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But exposing any internal classification system is less important.
I would venture that Amazon's classification and algorithm system have more of these discriminatory assumptions, and while their tagging system does allow users to correct for some of this, Amazon is using it's internal classification system in it's filters, not user tagging, that I can tell.
Ultimately, the lineage-based approach we employ herein seeks to integrate morphological and molecular information into a refined taxonomic framework that can be employed to further develop the internal classification system for the genus, better delimit species, and to achieve some understanding of how genitalic characteristics have evolved across this group.
COSMIC uses its own internal classification system to provide tissue and histology consistency within the database and to reduce redundancy.
To classify a gene regarding its metabolic role in the cell, the KEGG's internal classification system for pathways was used, taking either the classification for the gene or, if not available, the classification for the EC numbers associated to that gene.
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As extraction of the potential secondary ICD-10 codes is non-trivial, we have in this study only used the primary ICD-10 codes - used for training two of the semantic models and for evaluation purposes in Experiment 1. ICD-10 codes have an internal structure that reflects the classification system ranging from broad categories down to fine-grained subjects.
*Overall internal consistency of the abbreviated health state classification system was adequate (Cronbach's α = 0.814).
Three textural features, related to the plaque's internal composition, the PNN, and the PNN LSM3 classification algorithms were used to design a classification system.
A specific classification system was used in 11/31 (35.5 %) of laboratory reports (for internal use) and 12/31 (38.7 %) of clinical reports (report received by the requesting clinician).
Data are recorded using a detailed internal thesaurus and subsequently classified according to ICPC-2 (International Classification of Primary Care), a classification system for morbidity in general practice accepted and used worldwide [ 8].
The classification system reflects that higher ranked prognostic and predictive studies were those with greater internal validity (eg, data analyzed were from randomized controlled trials versus observational studies), with larger versus smaller sample sizes, and with multivariate versus univariate analyses.
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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