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The results showed that the students generally exhibited similar challenge profiles with the exception of one student (see Fig. 4).
The four challenge profiles were further elaborated based on scientific literature as they were going to be used in a follow-up workshop.
In the second step the scenarios were analysed by stakeholders to identify the scenario-specific challenge profiles in terms of food safety and nutrition.
Figure 4 shows the challenge profiles of the two clusters the average challenge profile for the similar group of 14 students and one outlier, a single student who seemed to face many more challenges than the rest of the students.
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The dark-side predictor, which is officially named the Leadership Challenge Profile, focuses on obstacles to success.
The results provided the project team with a rich challenge profile for each scenario.
Hence its sleeker, less aesthetically challenging profile.
This conceptual overview is supplemented with online resources (images, videos, and links) and a discussion of teaching strategies (Allchin 2009a) that may help instructors meet the challenges profiled here.
First, we ran an agglomerative complete-link hierarchical clustering algorithm to see how the students grouped based on their challenge frequency profiles per activity.
In order to determine if the 3D7 AMA1 vaccine had induced protection against FCH/4 and FVO parasite challenge, parasitemia profiles were examined for individual animals within the different immunization groups.
We have a chance to challenge racial profiling in all its forms, and to fight the underlying cause of violence in our communities -- by the good guys and bad guys alike.
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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