Scholarship Eval Platform

Run Mode

Preset

Large applicant pool. AI automation encouraged for clear-cut cases.

High Confidence 0.78

0.500.99

≥ this → auto decision

Low Confidence 0.50

0.100.79

< this → escalation path

Escalation Threshold 0.55

0.300.85

Composite risk → Escalation

Senior Adj. Threshold 0.75

0.500.99

Composite risk → Senior Adjudication

Award Sensitivity

Cutoff Zone 5 pts

215

Score within this of boundary → high sensitivity

Prevents over-indexing on unverifiable qualitative signals (essay, leadership) vs structured quantitative data (GPA, financial records).

Quantitative Weight 50%

40% balanced80% quant

🔢 Quantitative

Academic / GPA

Financial Need

Verifiable data

📝 Qualitative

Leadership

Essay Quality

Unverifiable signals

Disagreement Tolerance 0.45

0.150.80

Above this → escalate

Reviewer Strictness 0.20

0 Generous1 Strict

Disagreement Rate 0.25

0 Never0.90 Often

Probability borderline cases trigger human override

Score Noise σ 2.5

0.56.0

Higher = more variance between reviewers

Require human near cutoff Senior adjudication enabled

Applicants

Select all

Configure settings and click Run Evaluation to begin

Pipeline Progress

Decision Records Click a row to expand the audit trail

ID	Applicant	Score	Confidence	Risk	Routing Tier	AI Rec.	Final Decision	Agreement

Insights

Case Records