research-document RFR-A21FA2D9
Calibrate construct and measurement validity: What Was Accomplished
RFR-A21FA2D9 — Calibrate construct and measurement validity: What Was Accomplished
Research opportunity
Calibrate construct and measurement validity for the claims or recommendations in “What Was Accomplished.”
Background
The originating artifact is accepted by the repository publishing inventory with status “completed research phase.” Its Evidence Found section provides the immediate evidence boundary.
Evidence trace
- Origin document: content/projects/project-atlas/research-report/project-atlas-typography-autonomous-research-report-v1.md
- Section:
Evidence Found - Specific assumption challenged: The source's treatment in “Evidence Found” is sufficiently supported for its intended scope.
- Supporting evidence excerpt: “Claude Shannon's communication model provides rigorous concepts for: - entropy - conditional entropy - mutual information - redundancy - noise - channel capacity - decoding error Visual-span researchers have applied information-theoretic calculations to letter recognition. Confusion matrices can be converted into bits…”
- Reason this opportunity exists: Whether the document's operational measures isolate the intended construct rather than a correlated proxy or decision strategy.
Unknowns
- Whether the document's operational measures isolate the intended construct rather than a correlated proxy or decision strategy.
Dependencies
- None; this is foundational work.
Suggested REP and methodology
- Suggested REP:
REP-WHAT-WAS-ACCOMPLISHED-MEASUREMENT - Methodology: Define the construct, compare convergent and discriminant measures, estimate reliability, test measurement invariance, and publish calibration data.
- Expected outputs: Construct definition, measurement protocol, reliability study, calibration dataset, and validity report.
- Success criteria: Measures meet declared reliability and validity thresholds across the principal populations and contexts.
- Recommended agent:
measurement-research-agent - Estimated effort: Medium
- Expected knowledge gained: Whether the document's operational measures isolate the intended construct rather than a correlated proxy or decision strategy.
Evaluation
| Dimension | Score (1–5) |
|---|---|
| Knowledge gain | 4 |
| Potential impact | 5 |
| Cross-project reuse | 5 |
| Scientific importance | 5 |
| Dependency cost | 5 |
| Implementation difficulty | 3 |
| Frontier score | 492 |
Confidence in this opportunity: moderate. Status: Open.