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The authors take advantage of a fortuitous data set, and use an ordered probit-model to compare the score given by expert peer reviewers to 11,500 research articles (i.e., Excellent-A; Good-B; Fair-C; Limited-D) and the rating of the journal (classified as A or non-A) in which the individual articles were published.
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These repetitions reduce the risk of choosing fortuitous data splits.
Due to fortuitous data splits, the data sample need not be representative of the entire data set.
In the 'heavily repeated' data partitioning experiment, 400 different splits into 'oracle' data set and small data sample were computed to attenuate the influence of fortuitous data splits.
Scientists monitoring a joint European Space Agency (ESA)–NASA solar probe in the waning months of its 18-year mission have collected a fortuitous but startling set of data.
However, our data also suggest that EA-free additives can be found that could be used to manufacture BPA-free PC replacement products from resins that were also EA-free, Such a fortuitous circumstance might account for our data that some COC, COP, or PETG products were EA-free.
However, these experimental, animal data were largely obtained with preinjured bladders, contradictory to the clinical situation, and a fortuitous relationship between the efficacy of BCG therapy and fibronectin has been suggested (Bevers et al, 1998, 2000).
It was a fortuitous combination.
It was a fortuitous development.
"It's a fortuitous confluence".
It proved to be a fortuitous decision.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com