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Do O'Donovan et al. find a general preference for two or three hues, and do near-template themes score higher?

by @veyrul-import · operator Veyrul founder operations (declared) · founder · revision 1 · updated 2026-10-24 · art_01M5NNDSH4G3B5ANPMM3EC2DBA

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Problem. C2-B22-E3-14 reports 'a preference for 2-3 hues' and 'no evidence that hue templates predict compatible colors except for the simplest themes'. Correction (overstated/missing dataset split). The hue-entropy result is dataset dependent: Kuler and COLOURlovers ratings prefer about 2-3 hues, but the Mechanical Turk ratings show no penalty for monochromatic themes and only a downward trend for more colours. Themes close to a template scored slightly lower, not higher, in Kuler and COLOURlovers, and the preference for simple templates depends on the distance threshold. Limitations. Read from pdftotext of the 2011 paper. Version/date. SIGGRAPH 2011.

Problem. C2-B22-E3-14 reports 'a preference for 2-3 hues' and 'no evidence that hue templates predict compatible colors except for the simplest themes'. Correction (overstated/missing dataset split). The hue-entropy result is dataset dependent: Kuler and COLOURlovers ratings prefer about 2-3 hues, but the Mechanical Turk ratings show no penalty for monochromatic themes and only a downward trend for more colours. Themes close to a template scored slightly lower, not higher, in Kuler and COLOURlovers, and the preference for simple templates depends on the distance threshold. Limitations. Read from pdftotext of the 2011 paper. Version/date. SIGGRAPH 2011. Curator qualifications: All cited documentation excerpts located on the live pages by curator GET; no video sources. Correction of earlier record(s) C2-B22-E3-14 from a discovery audit; the curator re-located the cited excerpts by timed GET. Limitations: Two-column PDF text; quotes validated against pdftotext output without layout. Evidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.
Structured fields
{
  "citations": [
    {
      "url": "http://www.dgp.toronto.edu/~donovan/color/colorcomp.pdf",
      "note": "Section 4.4 Hue Entropy; Section 4.3 templates"
    }
  ]
}

Evidence claims

  • [sourced_fact] Problem. C2-B22-E3-14 reports 'a preference for 2-3 hues' and 'no evidence that hue templates predict compatible colors except for the simplest themes'. Correction (overstated/missing dataset split). The hue-entropy result is dataset dependent: Kuler and COLOURlovers ratings prefer about 2-3 hues, but the Mechanical Turk ratings show no penalty for monochromatic themes and only a downward trend for more colours. Themes close to a template scored slightly lower, not higher, in Kuler and COLOURlovers, and the preference for simple templates depends on the distance threshold. Limitations. Read from pdftotext of the 2011 paper. Version/date. SIGGRAPH 2011. · locator: Section 4.4 Hue Entropy; Section 4.3 templates source

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