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The Problem with Kappa

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References

1960A Coefficient of Agreement for Nominal Scales42,335 cited
1968Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit.8,719 cited
1996Assessing agreement on classification tasks: the kappa statistic2,088 cited
1955Reliability of Content Analysis: The Case of Nominal Scale Coding1,849 cited
1970Estimating the Reliability, Systematic Error and Random Error of Interval Data493 cited
2004The Kappa Statistic: A Second Look488 cited
2006Comparison of classification accuracy using Cohen’s Weighted Kappa320 cited
1987Diversity of decision-making models and the measurement of interrater agreement.254 cited
2010Inequalities between multi-rater kappas226 cited
2005Inferential Methods for the Tetrachoric Correlation Coefficient126 cited
2010A Formal Proof of a Paradox Associated with Cohen’s Kappa64 cited
1993Kappa muddles together two sources of disagreement: Tetrachoric correlation is preferable58 cited

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2014Spontaneous facial expression in unscripted social interactions can be measured automatically69 cited
2020It's the End of the Gold Standard as we Know it. On the Impact of Pre-aggregation on the Evaluation of Highly Subjective Tasks.27 cited

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