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Durlak, J. A., Weissberg, R. P., Dymnicki, A. B., Taylor, R. D., & Schellinger, K. B. (2011) · Child Development · doi:10.1111/j.1467-8624.2010.01564.x · Cited by 10,854
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Rhoades, L., & Eisenberger, R. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.4.698 · Cited by 7,592
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Metadata
- Authors
- Freeman, P. R., Hedges, L. V., & Olkin, I.
- Venue
- Biometrics
- Publisher
- JSTOR
- Published
- 1986-06
- Volume
- 42
- Issue
- 2
- Pages
- 454
- ISSN
- 0006-341X (ISSN-L)
- OpenAlex
- W2797884775
- Cited by
- 4,784
- References
- 0
- FWCI
- 72.78
- Type
- journal article
- Language
- en
- Open access
- closed
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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