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Bimetallic thermostat (RT3/RT6): curvature vs temperature from two MaterialCards (CTE = pure fluctuation quantity), geometry optimized by the cross-scale gradient. Oracle: heat gun + dial indicator.
Calibration coupon ladder (RT7): standard coupon set; every measurement tightens posteriors; prediction-interval coverage as the oracle.
Physical artifacts with brutal external oracles, each forcing tower arrows:
Blocked by (thermostat) #505; (ladder) #506.