📘 CodingMarble Learn

Nature of Science: How Scientific Knowledge Is Built and Changed

Science is a way of knowing that rests on evidence anyone can check. Scientists observe, infer, test ideas that could be proved wrong, and let other experts check their work. Laws describe what happens; theories explain why. Scientific knowledge is reliable but always open to change, and sometimes a whole way of seeing (a paradigm) is replaced.

🎬 Step-by-step story

  1. Step 1: water goes into a closed box and comes out later. What you see is an observation. What you think is inside is an inference.
  2. Step 2: many careful, repeatable measurements hold up a model. If a reliable new result does not fit, the model must change.
  3. Step 3: a hypothesis is a testable idea, a law says what happens, and a theory explains why. They are different jobs, not ranks.
  4. Step 4: many white swans do not prove "all swans are white". One black swan proves it false. Science must be testable.
  5. Step 5: the Earth-centred picture of the sky flipped to a Sun-centred one. A change of the whole frame is a paradigm shift.
  6. Step 6: your turn. Add results for and against an idea and see how scientists weigh evidence.

Tip: drag the 3D scene to turn it. Use two fingers to zoom.

🤔 Common doubts, cleared

How can scientists study things they cannot see, like atoms?

They observe effects (like water coming out of the box) and infer what must be inside, then test that inference with more experiments.

Why does one result against an idea matter so much?

Because if the result is reliable and repeated, the idea cannot be fully true. That is why the red block forces the model to change.

Is a theory less certain than a law?

No. A law says what happens; a theory explains why. Both are strongly tested. They are different jobs, not levels.

If science can be wrong, why trust it?

Because it checks itself. Claims are tested, repeated and corrected. Ideas that survive many tests are the most reliable knowledge we have.

Do old ideas become useless after a paradigm shift?

Often not. Newton's laws still work for everyday speeds. The new frame explains more, including where the old one fails.

How many supporting results are enough?

There is no magic number. Scientists look for many independent, repeatable results and no reliable result against. Try adding results in free play.

What is science?

Science is a way of understanding the natural world by asking questions and answering them with evidence. Evidence means observations and measurements that other people can check and repeat.

Each branch has its own focus. Physics looks for the basic rules of matter, energy and motion that every other science uses. Biology studies living things. Geology studies the Earth and its history. Together they build one connected scientific world view.

Observation and inference

An observation is what you notice with your senses or instruments: "the leaf is yellow". An inference is an explanation you reason from observations: "the plant needs more nitrogen". Inferences must be tested.

Evidence-based thinking

Good scientific claims are built on evidence, not on who says them.

Reasoning

Inductive reasoning goes from many examples to a general rule ("every metal I heated expanded, so metals expand when heated"). Deductive reasoning goes from a rule to a prediction ("copper is a metal, so it will expand"). Science uses both.

Peer review and community

Before results are published, other experts check the method and data (peer review). Mistakes and fraud are found when others try to repeat the work. Science is a team effort across countries and centuries.

Hypothesis, law, theory and model

WordMeaningExample
HypothesisA testable, possible explanation or prediction"Seeds need light to sprout"
LawDescribes WHAT always happens, often as an equationNewton's law of gravitation, Ohm's law
TheoryA well-tested explanation of WHY, linking many factsAtomic theory, theory of evolution, plate tectonics
ModelA simplified picture, drawing, equation or computer program of something realBall-and-stick molecule, climate model

In everyday speech "just a theory" means a guess. In science, a theory is the strongest kind of knowledge we have. A theory does not become a law when it is "proved": a law and a theory answer different questions.

Big fundamental theories include the atomic theory of matter, cell theory, evolution by natural selection, the theory of gravity and relativity, quantum theory, and plate tectonics.

Tentative knowledge, falsifiability and paradigm shifts

A scientific claim must be falsifiable: it must be possible to imagine a result that would show it is wrong. "It will rain tomorrow in Pune" is testable; "invisible spirits move the clouds in ways no one can detect" is not.

Scientific knowledge is tentative: strong, but open to change. Most change is small and steady. Sometimes the whole framework changes. The historian Thomas Kuhn called this a paradigm shift.

