# Machine Verdict Derivation

> Derive the verify-stage verdict from the toolchain's machine output — exit codes and parsed findings — never from the model's reading, so a clean verdict is an observed machine fact.

Record: `algorithms:machine-verdict-derivation`
Kind: algorithm
Canonical: https://banes-lab.com/ontology/algorithms#algorithms-machine-verdict-derivation
Closure: https://banes-lab.com/json/records/algorithms/machine-verdict-derivation/closure

Listed in [Algorithm contracts](https://banes-lab.com/api/records/algorithms.md), after [Custom-Rule Derivation](https://banes-lab.com/records/algorithms/custom-rule-derivation.md) and before [Bounded Cascade Termination](https://banes-lab.com/records/algorithms/bounded-cascade-termination.md).

## Domain

- [Quality engine](https://banes-lab.com/records/algorithms-domain/quality-engine.md)

## Stage

- [verify](https://banes-lab.com/records/stage/verify.md)

## Axis

- [verification](https://banes-lab.com/records/reasoning/axis-verification.md)

## Tier

- [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md)

## Grounds

- [ver-evidence](https://banes-lab.com/records/reasoning/node-ver-evidence.md)

## Named in the derivation of

- [Quality Governance Loop](https://banes-lab.com/records/algorithms/quality-governance-loop.md)

## Math type

- [Logic](https://banes-lab.com/records/reasoning/math-type-logic.md)

## Force

- [Correctness verification](https://banes-lab.com/records/force/correctness-verification.md)
- [Model governance](https://banes-lab.com/records/force/model-governance.md)

## Linked from

- [Quality engine](https://banes-lab.com/ontology/algorithms/algorithms-domain-quality-engine.md)
- [The derivation loop](https://banes-lab.com/ontology/reasoning/reasoning-loop-derivation-loop.md)
- [The axes](https://banes-lab.com/ontology/reasoning/the-axes.md)
- [The nodes](https://banes-lab.com/ontology/reasoning/the-nodes.md)
- [The mathematics](https://banes-lab.com/ontology/reasoning/the-mathematics.md)
- [Domain tiers](https://banes-lab.com/ontology/schema/the-vocabulary-domain-tier.md)
- [The forces](https://banes-lab.com/ontology/schema/the-forces.md)