research-document DFR-96F574220179
Frontier analysis — HDR Interface Adaptation and Recovery — Itten Color Contrasts / Experiment Report / EX ITTEN 003 Hdr Adaptation
Frontier analysis — HDR Interface Adaptation and Recovery — Itten Color Contrasts / Experiment Report / EX ITTEN 003 Hdr Adaptation
Knowledge boundary
- Source: content/projects/itten-color-contrasts/experiment-report/EX-ITTEN-003-hdr-adaptation.md
- Status: model-simulation-complete-instrumented-study-pending
- Discipline: Measurement
- Confidence: not explicitly stated
- Primary objective: How do peak luminance, bright-field area, and ambient illumination change post-highlight search, legibility, discomfort, and recovery? A field-size/adaptation account fails if recovery is invariant across physically verified exposure conditions.
- Primary claims/evidence: Predicted 90% recovery time had median 9.1656 s , 95th percentile 14.2672 s , and maximum 16.0654 s . Predicted initial sensitivity loss had median .1849 and maximum .3864 . These numbers are model outputs and must not become design thresholds.
- Methodology: Predicted 90% recovery time had median 9.1656 s , 95th percentile 14.2672 s , and maximum 16.0654 s . Predicted initial sensitivity loss had median .1849 and maximum .3864 . These numbers are model outputs and must not become design thresholds.
- Limitations/known uncertainties: Question and falsifier: How do peak luminance, bright-field area, and ambient illumination change post-highlight search, legibility, discomfort, and recovery? A field-size/adaptation account fails if recovery is invariant across physically verified exposure condi…
Five highest-value opportunities
| Rank | Record | Category | Frontier score |
|---|---|---|---|
| 1 | RFR-43BA3D2C — Independent validation of the central claim | Validation | 493 |
| 2 | RFR-38A7F902 — Calibrate construct and measurement validity | Measurement | 492 |
| 3 | RFR-3BDD2BFE — Test cross-population and cross-context transfer | Accessibility | 492 |
| 4 | RFR-64F2B086 — Map boundary conditions and failure regimes | Experimentation | 491 |
| 5 | RFR-91E87E8B — Create a shared benchmark and decision threshold | Tooling | 392 |
Challenge and confidence decay
The source was challenged for construct validity, independent replication, boundary conditions, transfer, and comparative baselines. Confidence should decay when the source lacks a dated replication, when its technology or target population changes, or when later artifacts report contradictory findings. Revalidation is recommended before treating context-bound recommendations as universal.