research-document RFR-9C3E0C44
Independent validation of the central claim: Atlas Perceptual Measurement Layer
RFR-9C3E0C44 — Independent validation of the central claim: Atlas Perceptual Measurement Layer
Research opportunity
Independent validation of the central claim for the claims or recommendations in “Atlas Perceptual Measurement Layer.”
Background
The originating artifact is accepted by the repository publishing inventory with status “Proposed Canonical Foundation.” Its Purpose section provides the immediate evidence boundary.
Evidence trace
- Origin document: content/projects/project-atlas/research-note/df-atlas-color-005-perceptual-measurement-layer.md
- Section:
Purpose - Specific assumption challenged: The source's treatment in “Purpose” is sufficiently supported for its intended scope.
- Supporting evidence excerpt: “Define how Project Atlas records, transforms, compares, validates, and communicates color measurements without pretending that one color space solves every problem. The layer is designed to support: - design tokens - web components - visual research - accessibility - material and architectural color - image and displa…”
- Reason this opportunity exists: Whether the central claim survives preregistered, independent testing under explicitly bounded conditions.
Unknowns
- Whether the central claim survives preregistered, independent testing under explicitly bounded conditions.
Dependencies
- None; this is foundational work.
Suggested REP and methodology
- Suggested REP:
REP-ATLAS-PERCEPTUAL-MEASUREMENT-LAY-VALIDATION - Methodology: Preregister hypotheses, sampling, exclusion rules, measures, and analysis; reproduce the claimed effect with an independent implementation and report effect sizes and uncertainty.
- Expected outputs: Preregistration, replication dataset, analysis code, effect-size report, and claim-status decision.
- Success criteria: The study has adequate power, reproducible materials, explicit failure criteria, and updates the originating claim regardless of outcome.
- Recommended agent:
validation-research-agent - Estimated effort: Large
- Expected knowledge gained: Whether the central claim survives preregistered, independent testing under explicitly bounded conditions.
Evaluation
| Dimension | Score (1–5) |
|---|---|
| Knowledge gain | 5 |
| Potential impact | 5 |
| Cross-project reuse | 5 |
| Scientific importance | 4 |
| Dependency cost | 4 |
| Implementation difficulty | 3 |
| Frontier score | 493 |
Confidence in this opportunity: moderate. Status: Open.