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This task represents an ill-posed inverse problem that requires appropriate regularization.

This task represents an interesting twist on standard multi-class text categorization because there are several different degrees of similarity between class labels; for example, "three stars" is intuitively closer to "four stars" than to "one star".

For many patents, these reports can be automatically interpreted with a high degree of precision and recall, and this task represents the major body of work reported in this paper.

However, since we did not include additional control groups for the auditory cue condition, we cannot determine whether impaired performance on this task represents deficits in actual conditioning or in other behavioral processes such as sensitization.

Therefore this task represented a novel situation for the fish.

A total ILF performance score on this task represents the number of words correctly produced across the two trials, summed together.

DOI: http://dx.doi.org/10.7554/eLife.11945.006 We first adopted a classical approach to analysing our data, examining features of the task represented by neural activity.

While this may not be surprising because these tasks represent near transfer, it has important practical implications.

This may support the interpretation that these tasks represent a different construct compared to the goal question; the umbrella goal may represent a more intrinsic feeling of acceptance in which time is an important factor.

However, these tasks represent "building blocks" of functionality.

Some of these tasks represent common sense, while others may be more novel.

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