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An even stronger association between predicted and reproductive success was however obtained when data were analyzed independent of dominance rank, i.e., classifying males based on the number of infants sired instead of rank (Z = 6.406, N = 40, p < 0.001; Fig. 2).
For the classes Clinical Management and Evidence Marker as well as for the combined selection of both classes, the values are similar but the maximal F-score (0.59 for Genes/Proteins alone and 0.58 for the combination) is reached at lower ranking positions (rank 555 for the combination instead of rank 728 for Genes/Proteins alone).
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But instead of ranking the season based on record, fencers are also judged based on the skill of their opponents.
Instead of ranking students, the school appoints all those with straight A's valedictorians and gives them special robes at graduation.
And instead of ranking them just by price and schedule, it ranks them based on "agony," a score it creates based on things like price, duration of the flight and number of stops.
So instead of ranking our schools by the number of A grades they churn out, we think it is time to measure them by their ability to produce self-aware, well-rounded young people capable of independent thought and able to make a positive contribution to society and the world of work, no matter what letters are printed on that results slip.
Now instead of ranking first we rank 23rd, between Portugal and Israel.
So instead of ranking a restaurant or point of interest, you can rank specific things at those places.
Instead of ranking collections of truths by two measures, strength and simplicity, we will rank them by three, strength, simplicity and fit.
Often business target broad, high-volume keywords that convert well, instead of ranking keywords based on multiples of volume, competitiveness and conversion rate.
Snapchat smartly began algorithmically sorting Stories to show ones from your favorite people and closest friends first, instead of ranking them purely reverse chronologically.
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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