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The form '… ed' indicates that an experiment was performed by the authors; suffix removal is thus likely to impede the correct categorization along the Evidence dimension.
In Experiment 1, the categorization effect may reflect arbitrary categorization along the only dimension that happened to be available, tenure length (cf. Moreland 1985).
We thus expect that the accurate automated text categorization along the suggested dimensions will support a wide variety of biomedical applications.
However, to avoid contaminating measures of categorization along one dimension with effects actually attributable to categorization along the other dimension, we used a more conservative analysis strategy (see Stangor et al. 1992 for a similar approach).
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The positive predictive value of the BIRADS 4 categorization alone was 15.9%, compared to 18.7% using the BIRADS 4 categorization along with the prediction model with a 5% predicted probability.
The categorization along each of the dimensions can, in turn, be multi- or single-labeled in and of itself.
If subjects categorized along the dimension of tenure, categorization scores should be significantly greater than zero.
Second, this categorization along development levels or political geographies frequently overlaps with assumptions about political regimes: Destinations in the 'Global North' are often implicitly cast as liberal democracies, while origins in the 'Global South' are classified as autocracies or, at best, malfunctioning democracies.
We believe that the categorization of text along the multiple suggested dimensions, which characterize important aspects of scientific contents, can lead to more accurate extraction and retrieval of information from a large volume of publications.
For instance, go to the Home Depot site and look for a product like a drill, and you will see a categorization of the results along the left side.
Simultaneously these absence dates were transferred to the company's absence records along with a categorization of the absence spell (sick leave, care leave, child's first sick day etc).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com