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Dead rats, dopamine, performance metrics, and peacock tails: proxy failure is an inherent risk in goal-oriented systems.

Overview of attention for article published in Behavioral & Brain Sciences, June 2023
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (96th percentile)
  • High Attention Score compared to outputs of the same age and source (87th percentile)

Mentioned by

news
1 news outlet
twitter
103 X users

Citations

dimensions_citation
1 Dimensions

Readers on

mendeley
13 Mendeley
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Title
Dead rats, dopamine, performance metrics, and peacock tails: proxy failure is an inherent risk in goal-oriented systems.
Published in
Behavioral & Brain Sciences, June 2023
DOI 10.1017/s0140525x23002753
Pubmed ID
Authors

Yohan J John, Leigh Caldwell, Dakota E McCoy, Oliver Braganza

X Demographics

X Demographics

The data shown below were collected from the profiles of 103 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 13 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 13 100%

Demographic breakdown

Readers by professional status Count As %
Professor > Associate Professor 3 23%
Researcher 3 23%
Student > Bachelor 2 15%
Other 1 8%
Student > Doctoral Student 1 8%
Other 0 0%
Unknown 3 23%
Readers by discipline Count As %
Philosophy 2 15%
Computer Science 2 15%
Unspecified 1 8%
Agricultural and Biological Sciences 1 8%
Psychology 1 8%
Other 2 15%
Unknown 4 31%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 72. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 12 March 2024.
All research outputs
#609,022
of 25,802,847 outputs
Outputs from Behavioral & Brain Sciences
#88
of 2,096 outputs
Outputs of similar age
#12,479
of 379,428 outputs
Outputs of similar age from Behavioral & Brain Sciences
#1
of 8 outputs
Altmetric has tracked 25,802,847 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 97th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 2,096 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 14.5. This one has done particularly well, scoring higher than 95% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 379,428 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 96% of its contemporaries.
We're also able to compare this research output to 8 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them