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Classifier fidelity on r/Roofing transfer (n = 400)

0.89Cohen's Kappa

CSAF

Updated 1mo ago

Evaluation Results

Method	Links
CSAF 2026.06		0.89	98	97	97

SOTA Paper

CSAF

Listening to the Workforce: Measuring Construction Worker Safety Attitudes from Social Media Discourse Using LLMs

Dataset

r/Roofing

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Related Benchmarks

Coder reliability on Codebook sample (n = 250) (dev)Coder Reliability on sample (n = 450) (val)Coder reliability on Transfer sample n = 400 Classifier fidelity on r/Construction (val)Classification Stability on Repeated runs 400 cells

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