we're working with something extremely small or extremely large.
00:17:17.119 --> 00:17:18.960
There's a larger lesson here.
00:17:19.200 --> 00:17:24.319
People often think scientific notation is mainly a way to avoid writing zeros.
00:17:24.559 --> 00:17:27.839
That's useful, but it's not the real payoff.
00:17:28.079 --> 00:17:32.960
The real payoff is that it makes scale something you can reason with.
00:17:33.200 --> 00:17:45.839
If one object is about 10 to the negative fourth meters wide and another is 10 to the negative ninth meters wide, you can see a five-order of magnitude gap before reaching for a calculator.
00:17:46.000 --> 00:17:55.839
If a calculation that should describe a molecule gives you 10 to the positive six meters, the exponent tells you immediately that something has gone badly wrong.
00:17:56.079 --> 00:18:02.640
If two measurements differ only in their coefficients but share the same exponent, they live on roughly the same scale.
00:18:02.880 --> 00:18:04.319
This is estimation.
00:18:04.559 --> 00:18:07.839
It's error checking, it's scientific judgment.
00:18:08.079 --> 00:18:11.440
This is also why experienced problem solvers can seem so fast.
00:18:11.519 --> 00:18:21.359
It's not necessarily because they do the arithmetic more quickly, because they calculate, they estimate the order of the magnitude, and rule out answers that can't be right.
00:18:22.799 --> 00:18:25.359
Let's go back to Clapham Common.
00:18:30.160 --> 00:18:33.680
Franklin stands at the windward edge of a rough pond.
00:18:33.920 --> 00:18:37.119
He pours out less than a teaspoon of oil.
00:18:38.079 --> 00:18:46.000
The smooth patch begins near his feet and moves across the surface until a large section of the pond looks like glass.
00:18:46.240 --> 00:18:48.000
He sees the pond change.
00:18:48.240 --> 00:18:54.079
He records the oil in the area, but the smallest part of the experiment remains invisible.
00:18:54.319 --> 00:18:59.119
More than a century later, scientists recognize what those measurements contain.
00:18:59.359 --> 00:19:02.400
Volume divided by area gives thickness.
00:19:02.640 --> 00:19:05.039
Thickness gives a molecular scale.
00:19:05.359 --> 00:19:08.799
Scientific notation gives that scale a name.
00:19:08.960 --> 00:19:13.519
And once the scale has a name, you can move through it and compare it with everything around us.
00:19:13.759 --> 00:19:15.680
Name it, move it, compare it.
00:19:15.920 --> 00:19:18.640
That's the mathematical concept of this episode.
00:19:18.799 --> 00:19:25.759
The episode six story sheet is in study hall at storyproblem.org to practice these concepts.
00:19:26.000 --> 00:19:34.000
It follows the story from Franklin's teaspoon to the molecular layer and lays out the key scales so you can see how they connect.
00:19:34.240 --> 00:19:37.599
Then in a few days, come back for the companion office hours.
00:19:37.680 --> 00:19:51.039
We'll take the same numbers and work the mathematics step by step, writing scientific notation, multiplying, dividing, powers of 10, normalizing coefficients, and using exponent differences to compare scale.
00:19:51.279 --> 00:19:55.119
The main episode introduces the mathematics through the story.
00:19:55.440 --> 00:20:01.920
Office hours breaks down the problem solving steps, and study hall gives you a chance to practice them yourself.
00:20:02.160 --> 00:20:03.680
I'm Behi Rabani.
00:20:04.000 --> 00:20:05.680
This has been Story Problem.
00:20:05.839 --> 00:20:07.519
I'll see you next time.