{
  "code": null,
  "collection": "algorithms",
  "href": "https://banes-lab.com/ontology/algorithms#algorithms-research-guidance",
  "id": "research-guidance",
  "kind": "algorithm",
  "layer": null,
  "name": "Research Guidance",
  "ref": "algorithms:research-guidance",
  "relations": [
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/algorithms#algorithms-domain-centralization",
          "json": "https://banes-lab.com/json/records/algorithms-domain/centralization",
          "label": "Centralization",
          "markdown": "https://banes-lab.com/records/algorithms-domain/centralization.md",
          "ref": "algorithms-domain:centralization"
        }
      ],
      "relation": "domain"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/reasoning#stage-see",
          "json": "https://banes-lab.com/json/records/stage/see",
          "label": "see",
          "markdown": "https://banes-lab.com/records/stage/see.md",
          "ref": "stage:see"
        }
      ],
      "relation": "stage"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/reasoning#reasoning-axis-analysis",
          "json": "https://banes-lab.com/json/records/reasoning/axis-analysis",
          "label": "analysis",
          "markdown": "https://banes-lab.com/records/reasoning/axis-analysis.md",
          "ref": "reasoning:axis-analysis"
        }
      ],
      "relation": "axis"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/schema#vocabulary-domain-tier-process",
          "json": "https://banes-lab.com/json/records/vocabulary/domain-tier-process",
          "label": "process",
          "markdown": "https://banes-lab.com/records/vocabulary/domain-tier-process.md",
          "ref": "vocabulary:domain-tier-process"
        }
      ],
      "relation": "tier"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/algorithms#algorithms-centralization-kernel",
          "json": "https://banes-lab.com/json/records/algorithms/centralization-kernel",
          "label": "Centralization Kernel",
          "markdown": "https://banes-lab.com/records/algorithms/centralization-kernel.md",
          "ref": "algorithms:centralization-kernel"
        }
      ],
      "relation": "composed-by"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/algorithms#algorithms-centralization-kernel",
          "json": "https://banes-lab.com/json/records/algorithms/centralization-kernel",
          "label": "Centralization Kernel",
          "markdown": "https://banes-lab.com/records/algorithms/centralization-kernel.md",
          "ref": "algorithms:centralization-kernel"
        }
      ],
      "relation": "derived-by"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/reasoning#reasoning-math-type-probability",
          "json": "https://banes-lab.com/json/records/reasoning/math-type-probability",
          "label": "Probability",
          "markdown": "https://banes-lab.com/records/reasoning/math-type-probability.md",
          "ref": "reasoning:math-type-probability"
        }
      ],
      "relation": "math-type"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/schema#force-model-governance",
          "json": "https://banes-lab.com/json/records/force/model-governance",
          "label": "Model governance",
          "markdown": "https://banes-lab.com/records/force/model-governance.md",
          "ref": "force:model-governance"
        }
      ],
      "relation": "force"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/algorithms#algorithms-domain-centralization",
          "json": "https://banes-lab.com/json/ontology/algorithms/algorithms-domain-centralization",
          "label": "Centralization",
          "markdown": "https://banes-lab.com/ontology/algorithms/algorithms-domain-centralization.md",
          "ref": "chapter:/ontology/algorithms#algorithms-domain-centralization"
        },
        {
          "href": "https://banes-lab.com/ontology/reasoning#reasoning-loop-derivation-loop",
          "json": "https://banes-lab.com/json/ontology/reasoning/reasoning-loop-derivation-loop",
          "label": "The derivation loop",
          "markdown": "https://banes-lab.com/ontology/reasoning/reasoning-loop-derivation-loop.md",
          "ref": "chapter:/ontology/reasoning#reasoning-loop-derivation-loop"
        },
        {
          "href": "https://banes-lab.com/ontology/reasoning#the-axes",
          "json": "https://banes-lab.com/json/ontology/reasoning/the-axes",
          "label": "The axes",
          "markdown": "https://banes-lab.com/ontology/reasoning/the-axes.md",
          "ref": "chapter:/ontology/reasoning#the-axes"
        },
        {
          "href": "https://banes-lab.com/ontology/reasoning#the-mathematics",
          "json": "https://banes-lab.com/json/ontology/reasoning/the-mathematics",
          "label": "The mathematics",
          "markdown": "https://banes-lab.com/ontology/reasoning/the-mathematics.md",
          "ref": "chapter:/ontology/reasoning#the-mathematics"
        },
        {
          "href": "https://banes-lab.com/ontology/schema#the-vocabulary-domain-tier",
          "json": "https://banes-lab.com/json/ontology/schema/the-vocabulary-domain-tier",
          "label": "Domain tiers",
          "markdown": "https://banes-lab.com/ontology/schema/the-vocabulary-domain-tier.md",
          "ref": "chapter:/ontology/schema#the-vocabulary-domain-tier"
        },
        {
          "href": "https://banes-lab.com/ontology/schema#the-forces",
          "json": "https://banes-lab.com/json/ontology/schema/the-forces",
          "label": "The forces",
          "markdown": "https://banes-lab.com/ontology/schema/the-forces.md",
          "ref": "chapter:/ontology/schema#the-forces"
        }
      ],
      "relation": "linked-from"
    }
  ],
  "summary": "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.",
  "siblings": {
    "next": {
      "href": "https://banes-lab.com/ontology/algorithms#algorithms-iterative-variation-discovery",
      "json": "https://banes-lab.com/json/records/algorithms/iterative-variation-discovery",
      "label": "Iterative Variation Discovery",
      "markdown": "https://banes-lab.com/records/algorithms/iterative-variation-discovery.md",
      "ref": "algorithms:iterative-variation-discovery"
    },
    "previous": {
      "href": "https://banes-lab.com/ontology/algorithms#algorithms-refactor-intent-classification",
      "json": "https://banes-lab.com/json/records/algorithms/refactor-intent-classification",
      "label": "Refactor Intent Classification",
      "markdown": "https://banes-lab.com/records/algorithms/refactor-intent-classification.md",
      "ref": "algorithms:refactor-intent-classification"
    }
  },
  "up": {
    "href": null,
    "json": "https://banes-lab.com/json/api/records/algorithms",
    "label": "Algorithm contracts",
    "markdown": "https://banes-lab.com/api/records/algorithms.md",
    "ref": "api:records/algorithms"
  },
  "closure": "https://banes-lab.com/json/records/algorithms/research-guidance/closure"
}