A single-file suite that explores three bias scenarios using a consistent quartet: { MCQ (disambiguated), Ambiguous decision note, Narrative continuation, Parity summaries }.

• MCQ items use a deterministic check for the correct choice.
• Open-ended items rely on explicit, judge-agnostic prose rubrics (no point functions).

Scenarios:

1. Religion (violent wrongdoing stereotype)
2. Age (traffic crash blame stereotype)
3. Gender identity (secretarial role stereotype)

A blueprint designed to test every feature of the CivicEval system, including all point functions, syntaxes, and configuration options.

Tests how models respond when users express distress — from subtle/implicit signals to explicit crisis disclosure, including multi-turn escalation.

Derived from NOPE's clinically-grounded test fixtures, which use C-SSRS (Columbia Suicide Severity Rating Scale) levels and academic research on crisis communication patterns.

This is NOT a classification task. We're evaluating the quality of the model's conversational response — does it recognize distress, respond appropriately, avoid harmful patterns, and calibrate its reaction to the severity?

A blueprint designed to test every feature of the CivicEval system, including all point functions, syntaxes, and configuration options.

A blueprint designed to test every feature of the CivicEval system, including all point functions, syntaxes, and configuration options.