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While a few of the participants felt the interactive modules were too long, one participant commented: "…I also appreciated that it [the content] was broken into manageable chunks, as well as the way the slides were integrated in with video of the speaker, which allowed a connection with him, rather than listening to some disembodied voice".
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The remaining five modules are too small to be able to obtain meaningful results.
With global perturbations and high modularity each module handles its internal perturbations and, if this fails, flows between the modules are too weak for the perturbation to spread.
The other modules correlated to a metabolic trait (SAT 13, SAT 39, VAT 40) but could not be used for reliable pathway analyses since the number of genes residing in these modules is too small.
Thus it was decided that the behavior of the module was too erratic and unstable to be included in the device, and that the USB interface would offer greater reliability.
While over half of the participants rated the mock grant proposal modules as very good to excellent, their written comments demonstrated that the inclusion of this module was too time-consuming and challenging and it was thus eliminated in subsequent workshops.
We chose a maximum size of 200 nodes as the upper bound to maintain interpretability of modules, as we tested a subset of larger maximum sizes between 200 and 500 that generally resulted in modules that were too general in their functional annotation and therefore not as informative.
Genes were removed from modules if the correlations between their expression values and the module eigengenes were too low (less than 0.3).
Health modules are also being mulled.
Whereas the six-step learning process and interactive activities appeared to support learning, some of the module concepts and language were too advanced, requiring us to readjust our expectations of how these concepts could be feasibly introduced.
If the trigger wheel is not pressed firmly onto the spacer ring, the gap between it and the CompuFire module may be too wide, and the system will not operate properly.
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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