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quallmer.app

Interactive Validation App for 'quallmer'

v0.1.0 · Mar 8, 2026 · MIT + file LICENSE

Description

Companion package to 'quallmer' providing an interactive 'shiny' application for manual coding, reviewing large language model (LLM) generated annotations, and computing inter-rater reliability metrics. Supports three modes: blind manual coding, LLM output validation, and agreement calculation. Computes standard reliability metrics including Krippendorff's alpha (Krippendorff 2019 <doi:10.4135/9781071878781>), Cohen's kappa, Fleiss' kappa (Fleiss 1971 <doi:10.1037/h0031619>), intraclass correlation coefficient (ICC), and percent agreement for nominal, ordinal, interval, and ratio data. Also computes gold-standard validation metrics including accuracy, precision, recall, and F1 scores following Sokolova and Lapalme (2009 <doi:10.1016/j.ipm.2009.03.002>).

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CRAN Check Status

6 OK
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Flavor Status
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-oldrel-macos-arm64 OK
r-oldrel-windows-x86_64 OK
r-release-macos-arm64 OK
Check details (6 non-OK)
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-oldrel-macos-arm64

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OK r-oldrel-windows-x86_64

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OK r-release-macos-arm64

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Check History

OK 6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies quallmer shiny bslib dplyr tidyr irr htmltools cli quallmer.app

Version History

new 0.1.0 Mar 9, 2026