- Locked-repeat Materials Project shear and bulk pilots plus controlled expansion.
Reliability / current public state
GIL / Geatomica
Runs governed perturbation audits, target comparison, holdout screens and claim-boundary reporting for materials-property modelling.
Current stateImplemented and measured
- Dataset
- Target definition
- Bounded execution
- Perturbation audit
- Descriptor state reading
Evidence receiptThe latest direct GIL rerun completed cleanly and reproduced 8/8 public PNG authority figures.CURRENTThe first Materials Project shear-modulus pilot reproduced under a locked local configuration.CURRENT
- No external-validation promotion, causal proof or universal hierarchy claim.
- Capability beyond the current implementation state