{
  "schema": "agentfem.denim.material-conditioned",
  "schema_version": "2.0.0",
  "architecture": {
    "class": "ConditionalDENIM",
    "channels": 2,
    "embedding": 32,
    "hidden": 48,
    "parameter_count": 8477
  },
  "descriptor_names": [
    "young_scaled",
    "poisson",
    "yield_scaled",
    "linear_isotropic_scaled",
    "backstress_c1_scaled",
    "backstress_gamma1_scaled",
    "backstress_c2_scaled",
    "backstress_gamma2_scaled",
    "isotropic_saturation_scaled",
    "isotropic_rate_scaled",
    "family_j2",
    "family_chaboche",
    "family_incomplete"
  ],
  "descriptor_policy": {
    "known_materials": "declared normalized parameters plus family indicator",
    "incomplete_material": "E, nu, initial yield and family indicator; hidden entries fixed to zero"
  },
  "voigt_order": [
    "xx",
    "yy",
    "zz",
    "xy",
    "yz",
    "xz"
  ],
  "shear_convention": "tensor shear",
  "data_accounting": {
    "total": 2660,
    "train": 1484,
    "validation": 407,
    "test": 769
  },
  "scope": "synthetic small-strain rate-independent J2-family material-point model",
  "agentfem_global_provider_verified": false
}