Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Can the Journal Impact Factor Be Used as a Criterion for the Selection
  of Junior Researchers? A Large-Scale Empirical Study Based on ResearcherID
  Data   Early in researchers' careers, it is difficult to assess how good their work
is or how important or influential the scholars will eventually be. Hence,
funding agencies, academic departments, and others often use the Journal Impact
Factor (JIF) of where the authors have published to assess their work and
provide resources and rewards for future work. The use of JIFs in this way has
been heavily criticized, however. Using a large data set with many thousands of
publication profiles of individual researchers, this study tests the ability of
the JIF (in its normalized variant) to identify, at the beginning of their
careers, those candidates who will be successful in the long run. Instead of
bare JIFs and citation counts, the metrics used here are standardized according
to Web of Science subject categories and publication years. The results of the
study indicate that the JIF (in its normalized variant) is able to discriminate
between researchers who published papers later on with a citation impact above
or below average in a field and publication year - not only in the short term,
but also in the long term. However, the low to medium effect sizes of the
results also indicate that the JIF (in its normalized variant) should not be
used as the sole criterion for identifying later success: other criteria, such
as the novelty and significance of the specific research, academic
distinctions, and the reputation of previous institutions, should also be
considered.

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The categories of this paper are: hep-ph
6
The categories of this paper are: astro-ph
36
The categories of this paper are: cmp-lg
32
The categories of this paper are: atom-ph
22
The categories of this paper are: chao-dyn
25
The categories of this paper are: patt-sol
18
The categories of this paper are: econ
29
The categories of this paper are: funct-an
30
The categories of this paper are: q-alg
31
The categories of this paper are: ao-sci
12
The categories of this paper are: nucl-th
4
The categories of this paper are: cond-mat
33
The categories of this paper are: plasm-ph
34
The categories of this paper are: chem-ph
10
The categories of this paper are: q-bio
15
The categories of this paper are: nucl-ex