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Draft evaluation

Climate Heat Stress Risk Assessment using Mastra AI and o3 — evaluation

Evaluates property heat vulnerability index predictions against geospatial ground truth.

Evaluation type
task based
Challenge
Climate Heat Stress Risk Assessment using Mastra AI and o3
Difficulty
Intermediate
Rigor
Not declared

The author has not specified a rigor level.

Evaluation overview

How the linked challenge is judged: tasks, benchmarks, and criteria count.

Tasks
1
Benchmarks
0
Criteria
0

Task templates

Inputs and expected outputs.

Task 1

heat_vulnerability_index

Computes normalized vulnerability index (0.0 to 1.0) for property coordinates.

Input format

JSON object with latitude, longitude, building_type, urban_heat_island_index, and green_cover_pct

Output format

JSON object with vulnerability_score (float 0-1) and primary_risk_factor (string)