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It's wasteful to go through the whole sentence only to find that the first word the network picked is wrong, and then start over with that knowledge, so DeepL and others in the machine learning field apply "attention mechanisms" that monitor for such potential trip-ups and resolve them before the CNN moves on to the next word or phrase.
For example, the group of Bruce Howard suggested the existence of cellular checkpoint mechanisms that monitor the proper maintenance of heterochromatin domains during cell proliferation, and further proposed that defects in their maintenance could contribute to the phenomenon of replicative senescence (Howard, 1996; Ogryzko et al., 1996).
Using narrative analysis of interview data from key global policy actors, I argue that future policy will be constrained by: first, the assumptions that currently underlie global policy actors' narratives of quality and equity; and second, new consensual aid implementation mechanisms that monitor narrow definitions of quality.
The trust that is built up between actors saves the costs of designing and using elaborate control mechanisms that monitor and ensure proper actor behavior.
Protein biosynthetic pathways are normally at equilibrium with quality control mechanisms that monitor folding and assembly.
Immortalization is a necessary step toward the malignant transformation of normal human somatic cells, which have intrinsic mechanisms that monitor cell divisions and limit their life span.
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This discovery led to the proposal that there might be a mechanism that monitors chromatin modifications and may inhibit siRNA-mediated chromatin inactivation [63].
Therefore, there is a mechanism that monitors cell size and uses this information to regulate progression through events of the cell cycle.
Actually, an IRE1-independent surveillance mechanism that monitors protein folding in the ER has been indicated in yeast [ 35] and in metazoan cells.
Our results suggest a novel cell cycle surveillance mechanism that monitors nucleosome assembly without involving the DNA repair pathways and exerts its effect via suppression of CDC25 phosphatase String expression.
Although such "checkpoints" have been extensively studied in many organisms and much is understood with respect to the monitoring of DNA replication and DNA damage little is known with regards to mechanisms that might monitor the completion of cytokinesis.
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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