B2

Science and innovation Exercises

About this lesson

Science and innovation · B2. Distinguish “empirical” (based on observation or experiment) from “feasibility” (practical possibility of carrying out a plan). Read the situation before choosing; these words are not interchangeable. Additional contrast: “breakthrough” means major discovery that overcomes a difficulty; “trial” means planned test of a treatment or method. Compare their uses in the learning cards.

Complete 24 original tasks. Use the situation to choose the intended meaning, practise the form, then apply it in a fresh context.

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Vocabulary

Learning cards

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empirical
empirical
B2
01 / 12
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empirical

based on observation or experiment
In a sentence

The review separates empirical findings from predictions based on theory.

The review separates empirical findings from predictions based on theory.

Useful combinations
empirical evidenceempirical research

Word forms & family

empirically (adv.)empiricism (n.)

Similar meanings & paraphrases

based on observation

These match this sense. Word families can change meaning; near meanings are not always interchangeable.

Practise “empirical evidence” as a whole phrase. Here “empirical” has the sense based on observation or experiment.

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A little clarity first

based on observation or experiment / practical possibility of carrying out a plan

Distinguish “empirical” (based on observation or experiment) from “feasibility” (practical possibility of carrying out a plan). Read the situation before choosing; these words are not interchangeable. Additional contrast: “breakthrough” means major discovery that overcomes a difficulty; “trial” means planned test of a treatment or method. Compare their uses in the learning cards.

The claim needs empirical support.

early model used to test a design / repeat a study to check its findings

Distinguish “prototype” (early model used to test a design) from “replicate” (repeat a study to check its findings). Read the situation before choosing; these words are not interchangeable. Additional contrast: “variable” means factor that can change in a study; “hypothesis” means testable proposed explanation. Compare their uses in the learning cards.

The prototype revealed a design flaw.

introduction of a new useful method or product / limitation restricting possible choices

Distinguish “innovation” (introduction of a new useful method or product) from “constraint” (limitation restricting possible choices). Read the situation before choosing; these words are not interchangeable. Additional contrast: “precision” means degree of exactness or consistency of measurement; “peer review” means evaluation of research by other specialists. Compare their uses in the learning cards.

The grant encourages technological innovation.

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Questions
01 / 24D01Save it to find it in My collection.

The writer is asking for findings obtained directly through systematic observation or controlled experiments, rather than a theoretical argument.

The claim needs ___ support.

Your answer
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Your learning route

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Step 1 · Warm-up

Warm-up

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Step 2 · Build the skill

early model used to test a design / repeat a study to check its findings

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Distinguish “prototype” (early model used to test a design) from “replicate” (repeat a study to check its findings). Read the situation before choosing; these words are not interchangeable. Additional contrast: “variable” means factor that can change in a study; “hypothesis” means testable proposed explanation. Compare their uses in the learning cards.

The prototype revealed a design flaw.
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Step 3 · Build the skill

introduction of a new useful method or product / limitation restricting possible choices

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Distinguish “innovation” (introduction of a new useful method or product) from “constraint” (limitation restricting possible choices). Read the situation before choosing; these words are not interchangeable. Additional contrast: “precision” means degree of exactness or consistency of measurement; “peer review” means evaluation of research by other specialists. Compare their uses in the learning cards.

The grant encourages technological innovation.
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Step 4 · Build the skill

based on observation or experiment / practical possibility of carrying out a plan

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Distinguish “empirical” (based on observation or experiment) from “feasibility” (practical possibility of carrying out a plan). Read the situation before choosing; these words are not interchangeable. Additional contrast: “breakthrough” means major discovery that overcomes a difficulty; “trial” means planned test of a treatment or method. Compare their uses in the learning cards.

The claim needs empirical support.
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Step 5 · New contexts

New contexts

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Step 6 · A fresh challenge

A fresh challenge

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Practice notes in this unit

Make mistakes useful.

Keep the first try. Understand the change. Check it in a fresh situation.

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No practice notes yet. Try a short warm-up.

Questions & answers

Opening an answer records help for that question.

D01 · Warm-up

The writer is asking for findings obtained directly through systematic observation or controlled experiments, rather than a theoretical argument.

The claim needs ___ support.

