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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)