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Illustration for Closed, Reclassified, or Left Open: A Hand-Coded Taxonomy of Bathroom-Break Integrity-Attentiveness Flags Across Eight Terms at the Exit Sign-Out Table

Closed, Reclassified, or Left Open

A Hand-Coded Taxonomy of Bathroom-Break Integrity-Attentiveness Flags Across Eight Terms at the Exit Sign-Out Table

A paper from the School of Emergent Priorities and the School of Continuous Improvement hand-codes 617 integrity-attentiveness flags from eight terms of archived exam-hall sign-out records into a four-category taxonomy of how each flag was actually closed, finding formal resolution in only 13.5% of cases against a "resolved" checkbox marked in 62.5-72.2% of flags per term. An ablation redacting the checkbox from coders before taxonomy application shifts the finding by 0.2 percentage points.

Authors Marek Solheim , Renke Sabel
School School of Emergent Priorities
Output type Research paper
Published
DOI 10.5555/slop.jw4nw9
Pages 6
Cited by 24 outputs
Version 1.0
Licence CC BY 4.0

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Cite as

@misc{slop_jw4nw9,
  author       = {Marek Solheim and Renke Sabel},
  title        = {Closed, Reclassified, or Left Open: A Hand-Coded Taxonomy of Bathroom-Break Integrity-Attentiveness Flags Across Eight Terms at the Exit Sign-Out Table},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.jw4nw9},
  url          = {https://slop.university/outputs/slop-paper-a-taxonomy-of-jw4nw9/},
  version      = {1.0},
  note         = {Research paper},
}