  1. empirical
  2. theoretical
  3. hypothetical
  4. speculative
Answer & explanation
empirical

The deciding cue is “systematic observation or controlled experiments”: it identifies the meaning “based on observation or experiment”. Check actual observed evidence versus theory, imagined cases or unsupported conjecture; “empirical” expresses that specific meaning here. Completed wording: “The claim needs empirical support.”.

D02 · Warm-up

The pilot asks whether the plan can actually be delivered with the available budget, equipment and staff, before full construction is authorised. It is a decision about whether proceeding is possible.

The pilot will test the project’s ___.

  1. feasibility
  2. reliability
  3. profitability
  4. efficiency
Answer & explanation
feasibility

The deciding cue is “whether the plan can actually be delivered”: it identifies the meaning “practical possibility of carrying out a plan”. Check practical possibility, as distinct from dependable operation, economical use of resources or earning more than expenditure; “feasibility” expresses that specific meaning here. Completed wording: “The pilot will test the project’s feasibility.”.

D03 · Warm-up

Engineers built a first physical working model to test the design before mass production. The fault appeared when they used that model.

The ___ revealed a design flaw.

  1. prototype
  2. constraint
  3. innovation
  4. hypothesis
Answer & explanation
prototype

The deciding cue is “first physical working model”: it identifies the meaning “early model used to test a design”. Check whether a plan is workable, the early model used to test a design, or the explanation being tested; “prototype” expresses that specific meaning here. Completed wording: “The prototype revealed a design flaw.”.

P01 · Build the skill

Other laboratories followed the original procedure with new samples to see whether they could reproduce the same finding. They were not generating a computer model or improving the method.

Other laboratories could not ___ the result.

  1. extrapolate
  2. refine
  3. simulate
  4. replicate
Answer & explanation
replicate

The deciding cue is “reproduce the same finding”: it identifies the meaning “repeat a study to check its findings”. Check reproducing an actual study versus modelling it, extending a pattern or improving a method; “replicate” expresses that specific meaning here. Completed wording: “Other laboratories could not replicate the result.”.

P02 · Build the skill

The funding is intended to turn new ideas into useful methods or products, not simply copy an existing approach or make its measurements more exact.

The grant encourages technological ___.

  1. replication
  2. innovation
  3. feasibility
  4. precision
Answer & explanation
innovation

The deciding cue is “turn new ideas into useful methods or products”: it identifies the meaning “introduction of a new useful method or product”. Check the scientific function, not merely a word associated with research; “innovation” expresses that specific meaning here. Completed wording: “The grant encourages technological innovation.”.

P03 · Build the skill

Designers need a light portable battery. Its existing weight restricts which designs they can use; it is not a new discovery or a proposed explanation.

Battery weight remains a major ___.

  1. hypothesis
  2. innovation
  3. variable
  4. constraint
Answer & explanation
constraint

The deciding cue is “restricts which designs they can use”: it identifies the meaning “limitation restricting possible choices”. Check the scientific function, not merely a word associated with research; “constraint” expresses that specific meaning here. Completed wording: “Battery weight remains a major constraint.”.

P04 · Build the skill

The observations are actual, systematically recorded measurements. The evidence comes from those records, not imagined cases or a theory alone.

Data collected through repeated observations provide ___ evidence.

  1. theoretical
  2. hypothetical
  3. empirical
  4. speculative
Answer & explanation
empirical

The deciding cue is “actual, systematically recorded measurements”: it identifies the meaning “based on observation or experiment”. Check actual observed evidence versus theory, imagined cases or unsupported conjecture; “empirical” expresses that specific meaning here. Completed wording: “Data collected through repeated observations provide empirical evidence.”.

R01 · New contexts

The decision concerns whether construction can be carried out within real technical and financial limits, rather than how profitable or economical its later operation might be.

Before funding full construction, assess the technical and financial ___.

  1. reliability
  2. profitability
  3. efficiency
  4. feasibility
Answer & explanation
feasibility

The deciding cue is “whether construction can be carried out”: it identifies the meaning “practical possibility of carrying out a plan”. Check practical possibility, as distinct from dependable operation, economical use of resources or earning more than expenditure; “feasibility” expresses that specific meaning here. Completed wording: “Before funding full construction, assess the technical and financial feasibility.”.

