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Biotech (Edu): Gene Toggle ODE Sandbox

Create an educational ODE sandbox for gene regulation toggles using dimensionless forms. Deliver: equations, parameter sweep plan, stability analysis, plots, teaching notes. No plasmids, sequences, or lab parameters. Output: notebook outline, sliders spec, learning outcomes, assessment rubric.

Author: Tsubasa Kato

Model: GPT-5 Thinking

Category: Simulation

Tags: biotech, education, gene regulation, ode, teaching

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