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"boost the likelihood" is correct and usable in written English
It is a phrase meaning to increase the chance of something happening. For example, "By studying for the test, I was trying to boost the likelihood of getting a good grade."
Exact(4)
Then Facebook began using a News Feed algorithms and default filters to choose whose posts you saw, they were trying to slow down the wall – and boost the likelihood you'd see Britney Spears' updates over your friends.
Some researchers have suggested that polyandry evolved to help females boost the likelihood that their offspring will carry certain positive traits such as virility.
They may walk the walk, but other factors specific to individual occupations - like targeted homeownership programs or businesses run from home - boost the likelihood of homeownership, too.
This finding suggests that if health institution that can provide safe delivery service is physically accessible, it will boost the likelihood of using the health facility for delivery service.
Similar(55)
Getting as many countries as possible to associate themselves with the accord strongly served US interests, by boosting the likelihood it would be officially adopted.
We now want to conduct DNA tests on the families to pinpoint a gene that boosts the likelihood of a person developing the condition".
The paper, published in the British Medical Journal, reported that long working hours boosted the likelihood of higher alcohol intake by 11% overall.
In one study conducted in rural China, each farmer who received financial education was found to have boosted the likelihood of his friends taking up weather insurance by 20%.
An enlarged heart boosts the likelihood of death from heart disease in adults.
That in turn drives lock-in for Facebook's ecosystem, boosting the likelihood that people use its main app where they'll see News Feed ads.
For instance, InsideSales.com discovered that a sales rep who calls a lead back within 5 minutes of a request for information boosts the likelihood of closing a sale by 10X.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com