Metadata
Science Adult Learning Analyze Hard
Metadata
  • Subject

    Science

  • Education level

    Adult Learning

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Hard

  • Tags

    climate models, uncertainty analysis, sensitivity analysis, AOGCM, ensemble methods

  • 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 analyze sources and pathways of uncertainty in coupled atmosphere–ocean general circulation models, including parametric, structural, and initial-condition uncertainties; evaluate propagation through coupling processes and feedbacks across timescales; compare and justify sensitivity and uncertainty-quantification methods (ensemble experiments, Monte Carlo, adjoint/singular-vector analysis, variance-based Sobol, Morris, emulators); interpret diagnostic metrics and ensemble outputs; and design targeted experiments or calibration strategies to reduce or characterize uncertainty for scientific and policy-relevant model applications.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.