manually curated

USAGE SUMMARY

"manually curated" can be used in written English.
You can use it to describe something that has been carefully chosen or selected by a person rather than a computer program. For example, "This data set was manually curated to ensure the highest level of accuracy."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Chemical records are manually curated and standardized.

Journal of Cheminformatics

A Growth & Cycle interaction network has been manually curated.

Biotechnology Advances

Nevertheless, manually curated databases can also contain errors [9, 10].

Journal of Cheminformatics

In some databases, these links can be manually curated.

Journal of Cheminformatics

The data was manually curated using a structured-wiki platform.

Journal of Cheminformatics

Completeness of the manually curated links is then defined as the percentage of manually curated links included in the generated ones.

Journal of Cheminformatics

Another approach is to use the manually curated links stored directly in databases.

Journal of Cheminformatics

We found that the completeness of the manually curated links is not very high.

Journal of Cheminformatics

Percentage of reactions where predicted atom mappings agreed with the manually curated atom mappings.

Journal of Cheminformatics

Therefore, we standardised the algorithmic output to enable comparison between algorithms and with manually curated data.

Journal of Cheminformatics

So, we extracted two sets of small biological compounds from manually curated databases.

Journal of Cheminformatics

Expert writing Tips

Best practice

When describing data or collections, use "manually curated" to emphasize the human effort involved in ensuring quality and accuracy.

Common error

Avoid using "manually curated" in contexts where manual selection is expected or obvious. Overusing the phrase can sound pretentious. For example, do not say "The flowers were manually curated for the bouquet" unless there's a specific reason to highlight the manual selection process over automation.

Linguistic Context

The phrase "manually curated" functions as a compound adjective modifying a noun. It indicates that the noun (e.g., data, database, list) has been subjected to a process of manual selection, organization, or maintenance. Ludwig AI confirms its wide use in various contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "manually curated" is a common term, especially in scientific and technical domains, used to emphasize the human effort involved in selecting and organizing information. Ludwig AI confirms its common usage. While grammatically correct and widely accepted, it's best used in contexts where the manual aspect adds significant value. Alternatives like "hand-picked" or "expertly selected" can be used to convey similar meanings with slight variations in emphasis. The key is to ensure that the phrase appropriately highlights the value of human involvement in the curation process. Overuse in non-technical or obvious situations should be avoided.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

curated by hand

Reorders the original phrase to emphasize the manual aspect.

human-curated

Uses "human" as an adjective to describe the curation process.

hand-picked

Emphasizes careful selection by a person.

carefully selected

Emphasizes the diligence in the selection process.

expertly selected

Highlights the expertise involved in the selection process.

human-validated

Focuses on the verification aspect performed by humans.

manually checked

Focuses on the verification that was done by a person.

personally reviewed

Highlights individual assessment and examination.

meticulously assembled

Highlights the precision and thoroughness of manual assembly.

hand-edited

Implies manual modification and refinement.

FAQs

What does "manually curated" mean?

The phrase "manually curated" means that something has been carefully selected and organized by a person, rather than by an automated system or algorithm. It emphasizes human involvement and often implies a higher level of quality control.

When is it appropriate to use the phrase "manually curated"?

It's best to use "manually curated" when you want to highlight the human effort and expertise involved in selecting and organizing information or data. This is especially relevant in fields like science, data management, and information technology, where automated processes are also common.

What can I say instead of "manually curated"?

You can use alternatives like "hand-picked", "expertly selected", or "human-validated" depending on the nuance you want to convey. The best choice will depend on the specific context.

Is "manually curated" better than "automatically curated"?

Neither is inherently better; they simply describe different processes. "Manually curated" emphasizes human judgment and attention to detail, while "automatically curated" highlights efficiency and scalability. The choice depends on the desired characteristics of the final product.