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The phrase "adopt the choice" is correct and usable in written English.
It can be used when discussing the act of selecting or accepting a particular option or decision.
Example: "After much deliberation, the committee decided to adopt the choice that best aligns with our values."
Alternatives: "make the choice" or "embrace the option".
Exact(1)
Our first model (Model 1: see Methods and Analyses) predicts that when individuals favour the incorrect choice, B (are misinformed), or are equally likely to choose A or B (essentially have very little information), groups should adopt the choice of a single expert, especially in larger groups (Figure 1a; Figure 1b).
Similar(59)
Even Pelosi, who took some flak from her party's left for the Peterson interview, has adopted the "choice" argument.
This tripartite coalition adopts the choice of bringing down the existing regime in Bahrain and the establishment of a democratic republican system.
We present conditions (involving group size, and diversity of individual information) under which groups would be expected (if they want to maximise accuracy) to adopt one of two decision rules: (i) aggregate information possessed by individuals, thus augmenting their 'collective cognition' [9], [11], or (ii) adopting the choice of a single 'expert' [12], [13].
For this reason, our choice was to include all the data in the analysis, adopting the choice of attributing half the noise amplitude (noise – 6dB) to all signal levels below this threshold.
Although the choice of is nonunique, in the following, we adopt the universal choice for all, that is,.
As previously stated, many studies on this subject adopt the discrete choice method based on random utility theoryb.
Far more cities should adopt the ranked choice ballots for their overseas voters.
But their egg-sitting and hatching skills impressed staff so much that when one of the flamingo nests was abandoned last week, they were considered the number one choice to adopt the chick.
The rationale and goal of family planning is to empower women and childbearing adolescents to decide on contraceptive methods, adopt the method of choice, and use this method for 2 years or longer, depending on the reproductive intentions of the woman or couple.
States generally have adopted the ranked choice ballot to comply with the Uniformed and Overseas Citizens Absentee Voting Act (UOCAVA).
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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