# Research Guidance

> Query available external or local guidance, extract best practices and anti-patterns, score research quality, and disclose reduced confidence when current external research is unavailable.

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

Listed in [Algorithm contracts](https://banes-lab.com/api/records/algorithms.md), after [Refactor Intent Classification](https://banes-lab.com/records/algorithms/refactor-intent-classification.md) and before [Iterative Variation Discovery](https://banes-lab.com/records/algorithms/iterative-variation-discovery.md).

## Domain

- [Centralization](https://banes-lab.com/records/algorithms-domain/centralization.md)

## Stage

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

## Axis

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

## Tier

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

## Composed by

- [Centralization Kernel](https://banes-lab.com/records/algorithms/centralization-kernel.md)

## Named in the derivation of

- [Centralization Kernel](https://banes-lab.com/records/algorithms/centralization-kernel.md)

## Math type

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

## Force

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

## Linked from

- [Centralization](https://banes-lab.com/ontology/algorithms/algorithms-domain-centralization.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 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)