{
  "id": "lib-process:scientific-discovery--experimental-design-controls",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "experimental-design-controls",
    "description": "Create rigorous experimental protocols with controls, randomization, and blinding -\nDesigns experiments that minimize bias and maximize internal validity through proper control groups,\nrandomization procedures, and blinding protocols.",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/experimental-design-controls.js",
    "specialization": "scientific-discovery",
    "references": [
      "- Fisher, R.A. (1935). The Design of Experiments\n- Shadish, W.R. et al. (2002). Experimental and Quasi-Experimental Designs\n- Schulz, K.F. et al. (2010). CONSORT 2010 Statement"
    ],
    "example": "const result = await orchestrate('domains/science/scientific-discovery/experimental-design-controls', {\n  hypothesis: { statement: 'Drug X reduces blood pressure more than placebo' },\n  variables: { independent: 'drug_vs_placebo', dependent: 'blood_pressure_mmHg' },\n  population: { target: 'adults with hypertension', size: 200 },\n  blinding: 'double-blind'\n});",
    "usesAgents": [
      "statistical-test-selector"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--experimental-design-controls",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}