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The use and transferability of SNPs across V. vinifera has been restricted to a few cultivars [ 23] and to a few wild forms [ 27].
The primary goal of this study was to assess the use and transferability of SNPs discovered from the heterozygous Pinot Noir [ 6] within the species V. vinifera and within the genera Vitis and Muscadinia to validate the use of Pinot Noir genome-based SNP markers for future grape improvement programs using diverse genetic resources.
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We set out some of the technical challenges; addressed through data approximation (considering data quality and metadata protocols) and a combination of automated or manual processing; in the use, adaptation, and transferability of this data.
Although we believe that our findings can also be applicable to other fields of study, the scope and the methodology we used prevent any generalization and transferability of our results to other teaching and learning environments.
To date, a comprehensive study of SNP use and transferability across species within Vitis has never been attempted.
To ensure trustworthiness, we evaluated the credibility, dependability and transferability of the procedures used to generate valid results in this qualitative study [ 26].
An 18-month collaboration ensued, which included numerous discussions and a round-robin study conducted between Monsanto and the CDC, with involvement by UMC researchers, to assess the performance and transferability of the methods used by each laboratory.
In order to improve the credibility and transferability of the data, we used member checking whereby two of the authors, HK and MM, compared the themes and codes resulting from the analyses of 3 students' and 3 teachers' interviews and discussed differences until they reached a consensus (Creswell and Miller 2000; Polit and Beck 2003).
The analysis revealed that a variety of terms and definitions used to describe NaME efforts impedes the comparability and transferability of results.
A number of strategies were used to promote qualitative rigor, specifically credibility, dependability, confirmability and transferability of findings [ 41].
However, further studies with prospective use of our model in different populations have to be conducted to prove the validity and transferability of our data.
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