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Moreover, with manual curation support, we were able to capture the majority of the remaining metadata from associated publications, Figure 8 (B) shows the shift in the mean value of the metadata availability.
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Every component under the PredictProteinConsequence component-type has a value set for ComponentVersion, indicating its version number, and set to match the value of the UseComponentVersion metadata value a Transcript_File dataset.
While very different approaches were used to obtain the "metadata", the results of Category 3 clearly demonstrate the value of using metadata when identifying "known unknowns" as was the case in this contest where candidates were provided.
For instance, if the global value of the metric Length of metadata II is very large, we may have a more detailed view, e.g., by analyzing its values aggregated by day (drill down operation).
The TRUE (T) and FALSE (F) values are set from the comparison between the user features and the value of learning object metadata.
Thus, monitoring the metadata fields and detecting unusual values and correcting them, are very important to PE because it can guarantee the quality of the metadata and, consequently, add value to the content.
It stores the type of metadata that is assessed (foreign key metadata_type_id), when the metric is calculated (foreign key date_id), the web page which the metadata are associated to (foreign key page_id), and the value of the metric.
President Obama also quantified the benefits of the metadata program.
The influence of the metadata is discussed further in "Metadata and consensus identification" section.
The main functional elements of the metadata management layer include metadata management, quality management, and quality evaluation.
This enables deriving data paths from XML elements of the metadata and subsequent matching of the metadata with the derived data.
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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