R02 · New contexts

Complete the sentence with the expression that matches the stated situation.

This first working model is a ___, not the finished product.

  1. hypothesis
  2. constraint
  3. prototype
  4. innovation
Answer & explanation
prototype

The deciding cue is “first working model”: it identifies the meaning “early model used to test a design”. Check whether a plan is workable, the early model used to test a design, or the explanation being tested; “prototype” expresses that specific meaning here. Completed wording: “This first working model is a prototype, not the finished product.”.

R03 · New contexts

Their aim is to obtain the same findings again in an actual repetition, not to predict beyond the data, create a simulation or improve the procedure.

Independent teams will repeat the procedure to try to ___ the findings.

  1. refine
  2. replicate
  3. extrapolate
  4. simulate
Answer & explanation
replicate

The deciding cue is “obtain the same findings again”: it identifies the meaning “repeat a study to check its findings”. Check reproducing an actual study versus modelling it, extending a pattern or improving a method; “replicate” expresses that specific meaning here. Completed wording: “Independent teams will repeat the procedure to try to replicate the findings.”.

X01 · A fresh challenge

Complete the sentence with the expression that matches the stated situation.

Turning a new idea into a useful process is an example of ___.

  1. replication
  2. precision
  3. feasibility
  4. innovation
Answer & explanation
innovation

The deciding cue is “new idea into a useful process”: it identifies the meaning “introduction of a new useful method or product”. Check the scientific function, not merely a word associated with research; “innovation” expresses that specific meaning here. Completed wording: “Turning a new idea into a useful process is an example of innovation.”.

X02 · A fresh challenge

Complete the sentence with the expression that matches the stated situation.

Limited computing power is a technical ___ on the design.

  1. hypothesis
  2. constraint
  3. innovation
  4. variable
Answer & explanation
constraint

The deciding cue is “Limited computing power”: it identifies the meaning “limitation restricting possible choices”. Check the scientific function, not merely a word associated with research; “constraint” expresses that specific meaning here. Completed wording: “Limited computing power is a technical constraint on the design.”.

R04 · New contexts

Choose the expression that matches the situation.

A discovery that finally solved the long-standing technical problem was hailed as a major ___.

  1. variable
  2. hypothesis
  3. breakthrough
  4. trial
Answer & explanation
breakthrough

The deciding cue is “finally solved”: it identifies the meaning “major discovery that overcomes a difficulty”. Check the scientific function, not merely a word associated with research; “breakthrough” expresses that specific meaning here. Completed wording: “A discovery that finally solved the long-standing technical problem was hailed as a major breakthrough.”.

R05 · New contexts

Choose the expression that matches the situation.

The new medicine will undergo a clinical ___ comparing it with an existing treatment.

  1. trial
  2. precision
  3. hypothesis
  4. variable
Answer & explanation
trial

The deciding cue is “comparing it with an existing treatment”: it identifies the meaning “planned test of a treatment or method”. Check the scientific function, not merely a word associated with research; “trial” expresses that specific meaning here. Completed wording: “The new medicine will undergo a clinical trial comparing it with an existing treatment.”.

R06 · New contexts

Choose the expression that matches the situation.

In this experiment, light intensity is a ___ whose value the researchers can change.

  1. variable
  2. peer review
  3. hypothesis
  4. precision
Answer & explanation
variable

The deciding cue is “whose value the researchers can change”: it identifies the meaning “factor that can change in a study”. Check the scientific function, not merely a word associated with research; “variable” expresses that specific meaning here. Completed wording: “In this experiment, light intensity is a variable whose value the researchers can change.”.

R07 · New contexts

Choose the expression that matches the situation.

The scientist proposed a testable ___ explaining why the plants grew faster in the shade.

  1. peer review
  2. precision
  3. breakthrough
  4. hypothesis
Answer & explanation
hypothesis

The deciding cue is “testable”: it identifies the meaning “testable proposed explanation”. Check whether a plan is workable, the early model used to test a design, or the explanation being tested; “hypothesis” expresses that specific meaning here. Completed wording: “The scientist proposed a testable hypothesis explaining why the plants grew faster in the shade.”.

