Explore science questions

Follow the evidence without hiding the uncertainty.

Choose an evidence, measurement, causation, or model question. Each path keeps observation, inference, uncertainty, and the next useful branch distinct.

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Four useful paths

Choose the question shape that fits the claim.

01

Evidence and reproducibility

Separate repeated measurement, independent methods, and independent studies before treating agreement as proof of a broader claim.

How are repeatability, reproducibility, and replication different, and what does each one show about a scientific result?
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02

Measurement and uncertainty

Name what was measured, the reference, major sources of uncertainty, the reported interval, and which conclusions the precision does or does not support.

How should measurement uncertainty change the interpretation of a reported scientific result?
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03

Causation and study design

Compare assignment, confounding, measurement, selection, applicability, and the assumptions needed to move from association to causation.

How do randomized experiments and observational studies differ in the causal conclusions they can support?
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04

Models and explanation

Connect model purpose, assumptions, predictive performance, interpretability, sensitivity, and failure conditions to the decision the model must support.

When is a simpler scientific model more useful than a more detailed one, and what evidence should decide between them?
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Evidence expectation

Set the evidence bar before choosing a question.

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Measurement uncertainty is the quantified doubt associated with a measurement result, including influences from the method, instrument, environment, sample, and reference; it does not mean that nothing is known. Open the uncertainty workflow.

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Before accepting the answer

Ask what was observed, inferred, and left uncertain.

NIST describes measurement as a comparison to a reference and treats uncertainty as part of reporting the result. A useful explanation should keep the measurement, method, assumptions, limitations, and alternative interpretations visible.

Read NIST measurement-uncertainty guidance

  • Observation: the measured or recorded result.
  • Method: the design, instrument, sample, and comparison.
  • Inference: what the evidence supports beyond the observation.
  • Uncertainty: the limits, variability, assumptions, and counterevidence.

Need a broader plan?

Choose the research depth before you run the question.

Use the Research Path Guide to decide whether you need a definition, comparison, evidence trail, or decision record.

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