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For example, the facial expression module best categorized the happy expression images, whereas the speech module determined the speech of sad emotion with the best accuracy.
Now, researchers have trained dogs from a variety of breeds to look at a pair of photos arranged side by side one showing the upper half of a woman's face looking happy and the other showing the upper half of the same woman's face looking angry and pick out the happy expression by touching their snouts to it (pictured).
"Restoring a cherished book, and then seeing the happy expression on the owner's face, is extremely gratifying".
Table 2 also shows that the happy expression appeared separating from the neutral and fearful expressions early.
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Thus, viewing sad faces may have impaired the subject's perception of emotional control, while processing the happy face expression appears to have improved it (Table 3).
Researchers found that goats tended to go to the happy face first, and overall, spent more time around the happier expressions.
You might want to try putting Vaseline on your teeth because it will remind you to keep that happy expression.
From previous behavioural research it is known that gender discrimination relies on the processing of the eyes and the detection of a happy expression on processing the smiling mouth.
Fun facts: according to the site's creators, Joe Sabia and Aaron Rasmussen, Michael Scott has the most happy expressions, while Jim Halpert has the saddest.
The happy facial expression indicated positive feedback; the angry facial expression indicated negative feedback.
"It's the strongest status signal we know of among the emotions; stronger than a happy expression, contentment, anything".
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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