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To overcome this drawback, these databases must be populated with high quality reaction data Electronic Laboratory Notebooks (ELNs), where all data is recorded, are generally agreed to be the best source of this data, although the global academic adoption of ELNs is some way off.
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Databases, including Reactome, KEGG, PID and Panther Pathways, containing broad-scale information represent the best collections of high-quality reaction and interaction data available to the scientific community today.
In 2013 Forbes Katheryn Thayer asserted that digital-era artists' work must not only be of high quality, but must elicit reactions on the YouTube platform and social media.
Finally, the HMA provides Hreed, a reaction database that provides high quality of structured information of metabolic reactions and related data.
The continued advancement of X-ray generation and collection mean that it is now possible to obtain high quality data from catalysts under reaction conditions with second/sub-second time resolution.
More variable reactions have "high quality" values and are visualized by red graduation.
A high quality fit between unknown and standard reactions is the basis for identifying reaction constants that include on rate (ka), off rate (kd), and a calculated equilibrium dissociation constant (KD).
The reactions were collected from high quality GEMs and from Rhea, a manually annotated database of chemical reactions [ 24], but not from KEGG reactions.
A central composite experimental design (CCD) was used to optimize the reaction conditions for high quality bio-oil production.
This combination of precursors promoted a surface reaction to yield high quality CdO films with large grain size.
After a thermal dehydrobromination/polycondensation reaction at 200 270 °C, high quality carbonaceous isotropic pitches with a softening point of 196 250 °C were obtained.
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CEO of Professional Science Editing for Scientists @ prosciediting.com