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A three step standardization procedure was performed before calculating the physicochemical property distributions.
A standardization procedure is proposed to take into account the correlation estimations of the outputs with their associated input series.
The QSAR-ready workflow decreases the number of structures through the removal of duplicates generated by the standardization procedure.
The PDSI shows the lowest sensitivity to variation in their climate inputs, probably as a consequence of the standardization procedure of soil water budget anomalies.
For the companies and customer to compare the quality of different CNTs, the CNT industries require some form of standardization procedure.
The structures were subject to an identical standardization procedure as described in the case of the three other datasets, i.e. the SCL, WOMBAT and MLSMR PubChem datasets.
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Intelligence tests have provoked a great deal of controversy about what kinds of mental abilities constitute intelligence and whether the IQ adequately represents these abilities, with debate centring on cultural bias in test construction and standardization procedures.
The second one is a structural modification due to tautomer standardization procedures.
Furthermore, the results of this study highlight that further refinement of standardization procedures in PubChem will be beneficial.
Another reason for ambiguity is that many databases massively integrate information from other databases, but may use different standardization procedures.
In this study, we outline the data standardization procedures established to permit the comparison of data across time and space.
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