Metadata
Education Undergraduate Apply Hard-
Subject
Education
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Education level
Undergraduate
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Cognitive goals
Apply
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Difficulty estimate
Hard
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Tags
item response theory, computerized adaptive testing, item calibration, test validation, DIF, mathematics assessment
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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
Assess the ability to apply Item Response Theory to design and validate a computerized adaptive test for secondary school mathematics, including selecting appropriate IRT models (1PL/2PL/3PL), estimating and calibrating item parameters, constructing and balancing an item bank, implementing item selection and exposure-control algorithms, determining stopping rules, conducting simulation studies, evaluating model fit and DIF, and designing validation and standard-setting procedures using real or simulated datasets. Tasks require practical application of estimation and simulation software, interpretation of psychometric outputs, and formulation of evidence-based recommendations for implementation and score reporting.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.