Manik M.

About

Independent researcher in cognitive science and learning sciences, focused on adaptive instruction in low-resource educational settings.

Employment

• Indian Institute of Technology Kanpur Research Intern
  2026 - Present

Education

• CBSE Grade-12 (Intermediate Diploma)
  2011 - 2025

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• ConfusionMapper: A Human-AI Hybrid Inter-Rater Reliability Tool for Cognitive Error Taxonomy Classification in Multiple-Choice Questions
  2026 DOI: 10.35542/osf.io/5k9rv_v1
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• The Confusion Fingerprint Index: Cognitive Error Taxonomy as an Adaptive Learning Signal in Learners
  2026 DOI: 10.35542/osf.io/cr53e_v1
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• Beyond the Single Forgetting Curve: A Typologically-extended Wickelgren Function, a Simulation Study, and a Preregistered Test of Error-type-specific Memory Decay
  2026 DOI: 10.2139/ssrn.6933638
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• The Confusion Fingerprint Index: Cognitive Error Taxonomy as an Adaptive Learning Signal in learners.
  2026 DOI: 10.2139/ssrn.6933798
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