{ "exact_cross_role_collisions": { "full_model_input": 0, "model_input_plus_target": 0, "strain_only": 34 }, "family_overlap_with_training": { "sealed_test": [], "test": [ "mean_shifted_cyclic", "monotonic_tension", "nonproportional_square", "orthogonal_cross", "out_of_phase_lissajous", "proportional_axial_cycle", "proportional_shear_cycle", "sequential_axial_shear", "symmetric_cyclic", "tension_compression", "unload_reload", "variable_amplitude" ], "train": [ "hydro_deviatoric_sequence", "mean_shifted_cyclic", "monotonic_tension", "nonproportional_square", "orthogonal_cross", "out_of_phase_lissajous", "principal_axis_rotation_3d", "proportional_axial_cycle", "proportional_shear_cycle", "sequential_axial_shear", "symmetric_cyclic", "tension_compression", "three_shear_rotation", "triaxial_phase_lissajous", "unload_reload", "variable_amplitude" ], "validation": [ "hydro_deviatoric_sequence", "mean_shifted_cyclic", "monotonic_tension", "nonproportional_square", "orthogonal_cross", "out_of_phase_lissajous", "principal_axis_rotation_3d", "proportional_axial_cycle", "proportional_shear_cycle", "sequential_axial_shear", "symmetric_cyclic", "tension_compression", "three_shear_rotation", "triaxial_phase_lissajous", "unload_reload", "variable_amplitude" ] }, "interpretation": { "existing_test_policy": "The 1,349 pre-existing test trajectories are development benchmarks because prior aggregate results informed later model design.", "sealed_policy": "sealed_test_v1 is the first prospective frozen-model test and must never be reused for training or checkpoint selection.", "strain_only_collisions": "Expected transfer pairs can share strain histories across different material descriptors and targets; they are not direct input/target leakage." }, "passed": true, "role_counts": { "sealed_test": 128, "test": 1349, "train": 1808, "validation": 503 }, "schema": "agentfem.denim-ml-protocol-audit.v1", "sealed_test": { "eligible_for_training_or_selection": false, "families": [ "sealed_biased_rosette_overload", "sealed_chirped_six_component_rosette", "sealed_mean_shift_reversal", "sealed_modulated_rotating_cycles", "sealed_nested_minor_cycles", "sealed_nested_nonperiodic_minor_loops", "sealed_rounded_multiaxial_polygon", "sealed_smooth_deviatoric_spline" ], "family_count": 8, "family_overlap_with_training": [], "trajectory_count": 128 }, "trajectory_count": 3788 }