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We started by considering an individual gene and calculated the over- or underrepresentation of footprints at each codon position compared to the average for all codon positions in that gene, including both small and large footprints (an example from a highly expressed gene is shown in Figure 5A).
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Note that, for the extraction of the footprints we are not considering the order of the units in Ŝ. Figure 1-(c) shows an example of footprint using the days of the week as granularity for day-interval and morning-afternoon-evening as time-windows: the darker the cell the higher the relevance which corresponds to the amount in this case.
Even if a detailed LCA modeling of an individual car is not available for all its technical parts, a simplified life cycle assessment can be performed with comparative calculations based on LCA models published in detail: As an example, lifetime carbon footprints were estimated here according to the conversion of a used Smart in the laboratory of the authors (Figure 2).
In Fig. 3- a) we show an example illustrating how two different individual footprints for customer c correspond to the same collective footprint.
Shampoo is an example of a product where the footprint associated with using the product the so-called "use phase" emissions can be comparable to, or even greater than, the manufacturing footprint.
The C-Cactus is an example of how manufacturers are experimenting to reduce the industry's total carbon footprint, including production and driving emissions.
An example of a strong 5′UTR footprint is shown for thyroid receptor beta (THRB), a regulator of hepatic lipogenesis [ 41, 42].
Corporate sustainability strategies have, so far, focused on that which is measurable and manageable – product footprints, for example, and efficiency in supply chains.
The AI can try and investigate the source of these stimuli, by following the footprints for example, and can sound alarms or call for backup.
At the same time, many rankings missed highly material aspects of sustainability -- banks were ranked on their carbon footprints, for example, but not on the social and financial risks of subprime lending.
Sequential frame comparison sets the displacement axis, which helps with the identification of each of the six footprints, for example the left and right fore (LF, RF), left and right mid (LM, RM), and left and right hind (LH, RH) legs.
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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