01Capabilities
45 capabilities
16 of 45 have a bound kernel or engine. States are shown as the registry records them; a request fails closed wherever an adapter, specialist model or governed data is still missing.
| Method | Capability ID | State | Runs on |
|---|---|---|---|
| Unit Verification | risk.capability.scientific-assurance.unit.verification.v1 | Reference implementation | — |
| Analytical Benchmark | risk.capability.scientific-assurance.analytical.benchmark.v1 | Adapter required | python · validation.error_metrics |
| Convergence Testing | risk.capability.scientific-assurance.convergence.testing.v1 | Adapter required | python · validation.convergence_order |
| Numerical Stability | risk.capability.scientific-assurance.numerical.stability.v1 | Adapter required | python · validation.invariants |
| Solver Tolerance | risk.capability.scientific-assurance.solver.tolerance.v1 | Adapter required | — |
| Mesh Grid Convergence | risk.capability.scientific-assurance.mesh.grid.convergence.v1 | Adapter required | — |
| Reproducibility | risk.capability.scientific-assurance.reproducibility.v1 | Reference implementation | python · validation.replay_compare |
| Cross Language Parity | risk.capability.scientific-assurance.cross.language.parity.v1 | Adapter required | python · validation.parity_compare |
| Deterministic Replay | risk.capability.scientific-assurance.deterministic.replay.v1 | Reference implementation | — |
| Calibration | risk.capability.scientific-assurance.calibration.v1 | Adapter required | python · validation.reliability_diagram |
| Holdout Testing | risk.capability.scientific-assurance.holdout.testing.v1 | Adapter required | python · validation.error_metrics |
| Cross Validation | risk.capability.scientific-assurance.cross.validation.v1 | Adapter required | python · spatial_validation.blocked_metrics |
| Hindcasting | risk.capability.scientific-assurance.hindcasting.v1 | Adapter required | — |
| Backtesting | risk.capability.scientific-assurance.backtesting.v1 | Adapter required | python · validation.error_metrics |
| Event Reconstruction | risk.capability.scientific-assurance.event.reconstruction.v1 | Adapter required | — |
| Reliability Diagram | risk.capability.scientific-assurance.reliability.diagram.v1 | Adapter required | python · validation.reliability_diagram |
| Residual Diagnostics | risk.capability.scientific-assurance.residual.diagnostics.v1 | Adapter required | — |
| Goodness of Fit | risk.capability.scientific-assurance.goodness.of.fit.v1 | Adapter required | — |
| Predictive Scoring | risk.capability.scientific-assurance.predictive.scoring.v1 | Reference implementation | julia · frontier_risk_math.brier_score |
| External Benchmark | risk.capability.scientific-assurance.external.benchmark.v1 | Adapter required | — |
| Independent Replication | risk.capability.scientific-assurance.independent.replication.v1 | Adapter required | — |
| Aleatory Uncertainty | risk.capability.scientific-assurance.aleatory.uncertainty.v1 | Adapter required | — |
| Epistemic Uncertainty | risk.capability.scientific-assurance.epistemic.uncertainty.v1 | Adapter required | — |
| Parameter Uncertainty | risk.capability.scientific-assurance.parameter.uncertainty.v1 | Adapter required | — |
| Model Form Uncertainty | risk.capability.scientific-assurance.model.form.uncertainty.v1 | Adapter required | — |
| Data Uncertainty | risk.capability.scientific-assurance.data.uncertainty.v1 | Adapter required | — |
| Scenario Uncertainty | risk.capability.scientific-assurance.scenario.uncertainty.v1 | Adapter required | — |
| Structural Uncertainty | risk.capability.scientific-assurance.structural.uncertainty.v1 | Adapter required | — |
| Measurement Uncertainty | risk.capability.scientific-assurance.measurement.uncertainty.v1 | Adapter required | — |
| Spatial Uncertainty | risk.capability.scientific-assurance.spatial.uncertainty.v1 | Adapter required | — |
| Temporal Uncertainty | risk.capability.scientific-assurance.temporal.uncertainty.v1 | Adapter required | — |
| Applicability Domain | risk.capability.scientific-assurance.applicability.domain.v1 | Connected | engine.grix.risk.validation.vvuq.applicability.v1 |
| Geographic Applicability | risk.capability.scientific-assurance.geographic.applicability.v1 | Adapter required | — |
| Population Applicability | risk.capability.scientific-assurance.population.applicability.v1 | Adapter required | — |
| Hazard Regime Applicability | risk.capability.scientific-assurance.hazard.regime.applicability.v1 | Adapter required | — |
| Asset Class Applicability | risk.capability.scientific-assurance.asset.class.applicability.v1 | Adapter required | — |
| Temporal Horizon Applicability | risk.capability.scientific-assurance.temporal.horizon.applicability.v1 | Adapter required | — |
| Scenario Applicability | risk.capability.scientific-assurance.scenario.applicability.v1 | Adapter required | — |
| Resolution Applicability | risk.capability.scientific-assurance.resolution.applicability.v1 | Adapter required | — |
| Data Quality Applicability | risk.capability.scientific-assurance.data.quality.applicability.v1 | Adapter required | — |
| Intended Use Applicability | risk.capability.scientific-assurance.intended.use.applicability.v1 | Adapter required | — |
| Categorical Forecast Verification | risk.capability.scientific-assurance.categorical.forecast.verification.v1 | Adapter required | python · verification.contingency |
| Probabilistic Forecast Skill | risk.capability.scientific-assurance.probabilistic.forecast.skill.v1 | Adapter required | python · verification.brier_skill |
| ROC Analysis | risk.capability.scientific-assurance.roc.analysis.v1 | Adapter required | python · verification.roc |
| CRPS Verification | risk.capability.scientific-assurance.crps.verification.v1 | Adapter required | python · verification.crps |
02Scope
Methods, data and supports
- Method families
- vvuq, robust statistics, bayesian inference, global sensitivity
- Domains
- vvuq, assurance
- Compute planes
- julia, python, r, rust
- Source classes
- benchmark, calibration, holdout, run-receipt, external-review
- Spatial supports
- model-domain
- Temporal supports
- model-version, evaluation-window
03Standards