Metadata
Science Any Level Create Hard
Metadata
  • Subject

    Science

  • Education level

    Any Level

  • Cognitive goals

    Create

  • Difficulty estimate

    Hard

  • Tags

    climate tipping points, Earth system modeling, ocean circulation, ice-sheet dynamics, model validation, data requirements

  • Number of questions

    5

  • Created on

  • Generation source

    Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini

  • License

    CC0 Public domain

  • Prompt

    Test the ability to design an integrated computational framework to predict climate tipping points by coupling ocean circulation, ice‑sheet dynamics, atmospheric processes, and biosphere feedbacks. Assess knowledge of model components and coupling strategies (two‑way coupling, time stepping, scale bridging), governing equations or parameterizations, numerical methods, computational architecture and scalability, ensemble design and uncertainty quantification, data assimilation approaches, required observational and paleoclimate datasets (types, resolution, coverage), and practical validation strategies and metrics (hindcasts, synthetic experiments, cross‑validation, benchmarks). Require a concise design outline that justifies modeling choices, specifies data and compute requirements, and presents a validation plan demonstrating how predictive skill and robustness would be evaluated and reported.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.