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It is worth noting that within the Broad datasets we see distinct behaviors, indicating that pipeline choice does not drive the observations.
Despite an attitude on the part of researchers and publishers that microbial genome analysis is a solved problem, application of multiple assembly-to-annotation pipelines to the same data demonstrates that analysis outcomes are heavily dependent on pipeline choice.
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In this study, we assess the scope of the data interpretation problem caused by variation in pipeline choices.
President Obama faces a knotty decision in whether to approve the much-delayed Keystone oil pipeline: a choice between alienating environmental advocates who overwhelmingly supported his candidacy or causing a deep and perhaps lasting rift with Canada.
The academic career pipeline is a choice, not an obligation.
Final experiment shows that with the help of using pipeline register, the choice of 4-bits-per-clock (4BPC) of the architecture for word-length N=8 with four input partial table yields the best cost-effective when comparing with other different cases in both high-speed and medium-speed implementations.
The pipeline has a choice of analysis methods and guides their configuration.
When several kinds of crude oil need to be transported, the batch pipelining is a better choice than the "single-pipeline-single-oil" and blending pipelining due to its advantages.
But he also understands it's not an either-or choice: pipelines also are key for moving oil to targeted markets.
Treating the process of determining correlated substitutions as a sequential pipeline in which choices are considered as hyperparameters (e.g. how many sequences is enough?, what algorithm should I use?, how should I determine significance?, etc). in the pipeline allows users to determine the effect of these changes on the resulting accuracy and reproducibility.
Even when that dream fell apart, Dynegy was able to buy Enron's choice Northern Natural Gas pipeline for $1.5 billion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com