{
  "schema": "sandboxphysics-fr21-mechanism-comparison-v1",
  "origin": "Synthetic observations generated by the same active-cortex model family being compared; an inverse-problem exercise, not biological evidence or an independent model validation.",
  "question": "Can these observations distinguish active stress feedback from passive diffusion and turnover, given an ideal intervention that changes only active stress?",
  "units": "Dimensionless density differences and time.",
  "trueContractility": 3,
  "calibrationFriction": 1,
  "heldOutFriction": 2,
  "preparation": "Default deterministic cosine density plus 0.04*sin(6*pi*index/128+0.7), pre-evolved for four time units. Its full density is supplied to all candidates.",
  "observationModel": "Independent, additive, zero-mean Gaussian noise on each paired density difference; no process noise or unknown spatial material parameters.",
  "fit": "Least-squares contractility grid 1..5 in increments 0.25, using only calibration observations. All other parameters fixed at the documented defaults.",
  "passiveCandidate": "Zero active stress, same diffusion, turnover and known initial density. The ideal active-stress intervention leaves this candidate unchanged, so every paired response is zero.",
  "limitations": "Two specified candidate families only; intervention specificity and known initial conditions are assumed. A causal response alone does not identify molecular reactions. Eight realizations per noise level do not establish a general error rate.",
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