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The gold standard example often cited is the then prime minister Julia Gillard's broken deal with Wilkie to introduce gaming reform after the 2010 election.
Queer style is also starting to challenge mainstream normative beauty standards that the community often replicates, such as accepting masculinity as the gold standard example of radical transgressive style, particularly for bodies assigned female at birth (AFAB).
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On average, the documents contained 166 annotated gold standard examples.
However, some documents contained as many as 236 and some as few as 8 annotated gold standard examples.
The problem is magnified when the gold standard examples themselves are heavily skewed towards specific functional categories.
Splitting the documents into 10 subsets required for 10-fold cross validation would have created an uneven distribution of the annotated examples and, while some of the sets would have too many annotated gold standard examples, some sets would have included too few.
The reader who might not expect to be enthralled by the dangerous mutability of the gold standard, for example, will find it a subject of real fascination.
However, the use of a gold standard, for example, an epi-aortic flow probe [ 31], is not feasible at bedside in an ICU population.
Often, authors consider their comparator instrument wrongly as a gold standard, for example when they compare the scores of a new instrument to a widely used instrument like the SF-36.
This illustrated the profound difficulty of completely eliminating dependency between gold standard training examples and features used in prediction.
Another shortcoming of current standards for gene/protein function prediction is the nature of the gold standard negative examples.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com