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CES: Who Speaks for the Poor: Electoral Geography, Party Entry and Representation?
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The status quo for data entry and representation of structures and properties leaves considerable room for improvement.
But the classic story is this: a family of theorems Dutch book theorems (see entry) and representation theorems (see entry)—are taken to show that any deviation from the three axioms of probability leads to irrational decision-making.
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However, meta-entities may also be used for ease of data entry and visual representation.
The sparse solution in Figure 1b has four nonzero entries and the representation error is about 10−1.
Public Relations, and the communications industry in general, is highly inclusive for women at entry level but leadership roles still frequently go to men, and representation is even more skewed when it comes to women of color.
Women comprise 73% of the workforce in entry and junior level roles but female representation drops to 42% at senior management level and 32% at director level.
For a good overview of attempts to provide the latter sort of theory, see the entry on mental representation and the essays in Stich and Warfield (1994).
Although these entries are cross-linked in their respective databases, the comparison and integration of information regarding this entity involves a procedure that requires a degree of human involvement, especially if this entry has to be further cross-linked to another entry in any number of other databases, each having unique data fields or approaches to data presentation and representation.
Figure 2 shows a schematic representation of the order entry and scheduling procedure.
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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