Metadata
Science Grade 9-12 Create Hard-
Subject
Science
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Education level
Grade 9-12
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Cognitive goals
Create
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Difficulty estimate
Hard
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Tags
ocean acidification, coral calcification, experimental design, statistical modeling, marine science, CO2
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Number of questions
5
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Created on
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Generation source
Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini
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License
CC0 Public domain
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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.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.