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Some rephrasing was necessary for items with similar topics and dissimilar wording in the established instruments.
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We took out dissimilar words manually to perform our clustering analysis.
We also show that although stripe CRMs can be recovered by identifying clustered word profiles, neighboring dissimilar word profiles are a more common feature of regulatory sequences.
Then p-values were re-calculated as more dissimilar words to the PWM were considered as motif instances (using the same hypergeometric scoring function as was used for the seed scoring) thus identifying the similarity threshold that led to the lowest possible p-value.
Like in [10], we penalize distributions related to larger regions because they can involve increasingly dissimilar visual words.
Exact word comparison methods consider these words dissimilar.
A word is responded to more quickly and accurately if it is preceded by similar or related words (primed) than if it follows dissimilar or unrelated words.
In the case of the concepts WISH and DESIRE, which are very similar in terms of semantic features, each of the conceptual circuits could be linked arbitrarily to maximally dissimilar symbols or word forms, whose neuronal circuits would therefore be maximally distinct.
While this type of derived relational responding [ 8] is ubiquitous in everyday life, it is also the focal point of many Stimulus Equivalence (SE) based clinical-educational interventions, which are designed to teach children and individuals with cognitive dysfunction conditional relations among dissimilar stimuli, such as words, pictures and objects.
The algorithm was terminated when the maximal value of pairwise distance between the cluster elements became higher than 0.95 (i.e., when the minimal pairwise similarity between cluster elements became lower than 0.05, in other words, when two most dissimilar PWMs in the cluster shared less than 5% of words among the words recognized by any of these PWMs).
As one who both writes and listens, I am often struck by how the talking/listening cure is not dissimilar to what happens with words when one is writing.
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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