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quality
knowledge calibration
screening

Expert Calibration Screener

Qualify premium respondents with confidence-rated expertise checks, calibration score, and a short rationale before routing them to deeper work.

Audience

Experts, professional respondents, investors, operators, clinicians, or B2B buyers where answer quality matters.

Outcome

Separate confident knowledge from guesswork and route high-trust respondents to premium surveys.

Method

Knowledge calibration with confidence scoring, screener branching, and optional voice rationale.

8

questions

~6

minutes

119

demo uses

Estimated timing

Domain fit~2 min
Calibration~2 min
Routing~2 min

Logic flags

Segmentable choice logic
Expertise confidence scoring
Transcript-first voice capture
Variable copy substitution
Qualification and consent gates
Quality review checkpoints
Section Tracker
1

Domain fit

Role, market exposure, and recent experience.

3 questions
2

Calibration

Factual checks with confidence ratings.

3 questions
3

Routing

Rationale, consent, and recommended next study.

2 questions
Question Preview

1. Which market or workflow do you know best?

single_choice

2. Answer these expertise checks and rate your confidence.

knowledge_calibration

3. Where did your answer confidence come from?

voice_open_end

4. May we invite you to premium follow-up studies?

single_choice

5. How recently did you work in this domain?

single_choice