R08 · New contexts

Choose the expression that matches the situation.

Repeated measurements agreed to several decimal places, indicating a high level of ___.

  1. trial
  2. precision
  3. breakthrough
  4. peer review
Answer & explanation
precision

The deciding cue is “measurements agreed”: it identifies the meaning “degree of exactness or consistency of measurement”. Check the scientific function, not merely a word associated with research; “precision” expresses that specific meaning here. Completed wording: “Repeated measurements agreed to several decimal places, indicating a high level of precision.”.

R09 · New contexts

Choose the expression that matches the situation.

Before publication, the paper went through ___, in which other specialists evaluated its methods and conclusions.

  1. breakthrough
  2. variable
  3. peer review
  4. trial
Answer & explanation
peer review

The deciding cue is “other specialists evaluated”: it identifies the meaning “evaluation of research by other specialists”. Check the scientific function, not merely a word associated with research; “peer review” expresses that specific meaning here. Completed wording: “Before publication, the paper went through peer review, in which other specialists evaluated its methods and conclusions.”.

X03 · A fresh challenge

Choose the expression that matches the situation.

The new method overcame a barrier that had blocked research for decades, marking a scientific ___.

  1. variable
  2. precision
  3. breakthrough
  4. hypothesis
Answer & explanation
breakthrough

The deciding cue is “overcame a barrier”: it identifies the meaning “major discovery that overcomes a difficulty”. Check the scientific function, not merely a word associated with research; “breakthrough” expresses that specific meaning here. Completed wording: “The new method overcame a barrier that had blocked research for decades, marking a scientific breakthrough.”.

X04 · A fresh challenge

Choose the expression that matches the situation.

In the controlled ___, volunteers were randomly assigned to receive either the treatment or a placebo.

  1. trial
  2. hypothesis
  3. peer review
  4. precision
Answer & explanation
trial

The deciding cue is “randomly assigned”: it identifies the meaning “planned test of a treatment or method”. Check the scientific function, not merely a word associated with research; “trial” expresses that specific meaning here. Completed wording: “In the controlled trial, volunteers were randomly assigned to receive either the treatment or a placebo.”.

X05 · A fresh challenge

Choose the expression that matches the situation.

The researchers kept every other condition constant while adjusting one ___: the amount of water.

  1. variable
  2. breakthrough
  3. precision
  4. peer review
Answer & explanation
variable

The deciding cue is “kept every other condition constant”: it identifies the meaning “factor that can change in a study”. Check the scientific function, not merely a word associated with research; “variable” expresses that specific meaning here. Completed wording: “The researchers kept every other condition constant while adjusting one variable: the amount of water.”.

X06 · A fresh challenge

Choose the expression that matches the situation.

Before collecting data, the team stated its ___: sleep loss would reduce performance.

  1. peer review
  2. breakthrough
  3. trial
  4. hypothesis
Answer & explanation
hypothesis

The deciding cue is “Before collecting data”: it identifies the meaning “testable proposed explanation”. Check whether a plan is workable, the early model used to test a design, or the explanation being tested; “hypothesis” expresses that specific meaning here. Completed wording: “Before collecting data, the team stated its hypothesis: sleep loss would reduce performance.”.

X07 · A fresh challenge

Choose the expression that matches the situation.

The robot can position each tiny component with millimetre-level ___.

  1. trial
  2. breakthrough
  3. precision
  4. variable
Answer & explanation
precision

The deciding cue is “millimetre-level”: it identifies the meaning “degree of exactness or consistency of measurement”. Check the scientific function, not merely a word associated with research; “precision” expresses that specific meaning here. Completed wording: “The robot can position each tiny component with millimetre-level precision.”.

X08 · A fresh challenge

Choose the expression that matches the situation.

The journal asks independent researchers to assess submitted studies through ___.

  1. hypothesis
  2. trial
  3. peer review
  4. variable
Answer & explanation
peer review

The deciding cue is “independent researchers to assess”: it identifies the meaning “evaluation of research by other specialists”. Check the scientific function, not merely a word associated with research; “peer review” expresses that specific meaning here. Completed wording: “The journal asks independent researchers to assess submitted studies through peer review.”.