Metadata
Science Grade 9-12 Create Hard
Metadata
  • Subject

    Science

  • Education level

    Grade 9-12

  • Cognitive goals

    Create

  • Difficulty estimate

    Hard

  • Tags

    ocean acidification, coral calcification, experimental design, statistical modeling, marine science, CO2

  • 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 students' ability to create a complete experimental protocol and predictive mathematical model to quantify how increasing CO2-driven ocean acidification affects coral calcification rates, including clear hypotheses, species selection, sampling strategy, control and treatment pCO2/pH gradients, environmental controls (temperature, salinity, light), replication and sample-size justification (power analysis), measurement methods (e.g., buoyant weight, alkalinity anomaly, micro-CT), time-series sampling schedule, listed variables and covariates, data preprocessing, and a detailed statistical and modeling plan (ANOVA/ANCOVA, regression or mixed-effects models, parameter estimation, model selection, uncertainty quantification, and validation), plus logistical and ethical considerations and a feasible timeline.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.