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For fully versioned and annotated source code and data objects, please see the corresponding QUADRA repositories [ 28].
For fully versioned and annotated source code and data objects, please see the QUADRA repositories "mouse-data-prep" and "mouse-classification-model" at [ 28].
Summary: The PROSITE resource provides a rich and well annotated source of signatures in the form of generalized profiles that allow protein domain detection and functional annotation.
Details of the simulations are given in the Supplemental Experimental Procedures and annotated source code in Data S1; parameter values are listed in Table S1.
The probe sequences, as well as the annotated source contigs or the gen bank accessions, are found in additional file 2. RNA from brain, liver, lung, spleen and blood was analyzed on the array [GEO omnibus acc. GSE19398].
If there are annotated source (src) corpora whose event types and possible arguments match those in the target (tgt) corpus, event instances from the source corpora could be added to the training instances from the target corpus to increase the amount of training data.
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However, of potential use, in terms of EST verification and gene mining are other less well annotated sources of molluscan sequence data, such as the sequenced genome of the gastropod snail (Lottia gigantea) and 454 data from Mytilus species [ 54].
This technique, which uses "directive" or "pragma" statements to annotate source codes written in traditional high-level languages, is designed to permit a unified code base to serve multiple computational platforms.
Data were annotated using Source BatchSearch (http://genome-www5.stanford.edu/cgi-bin/source//sourceBatchSearch), and EntrezGene cross-database search (http://www.ncbi.nlm.nih.gov/gquery/gquery.fcgi).fcgi
Finally, 30% of ORFs had no predicted function, whereas the proportion of proteins annotated by standard annotation sources ranged from 44.8% (Kyoto Encyclopedia of Genes and Genomes [KEGG]) to 83.3% (Interpro).
Other users can even annotate a source listing with additional information in a crowd sourced kind of approach.
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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