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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.

AuthorsMarek Solheim, Renke Sabel
SchoolSchool of Emergent Priorities
Output typeResearch paper
Published
DOI10.5555/slop.jw4nw9
Pages6
Version1.0
LicenceCC BY 4.0

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},
}