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Before starting the analyses, sequences belonging to the test set RES were clustered at different identity thresholds using CD-HIT [38] to confirm the unbiased composition, in terms of sequence identity, of the randomly extracted proteins (see Table 1).
Before starting the analyses, we filtered the data.
All samples were de-identified before starting the analyses.
The CEGMA pipeline was run to compare the completeness and continuity of the four smut genomes on the basis of these proteins according to the manual for all four smut fungi genomes, with their respective average intron lengths that were calculated before starting the analyses.
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Subsequently, the researchers synthesized their analyses before starting the manuscript writing.
Although it is still possible that a learner effect influenced the study results, each participant did undergo three practice trials before starting the study, and the ANOVA analyses across sampling times within each study day did not suggest a learner effect for same days responses.
Save before starting the battle.
Save the game before starting the encounter.
Make preparations before starting the hunt.
Do adequate research before starting the program.
Two pages of a transcript translated into English were sent round and each investigator extracted meaning units and the concepts contained in these meaning units before starting to analyse the local 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