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Prompt Details

Model
(gemini-3.1-pro)
Token size
278
Example input
[Student_Work]: $1/2 + 1/3 = 2/5$ [Subject_Topic]: Addition of Fractions [Curriculum_Level]: 5th Grade [Remedial_Depth]: Detailed Step-by-Step
Example output
ERROR PATTERN ANALYSIS The student added the numerators and denominators directly $1+1=2$ and $2+3=5$. Misconception: Fractions are treated as whole numbers. Missing step: Finding a common denominator. PROFICIENCY SCORING Mastery $M = \frac{0}{1} \times 100 = 0\%$. Difficulty of missing concept: $8/10$. REMEDIAL PATHWAY 1 Relearn the concept of equivalent fractions. 2 Practice finding the Least Common Multiple (LCM) of denominators. 3 Use visual pie charts to see why $1/2 + 1/3$ cannot be $2/5$. MASTERY CHECKPOINT 1 What is the LCM of $4$ and $6$? 2 Solve $1/4 + 1/6$ and explain your steps.
♊️ Gemini

Knowledge Gap Analysis

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GEMINI-3.1-PRO
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Knowledge gap analysis. Stop guessing what your students missed. This professional diagnostic engine identifies conceptual misconceptions and procedural errors from actual student work. Using 4 precise variables it generates high-depth error pattern analysis LaTeX-based proficiency scoring and a 3-step remedial pathway to recovery. Perfect for tutors teachers and parents who want to target the root cause of learning struggles with scientific precision.
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