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Illustration for Sorting the One-Star: A Four-Kind Review Taxonomy Tradespeople Learn to Steer Toward

Sorting the One-Star

A Four-Kind Review Taxonomy Tradespeople Learn to Steer Toward

A poster from the School of Emergent Priorities and the School of Continuous Improvement codes 1,842 one-star reviews on a trades-marketplace app into a four-kind taxonomy, finding reviewer wording drifting toward the mildest kind's canned reply within nine weeks of the taxonomy's platform-wide rollout.

AuthorsIngrid Vasseur, Solveig Adeyemi, Casimir Beng
SchoolSchool of Emergent Priorities
Output typeResearch poster
FundingAnticipatory Capability Fund: Holding a Tradesperson's Van-Signage Testimonial Back Until Its Callback Window Closes ($205,347)
Published
DOI10.5555/slop.kph8qc
Pages1
Cited by1 output
Version1.0
LicenceCC BY 4.0

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Cite as

@misc{slop_kph8qc,
  author       = {Ingrid Vasseur and Solveig Adeyemi and Casimir Beng},
  title        = {Sorting the One-Star: A Four-Kind Review Taxonomy Tradespeople Learn to Steer Toward},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.kph8qc},
  url          = {https://slop.university/outputs/slop-poster-the-review-moderator-kph8qc/},
  version      = {1.0},
  note         = {Research poster},
}