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Feedback Aide

Feedback Aide

10th Grade Math

This demo evaluates applied problem-solving and evidence-based reasoning. Students must interpret and use a mathematical model (like an equation) to determine if a real-world claim is accurate. Here you'll assess both computational accuracy and the ability to interpret and justify quantitative results - to solve a real-world problem about being charged for a rideshare. With Feedback Aide, scorers can quickly verify accurate calculation and reasoning, then generate instant, standards-aligned learner feedback.

How to use this demo

1. Start by choosing a response and then clicking 'Generate Feedback'.
2. Feedback Aide now scores the response: Review both the rubric and the 'Feedback to learner' to see the evaluation and suggestions for improvement.
3. The human grader has final say. Interact with the rubric to adjust scores and edit the feedback to the learner as needed.



What is Short Response—STEM

Apply knowledge to real-world problems.
This rubric type asks learners to solve a math or science problem and explain their reasoning. Responses are scored for correct use of concepts and the clarity of explanation, helping students strengthen both problem-solving and communication skills in STEM contexts.

  • Evaluates both accuracy of concepts and clarity of reasoning
  • Supports real-world application of math and science knowledge
  • Builds skills in structured explanation and logical thinking
  • Provides consistent scoring for multi-step STEM problems
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