Examples from history

Science, other disciplines and society

Science answers questions about how nature works. Other subjects ask different questions: ethics asks what we should do, art and literature express experience, history studies human events. Science can tell us how to edit a gene; ethics and law help decide whether we should.

Science and pseudoscience

Pseudoscience looks scientific but is not: claims that cannot be tested, rely only on stories (anecdotes) or authority, ignore evidence against them, or never change. Examples: astrology predicting personality, "miracle" cures with no trials.

Science and civilisation

Science grew in many cultures: Babylonian astronomy, Greek geometry, Indian mathematics (place value and zero), Chinese inventions, and the Islamic world's optics and chemistry. Today science, technology and society shape each other.

Try it at home

Pick a claim from an advert ("this drink makes you run faster"). Ask: What is the evidence? Was there a control group? Could the result have been chance? Who checked it?

Key formulas and definitions

Worked examples

1. Sort these into observation or inference: (a) the road is wet, (b) it rained last night, (c) the thermometer reads 31 °C.

(a) observation, (c) observation: both are seen or measured. (b) inference: it explains the wet road, but a water tanker could also have done it.

2. A student says "Evolution is only a theory, so it is just a guess." What is wrong?

In science a theory is a well-tested explanation supported by many lines of evidence (fossils, DNA, observed changes in bacteria). It is not a guess. A guess would be a hypothesis before testing.

3. Is "All metals expand when heated" a law or a theory? Can it be falsified?

It describes what happens, so it is a law-like statement. It is falsifiable: one metal that shrinks when heated would show it wrong. (Some special alloys barely change, which shows why laws have stated conditions.)

4. Why was continental drift rejected at first, then accepted later?

Wegener had evidence (matching coastlines, fossils, rocks) but no believable mechanism, so many geologists rejected it. In the 1950s–60s, sea-floor spreading and magnetic stripes gave a mechanism. The idea was then accepted as plate tectonics: evidence changed minds.

5. A study finds that children who own more books score higher in tests. Can we say books cause higher scores?

No. This is a correlation. Other factors (family income, reading time, school) could cause both. A controlled experiment or careful study of other variables is needed.

6. Give two signs that a claim is pseudoscience.

It cannot be tested or proved wrong, and it ignores evidence against it. Other signs: it relies only on personal stories, uses scientific-sounding words without data, and never changes.

Common mistakes

Practice quiz

1. Which is an observation?
2. A scientific theory is:
3. Which claim is NOT falsifiable?
4. Peer review means:
5. The change from an Earth-centred to a Sun-centred model is an example of:

Practice: answer these yourself

Type or choose your answer, then press Check. Use a hint if you are stuck; the full solution appears after you answer.

Frequently asked questions

What is the nature of science in simple words?

It is how science works: it is based on evidence, uses testable ideas, is checked by others, and changes when better evidence arrives.

What is the difference between a law and a theory?

A law describes what happens (often with a formula). A theory explains why it happens. A theory does not turn into a law.

What is a paradigm shift?

A big change in the basic framework of a science, such as moving from an Earth-centred to a Sun-centred universe, or from fixed continents to plate tectonics.

Where this is taught

NetherlandsHAVO 4 (bovenbouw, 2e fase)Analysis of and reflection on science and technology
NetherlandsVWO 4 (bovenbouw, 2e fase)Analysis of and reflection on science and technology
NetherlandsVWO 6 (eindexamenjaar)Philosophy of science
NetherlandsVWO 6 (eindexamenjaar)Foundations of science and technology
Spain4º ESOScientific project
Spain1º BachilleratoScientific project
Spain2º BachilleratoExperimentation in Geology and Environmental Sciences
Ukraine9 класIntroduction
Ukraine9 класPhysics and astronomy in human life
South Korea고등학교 1학년Nature of science and inquiry in history
South Korea고등학교 2학년Birth and integration of science and civilisation
South Korea고등학교 2학년Science and logic
South Korea고등학교 3학년What is science?
FranceTerminaleNotions

Learn first

Related lessons

All Science lessons