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While it is possible to use sentiment and semantic analysis to interpret free text in user reviews, if available, to gain insight into a user's reasons for a product rating, these methods are expensive to implement and error prone, and rely on significant data input from the user.
These methods still perform poorly as they attempt to interpret free text extracted from scientific literature, where the same concept may be described in different ways, whereas in GO each concept is unequivocally coded.
Failure to form secondary radicals using standard scavengers, such as ethanol, dimethyl sulfoxide, sodium formate, and sodium azide, suggests that caution must be used to interpret free hydroxyl radical generation in solution.
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Knowledge architecture is considered independently of its implementation; abstraction of knowledge system as an interpreted free deductive system is used for analysis of knowledge-based systems.
And as long as the Supreme Court interprets "free speech" to include spending untold fortunes in elections, it seems fair to also define free speech as a peaceful protest on public grounds, or even public airspace.
Despite the acknowledgement that injury narrative data may contain valuable information, they remain underutilized due to difficulties in analyzing and interpreting free text data sources [ 9].
In the case of imaging, specialists prefer reading their own imaging with assistance available as needed from radiologists etc. Pathology is somewhere in between in that the interpreted free text reports are always stored in an EHR but viewing pathology specimens requires going to pathology to view them.
Philip Hollobone, the Conservative MP for Kettering, who claimed the Spanish already "interpret the free movement directive much more robustly".
Two independent raters (RD, SLH) applied qualitative principles of content analysis and charting [ 24] to interpret the free text data regarding the benefits/gains of mentoring.
Imposing an inwardly directed osmotic gradient reduces outward flow and increases bidirectional flow, which we interpret as free diffusion back and forth (figure 4B).
Here, tools dedicated to ion chromatogram extraction, time alignment, signal normalization and statistical analysis were used to interpret label-free relative difference between primary human chondrocyte secretomes and dilutions thereof, analyzed successively by LC-MALDI.
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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