Research Tools
Design Simulator
Calibrate your demographic cohort allocation before the LRS begins active telemetry tracking.
Population Sampling Engine
Target α = 0.05
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Demographic parity check activated
Ensures "Algorithm Bias Dashboard" rules apply to cohort A vs B.
Design of Experiments (DOE) Planner
| Factor (Intervention) | Level (-) | Level (+) | Status |
|---|---|---|---|
| Adaptive Scaffolding Frequency | Infrequent (Static) | High-Frequency (Dynamic BKT) | Active |
| RAG Tone Variation | Strict / Direct | Encouraging / Motivational | Draft |